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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Adv. Opt. Technol.</journal-id>
<journal-title-group>
<journal-title>Advanced Optical Technologies</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Adv. Opt. Technol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2192-8584</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1745190</article-id>
<article-id pub-id-type="doi">10.3389/aot.2026.1745190</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
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</article-categories>
<title-group>
<article-title>Manufacturing of a toroidal mold for the production of polymeric lenses</article-title>
<alt-title alt-title-type="left-running-head">Santiago-Alvarado 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/aot.2026.1745190">10.3389/aot.2026.1745190</ext-link>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Santiago-Alvarado</surname>
<given-names>Agustin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Granados-Agustin</surname>
<given-names>Ferm&#xed;n S.</given-names>
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<sup>2</sup>
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<surname>Huerta-Carranza</surname>
<given-names>Oliver</given-names>
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<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Cruz-Mart&#xed;nez</surname>
<given-names>V&#xed;ctor M.</given-names>
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<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Alvarado-Mart&#xed;nez</surname>
<given-names>Jorge</given-names>
</name>
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<sup>4</sup>
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<name>
<surname>Avenda&#xf1;o-Alejo</surname>
<given-names>Maximino</given-names>
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<sup>4</sup>
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<aff id="aff1">
<label>1</label>
<institution>Divisi&#xf3;n de Estudios de Posgrado, Universidad Tecnol&#xf3;gica de la Mixteca</institution>, <city>Huajuapan de Le&#xf3;n</city>, <country country="MX">Mexico</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Coordinaci&#xf3;n de &#xd3;ptica, Instituto Nacional de Astrof&#xed;sica, &#xd3;ptica y Electr&#xf3;nica</institution>, <city>Tonanzintla-Puebla</city>, <country country="MX">Mexico</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Departamento de F&#xed;sica, Facultad de Ciencias, Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <city>Ciudad de M&#xe9;xico</city>, <country country="MX">Mexico</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Instituto de Ciencias Aplicadas y Tecnolog&#xed;a, Universidad Nacional Aut&#xf3;noma de M&#xe9;xico</institution>, <city>Ciudad de M&#xe9;xico</city>, <country country="MX">Mexico</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Oliver Huerta-Carranza, <email xlink:href="mailto:oliver@ciencias.unam.mx">oliver@ciencias.unam.mx</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-17">
<day>17</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>15</volume>
<elocation-id>1745190</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>14</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Santiago-Alvarado, Granados-Agustin, Huerta-Carranza, Cruz-Mart&#xed;nez, Alvarado-Mart&#xed;nez and Avenda&#xf1;o-Alejo.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Santiago-Alvarado, Granados-Agustin, Huerta-Carranza, Cruz-Mart&#xed;nez, Alvarado-Mart&#xed;nez and Avenda&#xf1;o-Alejo</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-17">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>The manufacture of optical molds for generating optical components in continuous or batch production has become a great challenge as freeform components are increasingly required. New manufacturing techniques have emerged to meet these technological demands; however, freeform optics present previously unseen manufacturing challenges as traditional optical workshops are designed to produce components with spherical shapes. The mold technique is widely used for batch production, but the main challenge is mold manufacturing. Therefore, the manufacturing process of a toroidal 6061 aluminum optical mold is presented, using a CNC milling machine. To evaluate the finish of the toroidal surface, null screen tests and coordinate measurements were used as these methods allow changes in slopes across the entire surface to be measured in a single evaluation, which is not possible with other tests. The results obtained show that implementation is feasible at a reduced cost, with a Peak to-Valley (PV) error of 0.1806&#xa0;mm and an Root Mean Square (RMS of 0.0402&#xa0;mm in the surface finish, which can be further improved by taking the polishing stage as a guide.</p>
</abstract>
<kwd-group>
<kwd>freeform optical</kwd>
<kwd>milling manufacture</kwd>
<kwd>optical molding</kwd>
<kwd>optical tests</kwd>
<kwd>toroidal mold</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Consejo Nacional de Humanidades, Ciencias y Tecnolog&#xed;as</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100003141</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The authors acknowledge the economic support received by CONAHCYT for the sabbatical fellowship to Agustin Santiago Alvarado (CVU 710606) by number project I0200/111/2024.</funding-statement>
</funding-group>
<counts>
<fig-count count="16"/>
<table-count count="3"/>
<equation-count count="7"/>
<ref-count count="63"/>
<page-count count="13"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Optical Manufacturing and Design</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Freeform surfaces are gaining popularity in new instruments because they enable the generation of desired concentrations, illumination, or images with fewer optical components, making instruments more compact, lightweight, and versatile than those based on traditional components (<xref ref-type="bibr" rid="B48">Rolland et al., 2021</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B15">Ding et al., 2008</xref>; <xref ref-type="bibr" rid="B52">Sha et al., 2021</xref>; <xref ref-type="bibr" rid="B28">Kumar et al., 2022</xref>). This has been made possible by the use of recent manufacturing techniques and the incorporation of polymeric optical materials as traditional techniques pose a great challenge due to inadequate infrastructure for producing them (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B7">Brenner et al., 1993</xref>; <xref ref-type="bibr" rid="B37">Mali et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ottevaere et al., 2004</xref>; <xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Moskaleva et al., 2021</xref>; <xref ref-type="bibr" rid="B23">He et al., 2022</xref>).</p>
