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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1242024</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2023.1242024</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Stability analysis of different control modes of grid-connected converters under different grid conditions</article-title>
<alt-title alt-title-type="left-running-head">Xu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2023.1242024">10.3389/fenrg.2023.1242024</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Zhi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2136814/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qin</surname>
<given-names>Yanhui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Zian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiao</surname>
<given-names>Chunlei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhai</surname>
<given-names>Baoyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chang</surname>
<given-names>Xiqiang</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Xinjiang Electric Power Research Institute of State Grid Xinjiang Electric Power, Co., Ltd.</institution>, <addr-line>Urumqi</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Xinjiang Key Laboratory of Whole Process Simulation for Power System</institution>, <addr-line>Urumqi</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Grid Xinjiang Power Co., Ltd.</institution>, <addr-line>Urumqi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1259467/overview">Liansong Xiong</ext-link>, Xi&#x2019;an Jiaotong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1017377/overview">Zhixiang Zou</ext-link>, Southeast University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2140087/overview">Quan Li</ext-link>, University College Dublin, Ireland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2141488/overview">Hua Zheng</ext-link>, North China Electric Power University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Zhi Xu, <email>xu_zhi08@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1242024</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Xu, Qin, Li, Jiao, Zhai and Chang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Xu, Qin, Li, Jiao, Zhai and Chang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>With the sustained popularity of renewable energy generation, high penetration of variable energies, e.g., wind and solar, is reshaping the form of power systems and weakening the strength of the grid. The stability mechanism of the grid-connected converter in a weak power network, however, has yet to be evaluated. This paper establishes impedance and transient models for Grid-Following (GFL) as well as Grid-Forming (GFM) converters through the impedance analysis method and equal area criterion analysis method. The stability of these two control methods is then comprehensively studied under small and large interference with different grid conditions. The analytical results show that the GFM control is more stable against small disturbances in a weak network. In contrast, it is prone to a significant disturbance stability problem in the strong grid due to the large grid impedance. The GFL control is more suitable for a vigorous power grid, whereas introducing oscillation in a weak power grid due to its negative damping. Simulation experiments have verified the accuracy of the analytical results.</p>
</abstract>
<kwd-group>
<kwd>grid-following (GFL) control</kwd>
<kwd>grid-forming (GFM) control</kwd>
<kwd>small disturbance stability</kwd>
<kwd>large disturbance stability</kwd>
<kwd>renewable energy connection</kwd>
<kwd>grid strength</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Process and Energy Systems Engineering</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>To render the electric power system more sustainable, replacing conventional fossil fuel-based power plants with Renewable Energy Sources (RESs) based on power electronic interfaces to the grid is an inevitable trend (<xref ref-type="bibr" rid="B2">Bikdeli et al., 2022</xref>), Currently, most RESs are connected to the grid using Grid-Following (GFL) control, which tracks the Point of Common Coupling (PCC) voltage phase and controls the current output in real time through a Phase-Locked Loop (PLL). These GFL RESs can be characterized as controllable current sources (<xref ref-type="bibr" rid="B23">Wen et al., 2015</xref>), which are suitable for connection to a strong power grid (<xref ref-type="bibr" rid="B20">Poolla et al., 2019</xref>; <xref ref-type="bibr" rid="B7">Chen et al., 2021</xref>). However, in a weak power grid, where the grid impedance is very high, it is difficult to guarantee the stability of GFL converters. To improve the system&#x2019;s stability, RESs must actively form potential high points on the grid to provide voltage and frequency regulation. These control methods that can achieve the abovementioned functions are so-called Grid-Forming (GFM) control (<xref ref-type="bibr" rid="B24">Wu et al., 2016</xref>; <xref ref-type="bibr" rid="B15">Lasseter et al., 2019</xref>; <xref ref-type="bibr" rid="B14">Khan et al., 2022</xref>). Unlike GFL control, GFM RESs present controllable voltage source characteristics with respect to the grid (<xref ref-type="bibr" rid="B4">Chen et al., 2021</xref>), and can provide inertia and damping to the system (<xref ref-type="bibr" rid="B5">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="B18">Orihara et al., 2021</xref>; <xref ref-type="bibr" rid="B28">Xiong et al., 2022</xref>), which can enhance the synchronization stability of grid-connected RESs in a weak grid (<xref ref-type="bibr" rid="B1">Anttila, et al., 2022</xref>).</p>
<p>Both control strategies (GFL and GFM) have stability problems in different conditions (<xref ref-type="bibr" rid="B17">Louren&#xe7;o et al., 2021</xref>). Suppose we want to compare the stability of grid-connected converters with these control strategies comprehensively and profoundly. In this case, we need to start from two aspects: small disturbance stability and large disturbance stability (<xref ref-type="bibr" rid="B29">Xiong et al., 2020</xref>). The most popular analysis methods for assessing power systems&#x2019; small disturbance stability problem can be divided into time and frequency domain methods (<xref ref-type="bibr" rid="B30">Xiong et al., 2015</xref>; <xref ref-type="bibr" rid="B22">Wang et al., 2018</xref>; <xref ref-type="bibr" rid="B27">Wu et al., 2018</xref>; <xref ref-type="bibr" rid="B9">Chen and O&#x2019;Donnell, 2019</xref>; <xref ref-type="bibr" rid="B31">Yu et al., 2021</xref>). Based on the frequency domain analysis of the impedance model, actual grid-connected converter and AC line impedance models are established. Then the stability criteria of impedance are used to evaluate the system stability. <xref ref-type="bibr" rid="B33">Zhang et al. (2019)</xref> and <xref ref-type="bibr" rid="B32">Zhang et al. (2017)</xref> state that the sequential impedance has a clear physical meaning compared to the dq-domain impedance and can be measured directly. Therefore, the sequential impedance is more suitable for large-scale RES analysis and practical engineering applications. <xref ref-type="bibr" rid="B10">Feng et al. (2022)</xref> investigates the stability of GFL inverters considering grid impedance and proposes several cases of small signal instability caused by positive and negative sequence components. A voltage-controlled and current-controlled VSG (Virtual Synchronous Generator) sequential impedance model is developed (<xref ref-type="bibr" rid="B26">Wu et al., 2018</xref>). It is pointed out that the volt-age-controlled type is more suitable for weak grids than the current-controlled VSG. The precise sequence impedance models are derived for the load virtual synchronous machine (LVSM), and the influence of grid impedance on its small disturbance stability is analyzed (<xref ref-type="bibr" rid="B16">Liu et al., 2020</xref>).</p>
