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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">1115146</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.1115146</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>Research on optimum extended phase-shift control with minimum peak-to-peak current of DAB converter applied to small DC power grid</article-title>
<alt-title alt-title-type="left-running-head">Shi 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.2022.1115146">10.3389/fenrg.2022.1115146</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shi</surname>
<given-names>Shuhuai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2124040/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Du</surname>
<given-names>Junli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1991677/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Binbing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Dawei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guan</surname>
<given-names>Honglu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Feng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Grid Henan Electric Power Research Institute</institution>, <addr-line>Zhengzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Electrical Engineering, Xi&#x2019;an Jiaotong University</institution>, <addr-line>Xi&#x2019;an</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/1593285/overview">Di Cao</ext-link>, University of Electronic Science and Technology of China, 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/1667134/overview">Tianhua Zhu</ext-link>, Aalborg University, Denmark</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2126272/overview">Bo Chen</ext-link>, Tianjin University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2129124/overview">Changkun Du</ext-link>, Beijing Institute of Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shuhuai Shi, <email>shishuhuai@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Process and Energy Systems Engineering, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1115146</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Shi, Du, Xia, Xia, Guan and Wang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Shi, Du, Xia, Xia, Guan and Wang</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>The Dual Active Bridge (DAB) DC-DC converter has the ability of bidirectional power transmission and the modulation scheme that is easy to implement, which can ensure the efficient transmission of energy in the system. Therefore, it is often used in various scenarios of small DC grid, such as energy storage, photovoltaic system, electric vehicle charging and so on. The main methods to improve the efficiency of dual active bridge include reducing the effective value of current and widening the soft switching area. Based on the above idea, an optimized extended phase-shift (EPS) modulation strategy is proposed in this paper. The modulation strategy achieves the goal of reducing the effective value of the current through the constraint optimization of the corresponding variables, and then improves the efficiency of the converter. In this paper, the working principles of several typical modulation strategies are introduced in detail, and then the power characteristics and soft-switching characteristics of the new method and other commonly used modulation schemes are analyzed and compared. Finally, the effectiveness of the optimization method for extended phase-shift modulation strategy is verified by the dual active bridge experimental prototype.</p>
</abstract>
<kwd-group>
<kwd>dual-active-bridge converter</kwd>
<kwd>efficiency</kwd>
<kwd>soft switching</kwd>
<kwd>modulation strategy</kwd>
<kwd>constrained optimization</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Simple equipment structure and strong ability to connect different distributed generations (<xref ref-type="bibr" rid="B14">Marquardt, 2010</xref>; <xref ref-type="bibr" rid="B10">Lin et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Liu et al., 2020</xref>). In DC distributed energy generation system, DC/DC converters connect different DC voltage buses and renewable resources (<xref ref-type="bibr" rid="B20">Xiong et al., 2015</xref>; <xref ref-type="bibr" rid="B24">Zhao et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Liu et al., 2022a</xref>). Therefore, its performance determines the economy, reliability and stability of the whole DC distribution system (<xref ref-type="bibr" rid="B3">Cornea et al., 2017</xref>; <xref ref-type="bibr" rid="B16">Pannala et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Xiong et al., 2022</xref>).</p>
<p>However, the duty cycle of the trigger pulse under phase-shift modulation is fixed, which increases the difficulty of adjusting the soft switching region. Therefore, reference (<xref ref-type="bibr" rid="B23">Xu et al., 2004</xref>; <xref ref-type="bibr" rid="B6">Inoue and Akagi, 2007</xref>; <xref ref-type="bibr" rid="B17">Park and Choi, 2014</xref>; <xref ref-type="bibr" rid="B2">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Li and Shi, 2019</xref>) proposed an asymmetric duty cycle modulation (ADM) scheme with duty cycle as the control variable. Compared with phase-shift modulation, ADM control significantly reduces the current stress and expands the soft-switching range, and its advantages are more obvious when the input voltage does not match the output voltage (<xref ref-type="bibr" rid="B19">Xie et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Khan et al., 2015</xref>; <xref ref-type="bibr" rid="B4">Hou and Li, 2021</xref>; <xref ref-type="bibr" rid="B18">Quan et al., 2022</xref>). In addition, ADM control can also be applied to other DC converters, such as double-active half-bridge and three-phase double-active bridge (<xref ref-type="bibr" rid="B8">Kim et al., 2009</xref>; <xref ref-type="bibr" rid="B15">Ngo et al., 2012</xref>; <xref ref-type="bibr" rid="B1">Chakraborty and Chattopadhyay, 2018</xref>; <xref ref-type="bibr" rid="B5">Huang et al., 2019</xref>). However, the ADM control contains only two degrees of freedom, which limits the flexibility of the control (<xref ref-type="bibr" rid="B21">Xiong et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Zhou et al., 2021</xref>; <xref ref-type="bibr" rid="B13">Liu et al., 2022b</xref>).</p>