<p>The existing techniques for fabricating freeform surfaces include the following: precision glass molding, wet or dry etching photolithography, micro-drilling, hot embossing, laser machining, powder blasting, injection and compression molding, and electrochemical etching; although these techniques allow mass production, they present challenges in the dissolution of the material in all directions, leading to imperfections in the components, long manufacturing times and die replacement, surface scaling, or poor adhesion of the particles subjected to the control of the engraved profile (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Mali et al., 2021</xref>; <xref ref-type="bibr" rid="B42">Moskaleva et al., 2021</xref>; <xref ref-type="bibr" rid="B45">Peixoto et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Lu and Khim, 2001</xref>; <xref ref-type="bibr" rid="B34">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B49">Santiago-Alvarado et al., 2023</xref>; <xref ref-type="bibr" rid="B2">Asgar et al., 2021</xref>; <xref ref-type="bibr" rid="B60">Zhang and Liu, 2017</xref>; <xref ref-type="bibr" rid="B21">Gurganus et al., 2019</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B63">Zhou et al., 2021</xref>; <xref ref-type="bibr" rid="B39">Michaeli et al., 2009</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Moon et al., 2003</xref>; <xref ref-type="bibr" rid="B35">Loaldi et al., 2018</xref>; <xref ref-type="bibr" rid="B24">Huang, 2008</xref>; <xref ref-type="bibr" rid="B38">Mayer, 2007</xref>; <xref ref-type="bibr" rid="B55">Spina et al., 2012</xref>). Other techniques, such as grinding, ultra-precision diamond turning, micro-milling, local grayscale oxidation, direct laser writing, laser catapulting (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Moon et al., 2003</xref>), and scanning beam lithography (e.g., electron beam, focused ion-beam, and particle-beam lithography) (<xref ref-type="bibr" rid="B43">Ottevaere et al., 2004</xref>; <xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>), still present challenges for mass production. Some of these manufacturing processes may require complicated setups, where optimal processing parameters must be found to avoid altering the desired optical parameters, such as profiles or the refractive index distribution, to prevent the generation of inhomogeneous index distribution, birefringence, or thermal residual stress due to shrinkage (<xref ref-type="bibr" rid="B45">Peixoto et al., 2022</xref>). Moreover, many of them are suitable only for micro- and nano-surfaces. For example, the electric discharge machining technique can produce components with a surface roughness less than 0.1&#xa0;&#xb5;m; however, it has the disadvantage that the workpieces must be conductive, so it cannot be applied to all types of materials (<xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>).</p>
<p>Meanwhile, the e-beam writing technique, although achieving a roughness of less than 0.2&#xa0;&#xb5;m, only works over small areas due to the long processing time, making it desirable for manufacturing microstructures (<xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>).</p>
<p>For these reasons, injection&#x2013;compression molding is widely used as it allows multiple optical elements to be manufactured using the same mold in a short period once the optimal molding parameters have been determined through the trial-and-error method. The greatest challenge with this technique lies in mold manufacturing, considering the mold material, its size and shape, and the number of components to be produced, while also requiring a high-quality surface finish (<xref ref-type="bibr" rid="B2">Asgar et al., 2021</xref>; <xref ref-type="bibr" rid="B63">Zhou et al., 2021</xref>). The techniques commonly used to manufacture molds include photolithography, micromachining, electroforming (EDM), pyrolysis, wet and dry etching, laser-assisted etching, diamond cutting ultra-precision, milling, vibration cutting and grinding, conventional laser ablation (<xref ref-type="bibr" rid="B2">Asgar et al., 2021</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B63">Zhou et al., 2021</xref>; <xref ref-type="bibr" rid="B46">Pelin et al., 2024</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Fang FZ. et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Singh et al., 2021</xref>), micro-compression with polymer powder (<xref ref-type="bibr" rid="B41">Moon et al., 2003</xref>), stereolithography, and selective laser sintering (<xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B3">Atwood et al., 1998</xref>). Alternative methods also include chemical and plasma etching, metal 3D printing, fused filament fabrication, selective laser sintering, and reactive ion etching (RIE) (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B46">Pelin et al., 2024</xref>). Turning, ion-beam engraving, hybrid techniques, photothermal expansion, CO<sub>2</sub> laser irradiation, photoresist reflow (<xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B38">Mayer, 2007</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2014</xref>), laser beam shaping, photopolymerization (<xref ref-type="bibr" rid="B44">Ottevaere et al., 2006</xref>), microjet printing (<xref ref-type="bibr" rid="B44">Ottevaere et al., 2006</xref>), electron-beam lithography (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B43">Ottevaere et al., 2004</xref>; <xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Lee and Scherer, 2001</xref>), and patterned SU-8-layer photolithography processes (<xref ref-type="bibr" rid="B2">Asgar et al., 2021</xref>; <xref ref-type="bibr" rid="B58">Yu et al., 2009</xref>). Other processes that are less widely used or have recently emerged are described in the literature (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B47">Roeder et al., 2019</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B55">Spina et al., 2012</xref>; <xref ref-type="bibr" rid="B13">Davis et al., 2009</xref>). However, these require modern, sophisticated equipment that is expensive, has restricted access, and was primarily developed for producing micro- and nano-molds in polymeric materials. In addition, tests are required to evaluate the mold&#x2019;s parameters and verify its quality (<xref ref-type="bibr" rid="B43">Ottevaere et al., 2004</xref>; <xref ref-type="bibr" rid="B45">Peixoto et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Lu and Khim, 2001</xref>; <xref ref-type="bibr" rid="B34">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B49">Santiago-Alvarado et al., 2023</xref>; <xref ref-type="bibr" rid="B2">Asgar et al., 2021</xref>; <xref ref-type="bibr" rid="B19">Gates et al., 2005</xref>; <xref ref-type="bibr" rid="B24">Huang, 2008</xref>; <xref ref-type="bibr" rid="B38">Mayer, 2007</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Fang FZ. et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Singh et al., 2021</xref>; <xref ref-type="bibr" rid="B13">Davis et al., 2009</xref>; <xref ref-type="bibr" rid="B62">Zhong, 2020</xref>; <xref ref-type="bibr" rid="B29">Lasemi et al., 2010</xref>; <xref ref-type="bibr" rid="B59">Zhan et al., 2009</xref>). Verification is carried out by applying optical tests, among which the most used are interferometric tests, geometric tests, null screens, and coordinate measurement (<xref ref-type="bibr" rid="B49">Santiago-Alvarado et al., 2023</xref>; <xref ref-type="bibr" rid="B25">Huerta-Carranza et al., 2021</xref>).</p>