<p>The new generation power system&#x2019;s large disturbance stability analysis methods are evaluated: stepwise integration, direct, and linear (<xref ref-type="bibr" rid="B13">Gurrala et al., 2015</xref>; <xref ref-type="bibr" rid="B19">Pan et al., 2019</xref>). The linear method shows that the converter is stable when a stable equilibrium point exists for its operation after the disturbance (<xref ref-type="bibr" rid="B11">Gao et al., 2016</xref>). However, <xref ref-type="bibr" rid="B12">G&#xf6;ksu et al. (2014)</xref> presents a viewpoint against the linear approach, i.e., in some cases where a stable equilibrium point exists in the system, the grid-connected converter may also suffer from transient instability. Considering the nonlinear characteristics of the grid-connected converter, <xref ref-type="bibr" rid="B21">Tang et al. (2022)</xref> and <xref ref-type="bibr" rid="B25">Wu et al. (2019)</xref> propose a method to analyse the large-signal stability of the grid-connected converter using the equal-area criterion. <xref ref-type="bibr" rid="B8">Chen et al. (2019)</xref> and <xref ref-type="bibr" rid="B3">Chen et al. (2022)</xref> analyze the effect of capacity limitation and PLL frequency limiter on the stability of large disturbances in a GFL converter based on the equal-area criterion, respectively. <xref ref-type="bibr" rid="B6">Chen et al. (2020)</xref> proposes a high precision model for GFL converters to capture the effect of current transients on the stability of large disturbances. Based on the above literature, the studies on the stability of grid-connected converters of GFL and GFM types are at the early stage of separate discussions. As a result, few comparative studies on their stability are provided. There needs to be a more exhaustive comparison and discussion on the stability of small and large disturbances for these two control methods.</p>
<p>This paper presents the small interference impedance analysis method and the large interference equal-area criterion analysis method of GFL and GFM converters, aiming at comprehensively comparing the stability of these two converters. The main contributions of this paper are as follows:<list list-type="simple">
<list-item>
<p>(i) The positive sequence impedance models of the GFL and GFM converters are established to evaluate their small disturbance stability.</p>
</list-item>
<list-item>
<p>(ii) The transient models of the GFL and GFM converters are established to evaluate their large disturbance stability.</p>
</list-item>
<list-item>
<p>(iii) The stability of the two different control strategies under different grid conditions, especially the weak grid, is wholly and comprehensively compared and verified by combining the above analysis.</p>
</list-item>
</list>
</p>
<p>The topology and control strategies for GFL and GFM converter systems utilized in this work are presented in <xref ref-type="sec" rid="s2">Section 2</xref>. <xref ref-type="sec" rid="s3">Section 3</xref> illustrates the impedance model along with its characteristic analysis. <xref ref-type="sec" rid="s4">Section 4</xref> analyses the large disturbance synchronous stability. Results and discussion for two control strategies in different network conditions are presented in <xref ref-type="sec" rid="s5">Section 5</xref>. Conclusions are presented in <xref ref-type="sec" rid="s6">Section 6</xref>.</p>
</sec>
<sec id="s2">
<title>2 Topology and control strategies for GFL and GFM converter systems</title>
<sec id="s2-1">
<title>2.1 GFL converter</title>
<p>The topology of the GFL converter and its control strategy is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, which consists of a dc bus, a two-level power electronic inverter, an LC filter, a grid impedance, and an ideal voltage source.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Control block diagram of the GFL converter.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g001.tif"/>
</fig>
<p>Currently, the GFL converter uses a vector control strategy in dq frame. This control samples the output current <italic>i</italic>
<sub>
<italic>abc</italic>
</sub> and voltage <italic>u</italic>
<sub>
<italic>gabc</italic>
</sub> at the PCC and then convert them into dq components. Furthermore, the PLL gives the grid phase angle <italic>&#x3b8;</italic> in the synchronous reference frame. The control of GFL converters usually uses a dual closed-loop control, where the external voltage loop aims to maintain the dc bus current constant. In contrast, the internal current loop converts the reference current into a voltage reference signal. Then the modulation module generates the modulating waveform <italic>m</italic>
<sub>
<italic>abc</italic>
</sub>. Finally, the Pulse Width Modulation (PWM) generator drives the converter switching circuit to realize the function of regulating the reactive power on the Alternating Current (AC) side and delivering the active power generated by the RES to the grid. For simplicity, the Direct Current (DC) bus voltage <italic>U</italic>
<sub>
<italic>dc</italic>
</sub> is assumed to be constant, and the outer loop is ignored for modeling processes in the following sections. The transfer functions of the sampling <italic>G</italic>
<sub>
<italic>del</italic>
</sub>(s), the inner-loop current controller <italic>H</italic>
<sub>
<italic>c</italic>
</sub>(s), and the PLL controller H<sub>
<italic>PLL</italic>
</sub>(s) are given in Eqs <xref ref-type="disp-formula" rid="e1">1</xref>&#x2013;<xref ref-type="disp-formula" rid="e3">3</xref>, respectively.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">P</mml:mi>
<mml:mi mathvariant="italic">L</mml:mi>
<mml:mi mathvariant="italic">L</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">p</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">p</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where G<sub>
<italic>del</italic>
</sub> and T<sub>
<italic>del</italic>
</sub> are the sampling gain and sampling delay, respectively; <italic>K</italic>
<sub>
<italic>p-c</italic>
</sub> and <italic>K</italic>
<sub>
<italic>i-c</italic>