<p>In order to further reduce the current stress characteristics and expand the soft switching region, and then improve the efficiency of DAB, anoptimized EPS modulation scheme is proposed to further reduce the current stress and widen soft-switching range. Firstly, the multi-duty modulation is introduced in detail, including the working principle, typical working waveform and steady-state characteristics. Then, based on MATLAB simulation, the optimization of the current RMS is realized. After that, the comprehensive performance of multi-duty modulation and other traditional modulation methods of DAB is compared, including current RMS, peak current and soft switching characteristics. Finally, a DAB experimental prototype is built, and the effectiveness of the proposed method is verified by experiments.</p>
</sec>
<sec id="s2">
<title>2 Dual active bridge DC/DC converter</title>
<sec id="s2-1">
<title>2.1 Operation principle of dual active bridge DC-DC converter</title>
<p>The typical structure of DAB converter in small DC power grid is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. A typical configuration of the basic structure of topology of the DAB converter is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, mainly comprising two symmetrical full bridges, an inductor <italic>L</italic> and a high frequency transformer. The ratio of the transformer is <italic>n</italic>. The two symmetrical full-bridges are composed of IGBT switches and its corresponding anti-parallel diodes, so they have the advantage of bidirectional energy transmission ability. <italic>V</italic>
<sub>1</sub> and <italic>V</italic>
<sub>2</sub> are the input and output voltages of the converter, respectively. <italic>V</italic>
<sub>H1</sub> and <italic>V</italic>
<sub>H2</sub> are the AC equivalent voltages on the primary and secondary sides of the high-frequency transformer, respectively. The voltage matching ratio <italic>k</italic> is defined herein as follows.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The DAB converter applied to small DC power grid topology.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The typical topology of DAB converter.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g002.tif"/>
</fig>
<p>According to the voltage matching ratio <italic>k</italic> and the transmission power <italic>P</italic> of the converter, the operation modes of the DAB converter can be divided into the following four types.</p>
<p>1) <italic>k</italic> &#x3e; 1, <italic>p</italic> &#x3e; 0: Forward Boost Transfer Mode. 2) <italic>k</italic> &#x3c; 1, <italic>p</italic> &#x3e; 0: Forward Buck Transfer Mode. 3) <italic>k</italic> &#x3e; 1, <italic>p</italic> &#x3c; 0: Reverse boost transfer model. 4) <italic>k</italic> &#x3c; 1, <italic>p</italic> &#x3c; 0: Reverse Buck Transfer Mode.</p>
</sec>
<sec id="s2-2">
<title>2.2 Fundamentals of extended phase-shift modulation</title>
<p>The modulation optimization strategy of DAB converter mainly focuses on the modulation scheme and the optimization objective function. The modulation scheme determines the operation mode and steady state of the DAB converter. The selection of the optimization target is closely related to the optimization effect and the implementation method. Therefore, the basic principle and typical operation waveforms of EPS modulation are introduced in this section.</p>
<p>Under the control of EPS, the primary H-bridge is modulated with an inner phase-shift ratio<italic>D</italic>
<sub>1</sub> which is between <italic>Q</italic>
<sub>1</sub> and <italic>Q</italic>
<sub>4</sub>, and the secondary H-bridge is modulated by SPS. <italic>D</italic>
<sub>2</sub> is the external phase shift ratio between IGBT <italic>Q</italic>
<sub>1</sub> and <italic>Q</italic>
<sub>5</sub>.</p>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> shows the four typical operating waveforms under EPS modulation schemes and device conduction interval without direct power transfer. <xref ref-type="fig" rid="F3">Figure 3</xref> also shows the AC equivalent waveforms <italic>V</italic>
<sub>H1</sub> and <italic>V</italic>
<sub>H2</sub>, the inductor current <italic>i</italic>
<sub>L</sub> waveform, and the trigger pulse waveform of the switch tube in two typical working modes under the control of EPS. When the voltage conversion ratio <italic>k</italic> &#x3e; 1 (<italic>k</italic> &#x3c; 1), DAB works in buck (boost) mode. The equations of transmission power are expressed as follows.<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>i</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mn>0</mml:mn>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>h</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>i</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The operation waveform for EPS modulation of DAB converter: <bold>(A)</bold> EPS mode A; <bold>(B)</bold> EPS mode B; <bold>(C)</bold> EPS mode C; <bold>(D)</bold> EPS mode D.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g003.tif"/>
</fig>
<p>The reference transmission power can be defined as follows.<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>8</mml:mn>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec id="s3">
<title>3 Optimized EPS modulation strategy</title>
<p>Determining the optimization objectives and constraints of EPS control, this paper takes EPSoperating mode 2 as an example to analyze soft-switching characteristics and corresponding optimizations.</p>