<p>In this study, the design and traditional milling combined with the polishing stage were selected to manufacture the toroidal insert mold because this approach is inexpensive, easily accessible and implementable, and does not require state-of-the-art technology (<xref ref-type="bibr" rid="B32">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B35">Loaldi et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2014</xref>). Once the mold has been manufactured, the quality evaluation of the mold finish is carried out; as the changes in surface slopes are large, null screen tests and measurement coordinate tests are implemented.</p>
<p>These tests can evaluate convex surfaces with f/&#x23;&#x3c; 1 and freeform at low cost; they do not require additional elements, such as holograms or reference surfaces, making them favorable for this type of evaluation as it only involves the design of the screen and its implementation in the desired arrangement.</p>
<p>The remainder of this study is structured as follows: freeform surfaces are described in <xref ref-type="sec" rid="s2">Section 2</xref>. In <xref ref-type="sec" rid="s3">Section 3</xref>, the optical materials used to produce molds are presented. <xref ref-type="sec" rid="s4">Section 4</xref> describes the methodology implemented. <xref ref-type="sec" rid="s5">Section 5</xref> deploys the results, analysis, and discussions. Finally, the conclusions and references are provided in Sections 6, 7, respectively.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Freeform surfaces</title>
<p>Freeform surfaces lack rotational or linear symmetry, unlike traditional surfaces such as spherical or aspherical surfaces. They are known as non-axis rotational invariance surfaces, also referred to as axially unbalanced surfaces (<xref ref-type="bibr" rid="B48">Rolland et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Fang F. et al., 2013</xref>). These surfaces are designed to have more precise light control and are opening new application possibilities. Freeform surfaces have been applied in augmented and virtual reality, automotive lighting, imaging systems, and lighting and concentration systems, among other applications (<xref ref-type="bibr" rid="B28">Kumar et al., 2022</xref>).</p>
<p>Freeform optical surfaces are a powerful tool in modern optical design, enabling innovative, high-performance solutions in advanced applications and mass production. Usually introduced in compact or high-precision optical systems, these surfaces have revolutionized traditional optical systems.</p>
<p>The mathematical description of freeform surfaces can be global or local; radial basis functions, splines, wavelets, hybrid stitched, 2-Q polynomials, X&#x2013;Y polynomials, Zernike polynomials, and aspherical surfaces with deformation terms have been reported (<xref ref-type="bibr" rid="B28">Kumar et al., 2022</xref>; <xref ref-type="bibr" rid="B16">Elgarisi et al., 2021</xref>; <xref ref-type="bibr" rid="B20">Gross et al., 2015</xref>; <xref ref-type="bibr" rid="B57">Ye et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Broemel et al., 2017</xref>). In this study, the toroidal mold is mathematically described using <xref ref-type="disp-formula" rid="e1">Equation 1</xref> (<xref ref-type="bibr" rid="B50">Santiago-Alvarado et al., 2025</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>x</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>y</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mi>x</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:msup>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>with<disp-formula id="equ1">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac bevelled="true">
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>d</mml:mi>
<mml:mtext>&#x2002;</mml:mtext>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac bevelled="true">
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>where r<sub>x</sub> and r<sub>y</sub> are the curvature radii on axes x and y, respectively; A<sub>i</sub> represents the coefficient; and x, y, and z are the Cartesian coordinates of the surface.</p>
</sec>
<sec sec-type="materials" id="s3">
<label>3</label>
<title>Materials</title>
<p>The materials used in mold manufacturing are diverse and depend on the type of application, the technique used for its manufacture, and the precision required in surface finishing, dimensions, durability, and the number of elements to generate. The chosen material must possess rigidity, thermal stability, low thermal expansion, wear resistance, hardness, and the capacity to produce a large number of elements.</p>
<p>The literature reports the use of metals, polymers, ceramics, wood, fiberglass, quartz, glass, and other materials (<xref ref-type="bibr" rid="B23">He et al., 2022</xref>; <xref ref-type="bibr" rid="B34">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B49">Santiago-Alvarado et al., 2023</xref>; <xref ref-type="bibr" rid="B44">Ottevaere et al., 2006</xref>; <xref ref-type="bibr" rid="B56">Visconti et al., 2013</xref>; <xref ref-type="bibr" rid="B9">Carrasco Morcillo, 2019</xref>). In particular, metals including stainless steel, aluminum, germanium, zinc sulfide, zinc selenide, metal alloys with copper, nickel, iron, electroless nickel&#x2013;phosphorus, tungsten carbide, silicon carbide, and metaloglass, which are combinations of metal and glass, have also been used (<xref ref-type="bibr" rid="B10">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B52">Sha et al., 2021</xref>). Since the mold presented in this study must guarantee the generation of several elements and is exposed to the melting temperatures of the polymer used, it was considered to be made of Aluminum 6061, which meets these requirements.</p>