</sub> are the Proportional-Integral (PI) control parameters in the current loop; and <italic>K</italic>
<sub>
<italic>p-pll</italic>
</sub> and <italic>K</italic>
<sub>
<italic>i-pll</italic>
</sub> are the PI control parameters in the PLL control loop.</p>
</sec>
<sec id="s2-2">
<title>2.2 GFM converter</title>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows the topology of the GFM converter and its control strategy. The GFM control actively forms the voltage output at the PCC point by simulating the synchronous machine power angle characteristics. At the same time, it controls the virtual turn angle according to the active power instead of collecting the voltage and phase at the PCC point through the PLL, and its modulation method is the same as that of the GFL type. The active power control loop of the GFM control simulates the swing equation of a conventional synchronous generator to provide virtual inertia and achieve primary frequency regulation. In contrast, its reactive power control simulates a conventional synchronous generator&#x2019;s primary voltage regulation characteristics. The virtual rotor equation of motion of the GFM converter is shown below.<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="bold-italic">J</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mi mathvariant="bold-italic">N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">S</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <italic>J</italic> is the virtual inertia coefficient; <italic>D</italic>
<sub>
<italic>d</italic>
</sub> is the damping coefficient; <italic>&#x3c9;</italic>
<sub>
<italic>N</italic>
</sub> and <italic>&#x3c9;</italic> are the nominal and virtual angular frequencies, respectively; and <italic>&#x3b8;</italic> is the phase angle generated by the active power control loop; <italic>P</italic>
<sub>
<italic>ref</italic>
</sub> and <italic>P</italic>
<sub>
<italic>e</italic>
</sub> are the reference active power and the actual active power output, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Control block diagram of the GFM converter system.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g002.tif"/>
</fig>
<p>The excitation system of a synchronous generator is controlled by the excitation current, while the equivalent variable in the inverter control is the reference voltage. Therefore, by simulating a synchronous generator&#x2019;s excitation current control method, the control equation for voltage regulation can be obtained as follows.<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where G(<italic>s</italic>) is the voltage regulator. <italic>U</italic>
<sub>
<italic>ref</italic>
</sub> and <italic>U</italic>
<sub>
<italic>m</italic>
</sub> are the effective values of the reference and measured voltages, respectively.</p>
<p>The primary voltage regulation equation of the synchronous generator can be expressed as:<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold-italic">V</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <italic>D</italic>
<sub>
<italic>q</italic>
</sub> denotes the reactive power regulation coefficient; <italic>Q</italic>
<sub>
<italic>ref</italic>
</sub> and <italic>Q</italic>
<sub>
<italic>e</italic>
</sub> are the reference reactive power and real-time reactive power, respectively; and <italic>U</italic>
<sub>
<italic>N</italic>
</sub> is the effective value of the rated voltage.</p>
<p>Combining Eqs <xref ref-type="disp-formula" rid="e6">6</xref>, <xref ref-type="disp-formula" rid="e7">7</xref>, the Q-V equation can be obtained as follows.<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
</mml:msub>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">N</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Considering the consistency, the reactive power control loop can be rewritten similarly to the active power loop:<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">N</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the equivalent inertia coefficient of the reactive power loop; <italic>E</italic> is the effective value of the internal voltage.</p>
<p>The power calculation module in <xref ref-type="fig" rid="F2">Figure 2</xref> is derived based on the instantaneous power theory. The instantaneous active power <italic>P</italic>
<sub>
<italic>e</italic>
</sub> and reactive power <italic>Q</italic>
<sub>
<italic>e</italic>
</sub> output of the GFM converter can be calculated as:<disp-formula id="e10">
<mml:math id="m11">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where <italic>i</italic>
<sub>
<italic>&#x3b1;</italic>
</sub>, <italic>i</italic>
<sub>
<italic>&#x3b2;</italic>
</sub> and <italic>v</italic>
<sub>
<italic>&#x3b1;</italic>
</sub>, <italic>v</italic>
<sub>
<italic>&#x3b2;</italic>
</sub> are the currents and voltages measured in the <italic>&#x3b1;&#x3b2;</italic> reference frame, respectively.</p>
<p>Then, the modulated waves of the grid-connected converter are generated from the active and reactive power control loops, which can be expressed as follows.<disp-formula id="e11">
<mml:math id="m12">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">m</mml:mi>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="italic">E</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
<mml:mi mathvariant="italic">o</mml:mi>
<mml:mi mathvariant="italic">s</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b8;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">m</mml:mi>
<mml:mi mathvariant="bold-italic">b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="italic">E</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
<mml:mi mathvariant="italic">o</mml:mi>
<mml:mi mathvariant="italic">s</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b8;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">m</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="italic">E</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
<mml:mi mathvariant="italic">o</mml:mi>
<mml:mi mathvariant="italic">s</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b8;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec id="s3">
<title>3 Impedance model and characteristic analysis</title>
<p>The grid-connected converter is controlled in a synchronous rotating frame and is stationary concerning the three-phase voltage vector. Considering the characteristics of different impedance modeling methods, sequence impedance modeling based on harmonic linearization applies to GFL and GFM converters. This section presents the small-signal positive sequence impedance modeling of the GFL and GFM control, and their characteristics are compared.</p>
<p>The basic concept of harmonic linearization is that the nonlinear output can be approximated by the first harmonic component under sinusoidal excitation when the target system satisfies certain conditions (<xref ref-type="bibr" rid="B27">Wu et al., 2018</xref>). Thus, the nonlinear system can be approximated as an equivalent linear system. By applying harmonic linearization, the positive sequence impedance of the GFL converter can be calculated as:<disp-formula id="e12">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">G</mml:mi>