<p>The ZVS condition is important to reduce switching losses. The ZVS of each IGBT depends on the current direction at each switching instant. In EPS Mode 2, all devices can achieve ZVS. <xref ref-type="fig" rid="F4">Figure 4</xref> shows a detailed analysis of ZVS in EPS operating mode 2.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The circuit configuration of detailed ZVS analysis under optimized EPS mode: <bold>(A)</bold> period 1 from t0 to t1; <bold>(B)</bold> period 2 from t1 to t2; <bold>(C)</bold> period 3 from t2 to t3; <bold>(D)</bold> period 4 from t3 to t4; <bold>(E)</bold> period 5 from t4 to t5; <bold>(F)</bold> period 6 from t5 to t6; <bold>(G)</bold> period 7 from t6 to t7; <bold>(H)</bold> period 8 from t7 to t8; <bold>(I)</bold> period 9 from t8 to t9; <bold>(J)</bold> period 9 from t9 to t10; <bold>(J)</bold> period 10 from t10 to t11; <bold>(K)</bold> period 11 from t11 to t12; <bold>(L)</bold> period 12 from t12 to t13.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g004.tif"/>
</fig>
<p>In this paper, the RMS current is taken as the optimization target to further reduce the device loss and copper loss. EPS control contains two control degrees of freedom (<italic>D</italic>
<sub>1</sub>&#x2013;<italic>D</italic>
<sub>2</sub>) and its optimization is also restricted by power level <italic>P</italic> and voltage matching ratio <italic>k</italic>, which increases the difficulty of current RMS optimization, and also makes the traditional optimization methods such as derivation method and Lagrange multiplier method no longer applicable. Therefore, the optimization of the effective value of the current under EPS control needs to be realized by means of a reasonable optimization algorithm.</p>
<p>For EPS control, the optimization objective is to minimize the current effective value, where the current effective value is expressed as follows, where the voltage matching ratio <italic>k</italic> is a given value, and the duty cycles <italic>D</italic>
<sub>1</sub>&#x2013;<italic>D</italic>
<sub>2</sub> are the quantities to be solved.<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msubsup>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mi>k</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>The switching loss of the switch tube includes turn-on loss and turn-off loss, and the reduction of the turn-on loss can be realized by optimizing the modulation method to make each device realize ZVS. The premise of ZVS is that the turn-on voltage of the device drops to 0 before the device is turned on. Therefore, if the diode is turned on before the switch tube is turned on, the ZVS of the IGBT can be realized. In EPS operating mode 1, all devices achieve ZVS.</p>
<p>Therefore, the current RMS optimization under EPS control has two non-equality constraints: boundary condition and ZVS.<list list-type="simple">
<list-item>
<p>(1) ZVS: Current direction at each switching instant.</p>
</list-item>
</list>
<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>:</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
<list list-type="simple">
<list-item>
<p>(2) Operation boundary in each operation mode. The current RMS optimization under EPS control also has the equality constraint that the transmission power should be equal to the given value of the transmission power, as shown in formula.</p>
</list-item>
</list>
<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> is a control block diagram of the DAB converter under the control of the EPS. And calculating the voltage matching ratio according to <italic>V</italic>1 and <italic>V</italic>2, performing constraint optimization calculation on the calculated duty ratio, and obtaining the duty ratios <italic>D</italic>1 and <italic>D</italic>2 according to <italic>k</italic>. Then according to the EPS modulation method proposed in this paper, the trigger signals of all IGBTs are obtained to make DAB operate normally.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The control block diagram of DAB converter under optimized EPS control.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g005.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Comparison of operating characteristics of different modulation strategies</title>
<p>In order to verify the effectiveness of the above theoretical analysis and the optimized EPS control, this paper compares the traditional SPS control, EPS control 1 andEPS control 2 and the optimizedEPS control under the same transmission power.</p>
<sec id="s4-1">
<title>4.1 Current RMS comparison</title>
<p>
<xref ref-type="fig" rid="F6">Figures 6A&#x2013;D</xref>, respectively show the distribution of the current effective value corresponding to different modulation strategies in the full power range under different voltage matching ratios. It can be seen that the current effective value under SPS control is the largest, and the current effective value is obviously larger under the matching ratio of light load and low voltage. Optimized EPS control proposed in this paper, EPS control 1 and EPS control 2 can effectively reduce the RMS current of the converter by increasing the modulation control variable. Among these modulation strategies, the optimized EPS modulation has the lowest effective control current in the whole power range.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The Comparison of current RMS values under different modulation strategies and <italic>k</italic>: <bold>(A)</bold> <italic>k</italic> &#x3d; .25; <bold>(B)</bold> <italic>k</italic> &#x3d; .5; <bold>(C)</bold> <italic>k</italic> &#x3d; 1; <bold>(D)</bold> <italic>k</italic> &#x3d; 2.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g006.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 Soft switching range comparison</title>