<p>Aluminum 6061 is a 6000-series hardened aluminum alloy containing magnesium and silicon. It is versatile, lightweight, easy to machine, recyclable, offers good weldability, and has high corrosion resistance. It has medium-to-high strength compared to that of some mild or low-carbon steels. It can be easily cut and molded, reducing production costs and allowing the creation of complex parts with high precision.</p>
<p>Its ease of processing makes it a cost-effective option for many industrial applications. Due to its excellent mechanical properties, it reduces machining time, extends the life of the cutters, and allows the production of complex-shaped parts. It has low density, is heat-treatable, has a melting point between 582 &#xb0;C and 652 &#xb0;C, and exhibits good thermal (167&#xa0;W/m&#xb7;K) and electrical conductivity (<xref ref-type="bibr" rid="B5">Boh&#xf3;rquez et al., 2010</xref>; <xref ref-type="bibr" rid="B12">Coppermetal, 2025</xref>).</p>
<p>In this work, a five-axis CNC vertical machining center (Challenger MM 430) with a table size of 90&#xa0;cm &#xd7; 43&#xa0;cm x 40&#xa0;cm and AT&#x26;O&#xae; solid carbide vertical cutting tools with X-FACTOR&#xae; coating was used. <xref ref-type="fig" rid="F1">Figure 1</xref> shows the milling machine.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Machining center used for manufacturing the mold.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g001.tif">
<alt-text content-type="machine-generated">Vertical milling machine labeled &#x22;Challenger&#x22; with a computerized control panel on the right, safety warning stickers in yellow and red, and protective guards surrounding the tool area, located in a brightly lit workshop.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4">
<label>4</label>
<title>Methodology for manufacturing and testing the mold</title>
<p>The process to manufacture the aluminum 6061 toroidal mold using a machining center CNC is as follows: 1) the design of the optical component and the required mold is performed using optical theory or design software, validating their performance; 2) the computer-aided design (CAD) and computer-aided manufacture (CAM) models of the mold are generated using finite element software (FES); 3) machining codes required are generated using a milling machine; 4) machining strategies and parameters should be chosen to reduce the machining footprints left by cutting tools (related to roughness); 5) a polishing stage is implemented to erase traces of the cutters when changing paths; and 6) optical testing stages are applied to verify the surface shape finish.</p>
<p>The process begins with the optical design of the lens, and from this, the mold is designed using FES (Ansys Zemax OpticStudio<sup>&#xa9;</sup>). In this case, a toroidal convex-plane lens was designed, where the toroidal surface has radii R<sub>x</sub> &#x3d; 23&#xa0;mm and R<sub>y</sub> &#x3d; 64&#xa0;mm, with a major axis diameter of 32&#xa0;mm in the Y-axis and a minor axis diameter of 20&#xa0;mm in the X-axis, a marginal thickness of 6&#xa0;mm, and a paraxial thickness of 2.28&#xa0;mm; diagrams of the lens and mold designs are shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Diagrams of <bold>(a)</bold> lens and <bold>(b)</bold> mold development to be manufactured.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g002.tif">
<alt-text content-type="machine-generated">Panel a shows a simulation with blue parallel lines representing light rays entering a lens and converging at a focal point, then diverging. Panel b provides a side view of the same setup, illustrating the focusing effect.</alt-text>
</graphic>
</fig>
<p>The profile of the mold surface was designed to produce convex toroidal surfaces with differing X and Y curvatures (more than double) to determine which methods can evaluate the entire surface without additional elements, for application human eye cornea assessments. Because interferometric tests cannot measure large changes in the wavefront slope in a complete measurement, it is necessary to evaluate in parts or with additional elements.</p>
<p>After validating the mold design using design software, the resulting CAD file generated is used to create the machining code (see <xref ref-type="table" rid="T1">Table 1</xref>), from which the machining strategy and parameters are chosen to minimize processing time and reduce cutter marks on the mold surface. Simulations of the machining strategy allow assessment of the feasibility of the operations, as shown in <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Sample start of machining codes.</p>
</caption>
<table>
<tbody valign="top">
<tr>
<td align="left">%Toroidal mold, MX--</td>
<td align="left">N14 M8</td>
<td align="left">N19 X0.84 Z3.252</td>
</tr>
<tr>
<td align="left">N1 G90</td>
<td align="left">N15 Z5.585</td>
<td align="left">N20 X1.2 Z3.069</td>
</tr>
<tr>
<td align="left">N2 T01 M06</td>
<td align="left">N16 G1 Z4.295 F800</td>
<td align="left">N21 X1.598 Z3.005</td>
</tr>
<tr>
<td align="left">N3 G54</td>
<td align="left">N17 X0.372 Z3.897</td>
<td align="left">N22 X1.806 Y-2.884 Z2.999</td>
</tr>
<tr>
<td align="left">N12 G0 X0.308 Y-2.901 S3500 M03</td>
<td align="left">N18 X0.555 Z3.537</td>
<td align="left">N23 X2.008 Y-2.831 Z2.992</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Simulation of a machining strategy.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g003.tif">
<alt-text content-type="machine-generated">3D simulation shows a rectangular gray block with a circular, magenta-colored, concentric ripple pattern on its surface, likely representing wave propagation or impact analysis in finite element modeling.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Simulation of the cutting tool&#x2019;s paths with the selected parameters.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g004.tif">
<alt-text content-type="machine-generated">Computer-generated graphic showing a yellow rectangular block with a magenta elliptical area and a vertical blue and gray cylindrical tool positioned over the oval, suggesting a machining or milling operation.</alt-text>
</graphic>
</fig>
<p>The simulations indicate the type of operations that can be carried out during the roughing and finishing processes, depending on the type of surface to be generated. This also allows us to know the feed speed and cutting depth ranges, the cutter revolutions range, and the number of flutes to be used. The manufacturing technician selects the appropriate machining parameters from these options. The optimal selection of machining parameters can be determined through an experimental design, which yields the lowest surface roughness, as reported in the literature (<xref ref-type="bibr" rid="B22">Hazir et al., 2018</xref>).</p>