<mml:mi mathvariant="italic">F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">G</mml:mi>
<mml:mi mathvariant="italic">F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">G</mml:mi>
<mml:mi mathvariant="italic">F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">del</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">del</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
<disp-formula id="e13">
<mml:math id="m14">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">K</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">PLL</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">d</mml:mi>
<mml:mi mathvariant="italic">r</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">q</mml:mi>
<mml:mi mathvariant="italic">r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">PLL</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">PLL</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">H</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">PLL</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>where <italic>V</italic>
<sub>
<italic>dc</italic>
</sub> and <italic>V</italic>
<sub>
<italic>d</italic>
</sub> are the dc bus voltage and its steady-state value, respectively; <italic>L</italic>
<sub>
<italic>f</italic>
</sub> is the filter inductance value; <italic>f</italic>
<sub>
<italic>1</italic>
</sub> is the grid frequency; <italic>K</italic>
<sub>
<italic>m</italic>
</sub> is the modulation gain; <italic>K</italic>
<sub>
<italic>d</italic>
</sub> is the current loop decoupling factor; <italic>I</italic>
<sub>
<italic>dr</italic>
</sub> and <italic>I</italic>
<sub>
<italic>qr</italic>
</sub> are the steady-state values of the d-axis and q-axis current references, respectively.</p>
<p>The positive sequence impedance of the grid-forming control can be calculated as:<disp-formula id="e14">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>F</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">4</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">f</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">4</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
<disp-formula id="e15">
<mml:math id="m16">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">4</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold-italic">3</mml:mn>
<mml:msub>
<mml:mi mathvariant="bold-italic">V</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold-italic">4</mml:mn>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mi mathvariant="bold-italic">N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">del</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">G</mml:mi>
<mml:mn mathvariant="bold-italic">3</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>where <italic>V</italic>
<sub>
<italic>1</italic>
</sub> is the effective value of the voltage at PCC point; <italic>&#x3c6;</italic>
<sub>
<italic>vir</italic>
</sub> &#x3d; <italic>&#x3b4;</italic>&#x2b;<italic>&#x3c0;</italic>/2, <italic>&#x3b4;</italic> is the virtual power angle; and <italic>&#x3c6;</italic>
<sub>
<italic>i1</italic>
</sub> is the fundamental current phase.</p>
<p>The system parameters of GFL control and GFM control evaluated in this paper are shown in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>. The control parameters ensure good dynamic performance and can be utilized to analyze their stability when connected to the weak grid.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>GFM control parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Physical quantities</th>
<th align="center">Parameters</th>
<th align="center">Physical quantities</th>
<th align="center">Parameters</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<italic>J</italic>
</td>
<td align="center">1.98</td>
<td align="center">
<italic>C</italic>
<sub>
<italic>f</italic>
</sub>/&#x3bc;F</td>
<td align="center">20</td>
</tr>
<tr>
<td align="center">
<italic>D</italic>
<sub>
<italic>d</italic>
</sub>
</td>
<td align="center">50</td>
<td align="center">
<italic>V</italic>
<sub>
<italic>1</italic>
</sub>/V</td>
<td align="center">8,165</td>
</tr>
<tr>
<td align="center">
<italic>L</italic>
<sub>
<italic>f</italic>
</sub>
<italic>/</italic>H</td>
<td align="center">0.33</td>
<td align="center">
<italic>P</italic>
<sub>
<italic>ref</italic>
</sub>/MW</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">
<italic>&#x3c6;</italic>
<sub>
<italic>i1</italic>
</sub>
<italic>/</italic>rad</td>
<td align="center">0</td>
<td align="center">
<italic>f</italic>
<sub>
<italic>1</italic>
</sub>/Hz</td>
<td align="center">50</td>
</tr>
<tr>
<td align="center">
<italic>l</italic>
<sub>
<italic>g</italic>
</sub>
<italic>/</italic>H</td>
<td align="center">0.14</td>
<td align="center">
<italic>&#x3b4;</italic>/rad</td>
<td align="center">0.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>GFL control parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Physical quantities</th>
<th align="center">Parameters</th>
<th align="center">Physical quantities</th>
<th align="center">Parameters</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<italic>K</italic>
<sub>
<italic>d</italic>
</sub>
</td>
<td align="center">28.2</td>
<td align="center">
<italic>C</italic>
<sub>
<italic>f</italic>
</sub>/&#x3bc;F</td>
<td align="center">20</td>
</tr>
<tr>
<td align="center">
<italic>K</italic>
<sub>
<italic>p-c</italic>
</sub>
</td>
<td align="center">3,750</td>
<td align="center">
<italic>K</italic>
<sub>
<italic>p-pll</italic>
</sub>
</td>
<td align="center">0.022</td>
</tr>
<tr>
<td align="center">
<italic>K</italic>
<sub>
<italic>i-c</italic>
</sub>
</td>
<td align="center">1,250</td>
<td align="center">
<italic>K</italic>
<sub>
<italic>i-pll</italic>
</sub>
</td>
<td align="center">0.3919</td>
</tr>
<tr>
<td align="center">
<italic>V</italic>
<sub>
<italic>d</italic>
</sub>/V</td>
<td align="center">8,165</td>
<td align="center">
<italic>K</italic>
<sub>
<italic>m</italic>
</sub>
</td>
<td align="center">0.702</td>
</tr>
<tr>
<td align="center">
<italic>L</italic>
<sub>
<italic>f</italic>
</sub>/H</td>
<td align="center">0.15</td>
<td align="center">
<italic>V</italic>
<sub>
<italic>dc</italic>
</sub>/kV</td>
<td align="center">45</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The amplitude-frequency characteristic curves of the positive sequence impedance for GFM control and GFL control are shown in <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref>. In the figures, the blue and red lines indicate the positive sequence impedance model and the impedance <italic>Z</italic>
<sub>
<italic>g</italic>