<p>The increase in switching losses may have a negative impact on the efficiency improvement and heat dissipation of the DAB converter. Widening the soft switching region of the converter is beneficial to eliminating the turn-on loss of the DAB switch tube, especially widening the ZVS region of all IGBTs. <xref ref-type="fig" rid="F7">Figure 7</xref> shows the soft switching regions of the above modulation strategy under different transmission power <italic>P</italic> and voltage matching ratios <italic>k</italic>. It can be seen from the figure that, compared with other modulation strategies, the ZVS region of all IGBT devices under optimized EPS control is the widest. Therefore, the optimized EPS control can extend the soft-switching range and effectively reduce the switching losses of the switches.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The soft-switching performance under different modulation schemes.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g007.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>4.3 Efficiency comparison</title>
<p>The efficiency comparison of different modulation strategies is shown in <xref ref-type="fig" rid="F8">Figure 8</xref>, from which it can be seen that the efficiency of the optimized EPS control method proposed in this paper is the highest in the full power range.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The efficiency comparison between different modulation schemes.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s5">
<title>5 Experimental verification</title>
<p>The DAB converter test platform is shown in <xref ref-type="fig" rid="F9">Figure 9</xref>. It consists of two symmetrical H-bridges, a high-frequency transformer, an inductor and a DSP controller. <xref ref-type="table" rid="T1">Table 1</xref> shows the specific parameter values of the experimental platform, in which the transformation ratio of the high-frequency transformer is <italic>n</italic> &#x3d; 1.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The DAB-based experimental prototype.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g009.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Parameters of the DAB-based prototype.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Inductor L</th>
<th align="center">Switching frequency (kHz)</th>
<th align="center">Input voltage (V)</th>
<th align="center">Output voltage (V)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">value</td>
<td align="center">550uH</td>
<td align="center">10</td>
<td align="center">50</td>
<td align="center">50</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F10">Figures 10A&#x2013;D</xref> are experimental waveforms of optimized EPS control, SPS, EPS control 1, and EPS control 2, respectively, at a transmission power <italic>p</italic> &#x3d; .45 (p.u.) with a voltage matching ratio <italic>k</italic> &#x3d; 1. <xref ref-type="table" rid="T2">Table 2</xref> lists the minimum values of the peak-to-peak current and the effective current of all device under different modulations. Based on the experimental results in <xref ref-type="fig" rid="F10">Figure 10</xref> and <xref ref-type="table" rid="T2">Table 2</xref>, it can be seen that, compared with the existing modulation methods, optimized EPS control proposed in this paper has better performance in terms of the expansion of the soft switching region and the reduction of the current effective value.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The lowest current stress with all semiconductors ZVS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Modulation strategy</th>
<th align="center">Minimum peak current (A)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">SPS</td>
<td align="center">4.88</td>
</tr>
<tr>
<td align="center">EPS 1</td>
<td align="center">2.40</td>
</tr>
<tr>
<td align="center">EPS 2</td>
<td align="center">2.08</td>
</tr>
<tr>
<td align="center">Optimized EPS</td>
<td align="center">1.92</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>The waveform under different modulation schemes: <bold>(A)</bold> Optimized EPS; <bold>(B)</bold> EPS 1; <bold>(C)</bold> EPS 2; <bold>(D)</bold> SPS.</p>
</caption>
<graphic xlink:href="fenrg-10-1115146-g010.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>An optimized EPS modulation strategy is proposed in this paper, which can reduce the RMS current and broaden the soft-switching region, and then improve the efficiency of DAB converter. The optimized EPS modulation strategy uses the algorithm of constrained optimization for achieving the optimization goal of reducing the effective value of current. Compared with the traditional optimization methods, the proposed method has the advantages of low operation complexity and high optimization speed. The above results are verified by MATLAB simulation. Finally, based on the built DAB experimental platform, the RMS current, soft-switching range and efficiency of the proposed optimized EPS modulation strategy are compared with those of other commonly used modulation strategies. The comparison of multiple dimensions shows that the proposed optimized EPS modulation strategy can reduce the RMS current and improve the efficiency, and broaden the soft-switching range of the device. This method provides the possibility for DAB converter to be applied in the scenario of high efficiency and high power density.</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>SS and JD contributed to the conception of the study and performed the data analyses and wrote the manuscript. BX and HG performed the simulation validation. DX and FW contributed significantly to analysis and manuscript preparation.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>Authors SS, JD, DX, and HG were employed by the company State Grid Henan Electric Power Research Institute.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<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>
</sec>
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