<p>Once the mold has been machined, a polishing stage is carried out to remove the machining marks left by the cutting tool on the workpiece. The polishing process implemented is similar to that of classical polishing. It begins with the use of fine-grained sandpaper numbers 1500 and 2000, for an average time of 20&#xa0;min. Afterward, the surface is rinsed and polished with Terazit 2402 abrasive paste for 10&#xa0;min using cotton pads, followed by polishing for an additional 10&#xa0;min with silicon-based polishing paste (1422 Austromex high-concentration diamond paste, 1&#xa0;&#x3bc;m). In the process, a mototool is used; the surface is observed and qualitatively tested. Once finished, the surface is quantitatively evaluated.</p>
<p>Finally, the surface quality of the mold produced must be validated; for this purpose, two optical tests are implemented: the null screen test and the coordinate-measuring machine. These allow the measurement of surface profiles with rapid slope changes as conventional interferometry cannot quantify these phase changes without requiring additional elements.</p>
<p>In turn, the null screen test only requires designing the experimental setup and generating the null screen, and the coordinate measurement test needs to define the experimental arrangement to measure the mold profile using a position sensor. Both tests, after being applied, require processing the information to know the shape of the mold surface under test.</p>
<p>First, the application of the null screen test is described [a detailed description of the ray tracing and the mathematical theory used in the test is provided by <xref ref-type="bibr" rid="B25">Huerta-Carranza et al. (2021)</xref>, <xref ref-type="bibr" rid="B14">D&#xed;az-Uribe and Campos-Garc&#xed;a (2000)</xref>, <xref ref-type="bibr" rid="B1">Aguirre-Aguirre et al. (2018)</xref>, and <xref ref-type="bibr" rid="B4">Avenda&#xf1;o-Alejo et al. (2009)</xref>]. The test consists of the following: 1) designing an experimental arrangement to evaluate the surface of the mold; 2) choosing the shape of the image that the mold surface will form (ideal image); 3) calculating the shape of the null screen that will serve as the object; 4) performing the surface test by placing each element in the established position; 5) capturing the image produced by the mold surface using a CCD camera; and 6) processing the captured image by comparing it with the desired image. If the surface under test has the desired profile, the generated image will be identical to the ideal image; otherwise, the surface profile can be determined by quantifying the deviations in the image.</p>
<p>The reference screen (null screen) is obtained by reverse ray tracing, considering the ideal shape of the mold surface. This suggests that the null screen is designed by performing a reverse ray path from the points that form the desired image (image plane) to the surface of the mold (ideal) to calculate the directions of the incident (I), reflected (R), and normal (N) rays and finally obtain the coordinates of the points where the rays intercept the plane of the object. When performing this process by sweeping the image plane, the object reference screen is constructed (see <xref ref-type="fig" rid="F5">Figure 5</xref>). Once the null screen is generated, it is displayed on the liquid crystal screen (LCD) and projected onto the surface of the mold, forming its image (<xref ref-type="bibr" rid="B49">Santiago-Alvarado et al., 2023</xref>; <xref ref-type="bibr" rid="B25">Huerta-Carranza et al., 2021</xref>). When quantifying deviations, the shape of the mold surface is known.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(a)</bold> Ideal image and <bold>(b)</bold> ray tracing diagram to generate the null screen, which will be used as an object.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g005.tif">
<alt-text content-type="machine-generated">Figure with two panels: (a) shows a pattern of parallel white lines arranged in a curved, fan-like shape on a black background; (b) presents a diagram illustrating how an LCD generates an image, with light reflecting off a mold toward an image plane, and labeled vectors for incident light (I), normal (N), and reflected light (R).</alt-text>
</graphic>
</fig>
<p>To evaluate the toroidal mold surface, the setup shown in <xref ref-type="fig" rid="F5">Figure 5</xref> was implemented, where <xref ref-type="fig" rid="F5">Figure 5a</xref> shows the null screen image and <xref ref-type="fig" rid="F5">Figure 5b</xref> shows the schematic diagram of the proof to be implemented.</p>
<p>The ideal surface of the mold is described using <xref ref-type="disp-formula" rid="e1">Equation 1</xref>, and toroidal parameters given at the beginning of <xref ref-type="sec" rid="s4">Section 4</xref> were taken for designing and applying a geometrical test based on the null screen method (<xref ref-type="bibr" rid="B27">Huerta-Carranza et al., 2025</xref>). The coefficients used are A<sub>0</sub> &#x3d; &#x2212;2&#xa0;mm, A<sub>1</sub> &#x3d; 0, A<sub>2</sub> &#x3d; 0, A<sub>3</sub> &#x3d; 1/(2r<sub>x</sub>), A<sub>4</sub> &#x3d; 0, and A<sub>5</sub> &#x3d; 1/(2r<sub>y</sub>), with r<sub>x</sub> &#x3d; 23&#xa0;mm and r<sub>y</sub> &#x3d; 64&#xa0;mm, as the reference center is 2&#xa0;mm above the vertex of the toroidal face of the mold. Level curves of the mold were generated, as shown in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(a)</bold> 3D graph of the mold surface and <bold>(b)</bold> view of the level curves of the mold surface.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g006.tif">
<alt-text content-type="machine-generated">Panel (a) shows a 3D surface plot of an elliptical, dome-shaped object with a color gradient from red at the top to blue at the base. Panel (b) displays a top-down contour plot with concentric ellipses, color-coded from blue at the center to red at the edges, accompanied by a vertical color scale bar on the right indicating quantitative values. Both axes in panel (b) are labeled in millimeters.</alt-text>
</graphic>
</fig>