</sub>(s) of the grid, respectively. Comparing <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref>, we can see that the impedance amplitude of the GFM control is smaller than that of the GFL control in the low and medium frequency bands due to the external characteristics of the GFM control are expressed as a voltage source with a small equivalent output impedance. In contrast, the external characteristics of the GFL control are expressed as a current source with a more significant equivalent output impedance. At the same time, the positive sequence impedance of the GFM control is inductive, which is consistent with the impedance characteristics under the weak grid. In comparison, the positive sequence impedance of the GFL control is capacitive in the middle frequency band, which leads to the oscillation problem of the GFL control interacting with the inductive grid.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>GFM control positive sequence impedance.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>GFL control positive sequence impedance.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g004.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Large disturbance synchronous stability analysis</title>
<sec id="s4-1">
<title>4.1 GFM large disturbance stability</title>
<p>GFM converter controls its output voltage through the reactive control loop. Assuming that the voltage at the output is a constant value, the grid voltage is <italic>U</italic>
<sub>
<italic>g</italic>
</sub>&#x2220;0, and the grid resistance is ignored, the active power output of the GFM converter can be expressed as follows:<disp-formula id="e16">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">X</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="bold-italic">sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>Eq. <xref ref-type="disp-formula" rid="e16">16</xref> shows that the active power output Pe is related to the grid impedance <italic>X</italic>
<sub>
<italic>g</italic>
</sub>, network side voltage, and virtual power angle. Merging Eqs <xref ref-type="disp-formula" rid="e4">4</xref>, <xref ref-type="disp-formula" rid="e16">16</xref>, the active power control loop for the GFM control is:<disp-formula id="e17">
<mml:math id="m18">
<mml:mrow>
<mml:mi mathvariant="bold-italic">J</mml:mi>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mo>&#xa8;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">P</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">ref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msqrt>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">X</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
</mml:mfrac>
<mml:mi mathvariant="bold-italic">sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">D</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
</mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
</p>
<p>This equation leads to the GFM control transient model (see <xref ref-type="fig" rid="F5">Figure 5</xref>). Eq. <xref ref-type="disp-formula" rid="e16">16</xref> determines the system recovery capability, while the deviation of the power reference value <italic>P</italic>
<sub>
<italic>ref</italic>
</sub> from the actual active power output drives the virtual rotor motion, the output angular frequency <italic>&#x3c9;</italic>, and the angle <italic>&#x3b4;</italic>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>GFM control transient model.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g005.tif"/>
</fig>
<p>From Eq. <xref ref-type="disp-formula" rid="e17">17</xref> and the transient model shown in <xref ref-type="fig" rid="F5">Figure 5</xref>, it is clear that the system restoring capability is related to the grid impedance. The Pe-<italic>&#x3b4;</italic> curves of the GFM control with different grid strengths and voltage dips are given in <xref ref-type="fig" rid="F6">Figure 6</xref>. The solid line corresponds to the strong grid with short-circuit ratio SCR &#x3d; 4, while the dashed line corresponds to the weak grid with short-circuit ratio SCR &#x3d; 2. When in the strong grid condition, assuming that the GFM control initially operates at the equilibrium point a, when the grid voltage drops from 1 pu to 0.6 pu, the power angle characteristic curve will change from the solid blue line to the solid red line. At that time, the acceleration power <italic>P</italic>
<sub>
<italic>re</italic>
</sub>-<italic>P</italic>
<sub>
<italic>e</italic>
</sub> is more significant than zero, and the output angular frequency increases. The drive <italic>&#x3b4;</italic> red solid line moves to the equilibrium point b and reaches the maximum angular frequency at point b. After passing through point b, the acceleration power becomes negative, so the system output angular frequency decreases. As shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, the deceleration area is more prominent at this point, and <italic>&#x3b4;</italic> can re-stabilize at equilibrium point b. However, if the deceleration area is too small so that the angular frequency is still greater than <italic>&#x3c9;</italic>
<sub>
<italic>N</italic>
</sub> when passing through point c, the system will lose stability. Therefore, as seen in <xref ref-type="fig" rid="F6">Figure 6</xref>, the weak grid condition indicated by the dashed line leads to a significant decrease in the <italic>P</italic>
<sub>
<italic>e-&#x3b4;</italic>
</sub> curve due to the increase in grid impedance. In the same deep voltage dip case, the power angle curve changes from the blue dashed line to the red dashed line after the system contains almost no deceleration area, leading to system instability. The above analysis shows that the reduction in grid strength leads to a reduction in the stability of large disturbances in the GFM control.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Schematic diagram of large disturbance stability analysis of GFM control converters.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g006.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 GFL large disturbance stability</title>
<p>GFL control relies on the PLL module to identify terminal voltage <italic>U</italic>
<sub>
<italic>t</italic>
</sub> to provide synchronous phase <italic>&#x3b8;</italic>
<sub>
<italic>pll</italic>
</sub> for synchronous operation. The large disturbance stability of GFL control mainly depends on the closed-loop control composed of a PLL module and current control. The phase-locked loop dynamics can be represented in <xref ref-type="fig" rid="F7">Figure 7</xref>. Under normal operating conditions, the output current vector <italic>I</italic>, the terminal voltage vector <italic>U</italic>
<sub>
<italic>t</italic>
</sub>, and the grid voltage vector <italic>U</italic>
<sub>
<italic>g</italic>
</sub> rotate at the output angular velocity <italic>&#x3c9;</italic>
<sub>
<italic>pll</italic>
</sub> of the PLL in a GFL system.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Grid-following control phase locked loop dynamics.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g007.tif"/>
</fig>
<p>Assuming that the dynamic performance of the GFM control meets the requirement that <italic>I</italic> is consistent with the reference value I<sub>
<italic>dqref</italic>
</sub> In this case, there are:<disp-formula id="e18">
<mml:math id="m19">
<mml:mrow>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">qref</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">j</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b8;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>From Eq. <xref ref-type="disp-formula" rid="e18">18</xref>, it can be seen that the actual output current <italic>I</italic> of GFL control is related to <italic>I</italic>
<sub>
<italic>dqref</italic>
</sub> and the PLL dynamics, and its terminal voltage can be expressed as:<disp-formula id="e19">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="bold-italic">I</mml:mi>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>where <italic>Z</italic>
<sub>
<italic>g</italic>
</sub> &#x3d; <italic>R</italic>
<sub>
<italic>g</italic>
</sub> &#x2b; <italic>jX</italic>
<sub>
<italic>g</italic>
</sub> represents the line impedance, and <italic>R</italic>
<sub>
<italic>g</italic>
</sub> is generally small in a large inductive power grid. According to Eqs <xref ref-type="disp-formula" rid="e18">18</xref>, <xref ref-type="disp-formula" rid="e19">19</xref>, the PLL dynamics further influence the terminal voltage by affecting the output current. The terminal voltage is added to the PLL module, which, in turn, affects its output phase.</p>
<p>According to the PLL model, the terminal voltage q-axis component can be expressed as:<disp-formula id="e20">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">u</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">qref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mn mathvariant="bold-italic">0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(20)</label>
</disp-formula>
</p>
<p>As can be seen from Eq. <xref ref-type="disp-formula" rid="e20">20</xref>, <italic>u</italic>
<sub>
<italic>tq</italic>
</sub> is determined by grid impedance, grid-side voltage, current reference value, and PLL output phase. Combining Eq. <xref ref-type="disp-formula" rid="e20">20</xref> with the PLL dynamics, a transient model with grid control can be obtained (see <xref ref-type="fig" rid="F8">Figure 8</xref>), where <italic>&#x3b4;</italic> in the figure is the virtual power angle.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>GFL control transient model.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g008.tif"/>
</fig>
<p>The model in <xref ref-type="fig" rid="F8">Figure 8</xref> can be organized as:<disp-formula id="e21">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">u</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mo>&#xa8;</mml:mo>
</mml:mover>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
</p>
<p>Where,<disp-formula id="e22">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">u</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">qref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
<mml:mn mathvariant="bold-italic">0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(22)</label>
</disp-formula>
<disp-formula id="e23">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mn mathvariant="bold-italic">1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn mathvariant="bold-italic">1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(23)</label>
</disp-formula>
<disp-formula id="e24">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mn mathvariant="bold-italic">2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(24)</label>
</disp-formula>
</p>
<p>According to the GFL control transient model and Eq. <xref ref-type="disp-formula" rid="e21">21</xref>, the PI parameter (k<sub>
<italic>p-pll</italic>
</sub> &#x2b; k<sub>
<italic>i-pll/s</italic>
</sub>) of PLL can be regarded as virtual inertia; L<sub>
<italic>gidref</italic>
</sub> can be considered as system damping. The deviation between the input u<sub>
<italic>in</italic>
</sub> and U<sub>
<italic>g</italic>
</sub>sin(<italic>&#x3b4;</italic>) drives the PLL action, and outputs angular frequency <italic>&#x3c9;</italic>
<sub>
<italic>pll</italic>
</sub> and virtual power angle <italic>&#x3b4;</italic>. Unlike the configuration control adjustable damping coefficient, there are:<disp-formula id="e25">
<mml:math id="m26">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold-italic">cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn mathvariant="bold-italic">0</mml:mn>
</mml:mrow>
</mml:math>
<label>(25)</label>
</disp-formula>
<disp-formula id="e26">
<mml:math id="m27">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mi mathvariant="bold-italic">arccos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">l</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">dref</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">U</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="italic">pll</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mi mathvariant="italic">&#x2208;</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn mathvariant="bold-italic">0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(26)</label>
</disp-formula>
</p>
<p>In other words, when Eqs <xref ref-type="disp-formula" rid="e25">25</xref>, <xref ref-type="disp-formula" rid="e26">26</xref> are satisfied, there is positive damping with GFL control, which is conducive to the recovery of the converter in the transient process. Otherwise, GFL control will appear as negative damping and thus, destroying its large disturbance stability.</p>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> shows the u<sub>
<italic>tq</italic>
</sub>-<italic>&#x3b4;</italic> curve of GFL control under transient conditions. Assuming that the GFL control initially runs at the equilibrium point b, when the voltage input increases from u<sub>
<italic>ino</italic>
</sub> to u<sub>
<italic>in</italic>
</sub>, the accelerating voltage (u<sub>
<italic>in</italic>
</sub>-u<sub>
<italic>tq</italic>
</sub>) drives u<sub>
<italic>tq</italic>
</sub> to point a. At this point, the accelerating voltage is zero, but the angular frequency &#x3c9;<sub>
<italic>pll</italic>
</sub> is still higher than the synchronous angular frequency <italic>&#x3c9;</italic>
<sub>
<italic>o</italic>
</sub>, causing <italic>&#x3b4;</italic> increase. When the <italic>&#x3b4;</italic> is greater than <italic>&#x3b4;</italic>
<sub>
<italic>a</italic>
</sub>, the accelerating voltage becomes negative, and the driving <italic>&#x3c9;</italic>
<sub>
<italic>pll</italic>
</sub> decelerates to <italic>&#x3c9;</italic>
<sub>
<italic>o</italic>
</sub> and reaches point c. However, since the accelerating voltage is still negative, the <italic>&#x3c9;</italic>
<sub>
<italic>pll</italic>
</sub> continues to decelerate below <italic>&#x3c9;</italic>
<sub>
<italic>o</italic>
</sub> while moving toward point a. If there is positive damping in GFL control, the <italic>&#x3b4;</italic> will stabilize at the new equilibrium point. Under the condition of no damping or negative damping, the <italic>&#x3b4;</italic> will constantly oscillate between point b and point c, or even away from the original equilibrium point. Since the damping coefficient is negatively correlated with <italic>L</italic>
<sub>
<italic>g</italic>
</sub>, a large <italic>L</italic>
<sub>
<italic>g</italic>