<p>Once the null screen has been calculated, it is displayed on an LCD, and the implementation of the geometrical null test is carried out in the laboratory to generate the desired image (null image). An LCD was used to display the object pattern as it allows for the easy design of the null screen (<xref ref-type="bibr" rid="B27">Huerta-Carranza et al., 2025</xref>; <xref ref-type="bibr" rid="B26">Huerta-Carranza et al., 2024</xref>). In the experimental implementation, the following values are considered: pinhole position h &#x3d; (4.58&#xa0;mm, &#x2212;78.068&#xa0;mm, and 167.00&#xa0;mm), focal length of the lens &#x3d; 16&#xa0;mm, and LCD center at Q<sub>0</sub> &#x3d; (&#x2212;2.21&#xa0;mm, 32.80&#xa0;mm, and 45.44&#xa0;mm); the components of the unit vector normal to the plane of the LCD are (&#x2212;0.013, &#x2212;0.745, and &#x2212;0.667), and the origin is located at the center of the surface. An EO-5023C 2/3&#x2033; color CCD camera from Edmunds Optics was used for this purpose.</p>
<p>The object pattern or the null screen is displayed on an LCD with dimensions L<sub>x</sub> &#x3d; 107.70&#xa0;mm, L<sub>y</sub> &#x3d; 172.31&#xa0;mm, P<sub>x</sub> &#x3d; 800 pixels, and P<sub>y</sub> &#x3d; 1,280 pixels.</p>
<p>The image obtained (<xref ref-type="fig" rid="F11">Figure 11b</xref>) is processed to determine the centroids of the bright spots. These points, along with the pinhole position, are used to calculate the directions of the incident rays <inline-formula id="inf1">
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</inline-formula> are calculated using the intersection of the incident rays I with the design surface (see <xref ref-type="disp-formula" rid="e1">Equation 1</xref>) and the points of the object displayed on the LCD. Once both rays are known, the slopes to the surface under test can be calculated using <xref ref-type="disp-formula" rid="e2">Equation 2</xref>:<disp-formula id="e2">
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</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>The shape of the surface can be obtained using the following line integral <xref ref-type="disp-formula" rid="e3">Equation 3</xref>:<disp-formula id="e3">
<mml:math id="m6">
<mml:mrow>
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</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <inline-formula id="inf3">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
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</inline-formula> is the z coordinate of the design surface vertex. The trapezoidal rule was implemented to recover the point cloud (x, y, z) describing the surface under test (<xref ref-type="bibr" rid="B25">Huerta-Carranza et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Huerta-Carranza et al., 2025</xref>).</p>
<p>On the other hand, a second surface evaluation was performed using the coordinate measurement technique, using a stylus (Edmund Optics Spherometer Kit) and a two-axis micrometric displacement system (<xref ref-type="bibr" rid="B6">Bosch, 2012</xref>; <xref ref-type="bibr" rid="B61">Zhang et al., 1985</xref>; <xref ref-type="bibr" rid="B53">Shen et al., 2023</xref>; <xref ref-type="bibr" rid="B40">Michihata, 2022</xref>). The implemented arrangement is shown in <xref ref-type="fig" rid="F7">Figure 7</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Experimental setup to test the workpiece by measuring coordinates.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g007.tif">
<alt-text content-type="machine-generated">Precision mechanical setup on a black perforated base includes a micrometer stage for fine movement adjustment, a dial indicator for measurement, and a vertical post for alignment, used in laboratory metrology.</alt-text>
</graphic>
</fig>
<p>Height measurements were made along the major axis (YZ plane) and minor axis (XZ plane) to find the values of the radii of curvature along these directions. The process involves measuring the coordinates at various points on the surface, fitting a polynomial function to the measured points, and determining the radii of curvature in both directions.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Results, analysis, and discussions</title>
<p>After applying a stage of manual polishing (<xref ref-type="fig" rid="F8">Figures 8</xref>, <xref ref-type="fig" rid="F9">9</xref>), images of the mold surface were captured using an Olympus BX 51 optical microscope, with a pixel size of 0.15&#xa0;&#x3bc;m, and using the Fiji program (<xref ref-type="bibr" rid="B51">Schindelin et al., 2012</xref>), the surface roughness was measured by taking a line, yielding a roughness R<sub>q</sub> &#x3d; 165.5; <xref ref-type="fig" rid="F10">Figure 10</xref> shows the roughness profile.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Mold machining process.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g008.tif">
<alt-text content-type="machine-generated">Close-up photo showing a CNC machine performing a milling operation on a metal workpiece, with two black lines pointing to a magnified view of an oval-shaped mirror-like finished surface on the metal.</alt-text>
</graphic>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Manual polishing using a cotton swab to erase machining traces.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g009.tif">
<alt-text content-type="machine-generated">Powder is being applied to a reflective metallic cube, with two arrows pointing to its mirrored surface showing a magnified circular view where a document is visibly reflected, demonstrating the mirror quality.</alt-text>
</graphic>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Graph showing the roughness on a selected line of the mold.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g010.tif">
<alt-text content-type="machine-generated">Line graph showing roughness with gray value on the y-axis and distance in pixels on the x-axis. The roughness fluctuates between gray values of 130 and 210 across approximately 1,400 pixels. A legend indicates &#x201C;Roughness&#x201D; and scale: 200 microns equals 1,355 pixels.</alt-text>
</graphic>
</fig>
<p>Once the mold was polished, its finish quality was verified using optical tests. First, the null screen test was implemented; a photograph of the experimental arrangement setup, together with the image obtained, is shown in <xref ref-type="fig" rid="F11">Figure 11</xref>.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>
<bold>(a)</bold> Experimental null screen test arrangement implemented; <bold>(b)</bold> image obtained.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g011.tif">
<alt-text content-type="machine-generated">Panel (a) shows an experimental setup with a camera mounted above, an LCD screen positioned at an angle displaying a curved blue pattern, and a mold placed below; components are labeled. Panel (b) presents a close-up view of a grid-like blue fluorescence pattern inside an oval area, likely corresponding to the mold&#x27;s surface.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="F12">Figure 12a</xref> shows the desired ideal image used to design the object pattern, and <xref ref-type="fig" rid="F12">Figure 12b</xref> shows the experimental image obtained.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>
<bold>(a)</bold> Ideal image; <bold>(b)</bold> experimental image.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g012.tif">
<alt-text content-type="machine-generated">Panel (a) displays a grid of white dots arranged in an oval pattern on a black background, while panel (b) shows a similar grid illuminated in blue within an oval boundary on a dark blue background.</alt-text>
</graphic>
</fig>
<p>When processing the obtained image, quantitative results are obtained and shown in <xref ref-type="table" rid="T2">Table 2</xref>. The coefficients found are used to calculate the radii of curvature of the toroidal surface.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Geometrical parameters obtained for the toroidal mold.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Coefficient polynomial</th>
<th align="left">Radii of curvature</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">A<sub>0</sub> &#x3d; &#x2212;2.047</td>
<td rowspan="2" align="left">Rx &#x3d; 24.54&#xa0;mm</td>
</tr>
<tr>
<td align="left">A<sub>1</sub> &#x3d; &#x2212;0.007</td>
</tr>
<tr>
<td align="left">A<sub>2</sub> &#x3d; 0.035</td>
<td rowspan="4" align="left">Ry &#x3d; 60.47&#xa0;mm</td>
</tr>
<tr>
<td align="left">A<sub>3</sub> &#x3d; 0.020</td>
</tr>
<tr>
<td align="left">A<sub>4</sub> &#x3d; &#x2212;0.0005</td>
</tr>
<tr>
<td align="left">A<sub>5</sub> &#x3d; 0.008</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The terms A<sub>0</sub>, A<sub>1</sub>, and A<sub>2</sub> do not deform the surface and can be ignored; therefore, the polynomial representing the surface is presented in <xref ref-type="disp-formula" rid="e4">Equation 4</xref>:<disp-formula id="e4">
<mml:math id="m8">
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.020</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mi>x</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0005</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.008</mml:mn>
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<mml:msup>
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<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>A 3D graph of the reconstructed surface is shown in <xref ref-type="fig" rid="F13">Figure 13a</xref>, and a contour map of the reconstructed mold face is presented in <xref ref-type="fig" rid="F13">Figure 13b</xref>. Finally, <xref ref-type="fig" rid="F14">Figure 14</xref> shows the map of differences between the ideal surface and the generated surface, yielding a PV of 0.1806&#xa0;mm and an RMS of 0.0402&#xa0;mm. In these tests, the error was obtained when comparing the point cloud with the points of the ideal surface rather than with the best-fit surface; hence, the peak&#x2013;valley error is larger.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Images of the reconstructed surface: <bold>(a)</bold> 3D graph and <bold>(b)</bold> contour map (level curves). The units are mm.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g013.tif">
<alt-text content-type="machine-generated">Panel a shows a 3D surface plot of an elliptical dome-like shape with a rainbow color gradient representing height in millimeters, and panel b displays a corresponding top-down contour plot with a vertical color bar scale from zero to two point five millimeters.</alt-text>
</graphic>
</fig>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Map of differences between surfaces.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g014.tif">
<alt-text content-type="machine-generated">Contour plot with concentric ovals in red, orange, yellow, green, blue, and purple, each representing increasing values on a side color bar ranging from zero to zero point one five. X-axis ranges from negative ten to ten, y-axis from negative sixteen to sixteen millimeters.</alt-text>
</graphic>
</fig>
<p>Since the arrangement is expected to be a horizontal and vertical distribution of spots, the image (<xref ref-type="fig" rid="F12">Figure 12b</xref>) shows slight deviations in the horizontal spots and that the pictures appear smaller at the top than at the bottom, which translates into slight variations of the radii of curvature in both directions. We assume that these variations are small as large deviations would result in more pronounced defects in the obtained image. On the other hand, when examining the map of differences between surfaces, we observe that the surface exhibits greater deviations along the edges in the horizontal direction. The center of the surface is where the best fit between the surfaces occurs. Therefore, it can be concluded that the proposed methodology using a traditional machining center is feasible for manufacturing molds without rotational symmetry.</p>
<p>Likewise, when applying the coordinate measurement test, a database was generated; coordinates of the points found are shown in the graphs in <xref ref-type="fig" rid="F15">Figure 15</xref>. A quadratic adjustment was applied to the distributions of the detected points, where the polynomials used to perform the fit in the x- and y-directions are given by <xref ref-type="disp-formula" rid="e5">Equations 5</xref>, <xref ref-type="disp-formula" rid="e6">6</xref>:<disp-formula id="e5">
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<mml:mn>2</mml:mn>
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<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
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</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Coordinates measured in both directions: <bold>(a)</bold> x-direction and <bold>(b)</bold> y-direction. The units are mm.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g015.tif">
<alt-text content-type="machine-generated">Two graphs labeled as panels (a) and (b) display parabolic curves fitted to blue data points, with the horizontal axes labeled in millimeters and the vertical axes showing numeric values; both demonstrate symmetrical distributions.</alt-text>
</graphic>
</fig>
<p>The values of the coefficients found are provided in <xref ref-type="table" rid="T3">Table 3</xref>, with which the radii of curvature are calculated, given by R<sub>x</sub> &#x3d; 1/(2 B<sub>2</sub>) and R<sub>y</sub> &#x3d; 1/(2 D<sub>2</sub>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Coefficients and radii of curvature found.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameters in the y-direction</th>
<th align="left">Parameters in the x-direction</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">B<sub>0</sub> &#x3d; &#x2212;0.00014</td>