</sub> will cause negative damping of the system, resulting in system instability under a weak grid. In addition, increasing <italic>L</italic>
<sub>
<italic>g</italic>
</sub> will also increase <italic>u</italic>
<sub>
<italic>in</italic>
</sub>, thereby increasing the acceleration area in the transient process, which is not conducive to system stability.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Schematic diagram of large disturbance stability analysis of GFL control converters.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g009.tif"/>
</fig>
<p>In summary, the impedance of the power grid affects both GFL control and GFM control. Strong grid conditions can improve the large disturbance stability of both controls. However, under a weak power grid, the damping coefficient of the GFM control converter is only determined by the control parameter <italic>D</italic>
<sub>
<italic>d</italic>
</sub>, which can easily maintain the positive damping effect. However, due to the damping coefficient of the GFL control converter, the parameter <italic>L</italic>
<sub>
<italic>g</italic>
</sub> is affected. When the grid impedance is high under the weak grid, the GFL control converter will show negative damping and reduce its large disturbance stability.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Simulation verification</title>
<p>In order to verify the correctness of the stability analysis of small disturbance and large disturbance proposed in this paper under weak power grid, a simulation model of electromagnetic transient of GFL control and GFM control is built in Matlab/Simulink. The control parameters are shown in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref> above and the grid reference voltage is 10&#xa0;kV. The grid inductance <italic>l</italic>
<sub>
<italic>g</italic>
</sub> is set to 0.1062&#xa0;H for a weak power grid and the short circuit ratio SCR &#x3d; 2, while the <italic>l</italic>
<sub>
<italic>g</italic>
</sub> is set to 0.0531&#xa0;H and the short circuit ratio SCR &#x3d; 4 for a strong power grid.</p>
<sec id="s5-1">
<title>5.1 Verification of small disturbance stability</title>
<p>In this section, different short-circuit ratios are used to simulate the power grid strength to verify the small disturbance stability of GFL and GFM control under the weak power grid. In the simulation experiment, these controls are first utilized in the strong grid condition (SCR &#x3d; 4). The impedance switch between GFL and GFM control in 1.5&#xa0;s, respectively, to make them work in the weak grid condition (SCR &#x3d; 2). <xref ref-type="fig" rid="F10">Figure 10</xref> presents the results of the three-phase current simulation experiment under the simulated grid strength of GFL control under different short-circuit ratios and the analysis results of the Total Harmonic Distortion (THD). It can be seen that in a strong power grid, the GFL control can operate stably, and the harmonic components of the output current are nearly zero. The three-phase current remains balanced, but when switching to the weak grid for SCR &#x3d; 2, the three-phase current waveform has equal amplitude oscillations and loses stability, THD is as high as 20%. In contrast, the three-phase current with GFM control in <xref ref-type="fig" rid="F11">Figure 11</xref> has amplitude reduction oscillations under the condition of a strong power grid. The oscillation frequency and amplitude comparison performance are smaller than that of the weak grid type and the THD of GFM control under strong power grid conditions is approximately 9%. At the same time, GFM control can operate stably under weak grid conditions, and the three-phase current will be balanced quickly, and THD is only 1%. The simulation results are consistent with the analysis results of the small disturbance stability of the two types of control in a weak power grid in this paper. The small disturbance stability of GFM control under the weak network is significantly better than that of GFL control.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Simulation of three-phase currents with different short-circuit ratios for GFL control and its THD analysis results: <bold>(A)</bold> Simulation result; <bold>(B)</bold> THD analysis results for SCR &#x3d; 4; <bold>(C)</bold> THD analysis results for SCR &#x3d; 2.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g010.tif"/>
</fig>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Simulation of three-phase currents with different short-circuit ratios for GFM control and its THD analysis results: <bold>(A)</bold> Simulation result; <bold>(B)</bold> THD analysis results for SCR &#x3d; 4; <bold>(C)</bold> THD analysis results for SCR &#x3d; 2.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g011.tif"/>
</fig>
</sec>
<sec id="s5-2">
<title>5.2 Verification of large disturbance stability</title>
<p>In order to verify the large disturbance stability of GFL and GFM control, the grid voltage drop of different degrees is simulated for these controls based on different power grid strengths. The grid voltage is reduced for a small voltage drop from 1 pu to 0.8 pu at 2.5&#xa0;s. <xref ref-type="fig" rid="F12">Figures 12A, B</xref> are the three-phase current simulation results of GFM and GFL control under the strong grid condition with SCR &#x3d; 4, respectively. It can be seen that under strong grid conditions when the voltage drops slightly, both controls can maintain stability after the voltage drops. GFM control in <xref ref-type="fig" rid="F12">Figure 12A</xref> has enough deceleration area to remain stable after a voltage drop. However, its transient process is slightly longer than the GFL control, as shown in <xref ref-type="fig" rid="F12">Figure 12B</xref>. The transient and steady-state currents after returning to stability are more significant than the GFL control. It can be seen that under a strong power grid condition, GFL control can stabilize faster than GFM control after a small voltage drop. The current amplitude of GFL control after stabilization is also lower than that of GFM control, which makes it difficult to exceed the current protection limit after the voltage drop.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Simulation of three-phase currents for GFM and GFL control under strong grid: voltage dips to 0.8 pu: <bold>(A)</bold> GFM; <bold>(B)</bold> GFL.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g012.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F13">Figures 13A, B</xref> are the three-phase current simulation results of the two controls under weak grid conditions with SCR &#x3d; 2. Under weak grid conditions, although the increase of grid impedance reduces the power angle characteristic curve of GFM control due to the low voltage drop amplitude, GFM control still has a sufficient deceleration area (see <xref ref-type="fig" rid="F13">Figure 13A</xref>). GFM control can remain stable, and the transient and steady-state currents are more substantial and lower in the power grid state. For GFL control shown in <xref ref-type="fig" rid="F13">Figure 13B</xref>, the three-phase current waveform is unstable be-fore and after the voltage drop. The oscillation amplitude increases after the voltage drop because the voltage is initially unstable before and after. The weak grid makes GFL control appear negative damping; thus, the three-phase current waveform is un-stable before and after the voltage drop. The oscillation amplitude further increases after the voltage drop.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Simulation of three-phase currents for GFM and GFL control under weak grid: voltage dips to 0.8 pu: <bold>(A)</bold> GFM; <bold>(B)</bold> GFL.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g013.tif"/>
</fig>
<p>Considering the significant voltage drop, we reduce the grid voltage from 1 pu to 0.6 pu at 2.5&#xa0;s about these two controls. <xref ref-type="fig" rid="F14">Figure 14A</xref> is the three-phase current simulation results of GFM control under the condition of a strong power grid. According to the analysis of <xref ref-type="sec" rid="s4-1">Section 4.1</xref>, at this time, due to the acceleration area still tiny than the deceleration area, after a transient process for about 0.4&#xa0;s, the GFM control under the strong grid is stable after the voltage drop and the three-phase cur-rent is balanced. However, the transient process is more extended, and the steady-state current is high. With the same condition, the GFL control shown in <xref ref-type="fig" rid="F14">Figure 14B</xref> has significantly superior performance after voltage drop, the transient process is shorter, and the current amplitude is unchanged after stabilization, which can better avoid the over-current.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Simulation of three-phase currents for GFM and GFL control under strong grid: voltage dips to 0.6 pu: <bold>(A)</bold> GFM; <bold>(B)</bold> GFL.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g014.tif"/>
</fig>
<p>In the case of a weak grid, the GFM control shown in <xref ref-type="fig" rid="F15">Figure 15A</xref> becomes unstable after the voltage drop. According to the power angle characteristic curve of GFM control shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, due to the large impedance of the power grid, at this time, the power angle curve is significantly reduced. Moreover, the deceleration area is insufficient after the voltage drop, resulting in the instability of GFM control. For Grid-following control under the same condition, as shown in <xref ref-type="fig" rid="F15">Figure 15B</xref>, the three-phase current waveform is similar to the case of a slight voltage drop. The more significant grid impedance makes GFL control unstable before the voltage drop. The voltage drop further aggravates the oscillation due to the negative damping effect. The above simulation results are consistent with the analysis of enormous disturbance stability in <xref ref-type="sec" rid="s4">Section 4</xref>.</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Simulation of three-phase currents for GFM and GFL control under weak grid: voltage dips to 0.6 pu: <bold>(A)</bold> GFM; <bold>(B)</bold> GFL.</p>
</caption>
<graphic xlink:href="fenrg-11-1242024-g015.tif"/>
</fig>
<p>In summary, according to the analysis of the stability of small disturbance and large disturbance of the GFL control and GFM control, as well as the simulation experiment results, the following conclusions can be further drawn: GFL control is more suitable for strong power grids with SCR &#x3e;4, while instability is prone to occur under weak power grid conditions with SCR &#x3c;2. On the other hand, for GFM control, under strong power grid conditions with SCR &#x3e;4, its stability under small disturbances is worse than that of GFL control. However, as SCR decreases, indicating a decrease in grid strength, GFM control gradually outperforms GFL control in terms of stability. Under weak power grid conditions with SCR &#x3c;2, significant large disturbance stability issues only exist when the grid voltage decreases significantly. In other cases, GFM control demonstrates significant advantages in stability compared to GFL control.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>This paper first compared and analyzed the small disturbance stability of GFL and GFM control based on the impedance analysis method. And then, separately, the paper analyzed the influence of the power grid strength on the large disturbance stability of GFL and GFM control based on the equal area rule. The following conclusions can be drawn from the comparative analysis and simulation results of the two control methods.<list list-type="simple">
<list-item>
<p>(1) The equivalent impedance of the GFL control converter in the medium frequency band is large and capacitive, and it is easy to oscillate when interacting with an inductive power grid. In contrast, the equivalent impedance of the GFM control is small and inductive, which has better small interference stability under a weak power grid.</p>
</list-item>
<list-item>
<p>(2) In strong power grids, GFL control maintains a positive damping effect, whereas under weak grid conditions, GFL control exhibits negative damping, aggravates the oscillation and further deteriorating its significant interference stability. GFM control damping can be adjusted, and its enormous disturbance stability under the weak grid is better than GFL control. However, the large grid impedance will reduce the power angle characteristic curve, and it is easy to have a significant disturbance stability problem in the case of a deep voltage drop.</p>
</list-item>
<list-item>
<p>(3) GFL control is more suitable for application in strong power grid conditions with SCR &#x3e;4. Under conditions where 2 &#x3c; SCR &#x3c; 4, the large disturbance stability and small disturbance stability of GFM control gradually surpass GFL control as the grid strength decreases. Under weak power grid conditions with SCR &#x3c;2, GFL control exhibits poorer stability, while GFM control only experiences significant large disturbance stability issues when there is a deep voltage drop. Overall, GFM control is more suitable for application in weak power grids compared to GFL control.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>Conceptualization, ZX; methodology, ZX and YQ; software, ZX; validation, ZL and CJ; resources, BZ; data curation, BZ; writing&#x2013;original draft preparation, ZX; Table drawing, YQ; writing&#x2013;review and editing, ZL and CJ; project administration, ZX; funding acquisition, ZX and XC; review comments reply and modify, XC. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was funded by the Technology Programme of State Grid Xinjiang and grant number 5230DK22000V.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>Authors ZX, YQ, ZL, CJ, and BZ were employed by Xinjiang Electric Power Research Institute of State Grid Xinjiang Electric Power, Co., Ltd. Author XC was employed by State Grid Xinjiang Power Co., Ltd.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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