<td align="left">D<sub>0</sub> &#x3d; 0.000042</td>
</tr>
<tr>
<td align="left">B<sub>1</sub> &#x3d; &#x2212;0.00007</td>
<td align="left">D<sub>1</sub> &#x3d; 0.000032</td>
</tr>
<tr>
<td align="left">B<sub>2</sub> &#x3d; 0.00785</td>
<td align="left">D<sub>2</sub> &#x3d; 0.021602</td>
</tr>
<tr>
<td align="left">Y<sub>0</sub> &#x3d; 11.01253</td>
<td align="left">X<sub>0</sub> &#x3d; 11.000036</td>
</tr>
<tr>
<td align="left">Ry &#x3d; 63.7124&#xa0;mm</td>
<td align="left">Rx &#x3d; 23.1457&#xa0;mm</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F16">Figure 16</xref> shows a map of differences between the ideal surface and the surface found, yielding a PV of 0.2366&#xa0;mm and an RMS of 0.0506&#xa0;mm.</p>
<fig id="F16" position="float">
<label>FIGURE 16</label>
<caption>
<p>Map of differences between ideal and reconstructed surfaces.</p>
</caption>
<graphic xlink:href="aot-15-1745190-g016.tif">
<alt-text content-type="machine-generated">Contour plot showing an oval with color gradients from red and yellow at the center to green, blue, and magenta at the edges, representing data values from zero to zero point one five millimeters.</alt-text>
</graphic>
</fig>
<p>When analyzing the map of differences between the ideal surface and the reconstructed surface, it is observed that there are slight variations in the poles of the curves, and in the central part, there are slight variations in the symmetry that would be expected in the curves, as shown in <xref ref-type="fig" rid="F16">Figure 16</xref>. On the other hand, when the polynomial fits were made in the x- and y-directions, the surfaces exhibit minimal deviations, as indicated by the PV and RMS values, which are of the same order as those obtained using the null screen technique.</p>
<p>The implemented test methods are effective for evaluating convex surfaces with f/&#x23;&#x3c; 1 and freeform surfaces at low cost, whereas other tests require complementary elements, such as holograms or reference surfaces, which increase their cost. Since the radii of curvature in the x- and y-directions vary by nearly a factor of three, for some tests, it is not possible to evaluate the entire surface area in a single measurement. The null screen test does not present this difficulty and allows measuring the surface profile by quantifying the deviations computationally, but it depends on the resolution of the CCD camera and the display used in the test. On the other hand, the measurement of coordinates does not present such problems, and its resolution depends on the arrangement implemented, the precision of the mounts used to make the displacement, and the resolution of the probe (stylus). Quantification is carried out computationally by integrating the information and knowing the shape of the surface. The disadvantage of the latter technique is that it can scratch the surface.</p>
<p>In future work, these tests will be implemented to guide the polishing stage, enabling a better match with the expected values in the surface design.</p>
<p>According to the measurements, the null screen test yields better results than coordinate measurement. Despite the emergence of recent freeform mold-manufacturing techniques, CNC milling is still an alternative due to its accessibility and low cost, but it is necessary to strengthen the finishing process, implementing a polishing stage along with optical tests to guide this process.</p>
<p>The use of manufacturing simulations allowed the validation of machining operations and the determination of ranges for selecting the manufacturing parameters to be applied.</p>
<p>The manual polishing process allows the elimination of machining traces; however, its localized nature introduces deviations in the surface profile and roughness, which will need to be analyzed to determine how to minimize its effect. On the other hand, when applying the optical tests to determine the shape of the surface, it was found that both tests obtain deviations of the same order, but the combination of the radii of curvature found with the measurement of coordinates is better suited to the ideal values of the surface of the mold, although the null screen test obtains lower PV and RMS deviations.</p>
<p>Therefore, the proposed methodology for manufacturing aluminum molds uses conventional instruments, which reduces the cost of production compared to modern techniques (considering the high number of components that can be manufactured with the mold). Finally, because the surface lacks rotary symmetry, its contour is not circular, and the radii of curvature in the x- and y-directions differ significantly, which makes manufacturing and testing difficult, as only a limited number of low-cost tests can be applied.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<label>6</label>
<title>Conclusion</title>
<p>A comprehensive methodology to elaborate freeform molds using a five-axis machining center was presented. It is shown that the generation of this type of mold in aluminum with the desired shape is possible as a low-cost alternative to existent technologies. The manufacture of the part begins with the optical design, validating its optical performance and the use of valid machining processes for the milling machine through simulations. Likewise, it is shown that a polishing stage is required to improve and guide the finishing of the manufactured mold and reduce the tool marks left by the cutters.</p>
<p>Finally, the null screen and coordinate measurement tests allowed the quality of the machined surface to be evaluated, qualitatively demonstrating that the deviations of the desired profile are minimal; these tests were simple and straightforward to implement and evaluate, considering that the shape of the generated surface has no symmetry of revolution. The surface contour is not circular, and there is a difference in the radii of curvature of the X- and Y-axes. The results obtained are encouraging, but a design of experiments is required to find the best combination of machining parameters to produce a surface with minimal roughness. A polishing stage is necessary to improve the surface finish, requiring further studies to achieve greater precision. Although the tests applied to assess the mold surface demonstrate similar accuracy, it is necessary to explore variations of the null screen to improve evaluation precision and investigate other applicable tests that can further improve accuracy.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>AS-A: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review and editing. FG-A: Conceptualization, Investigation, Resources, Supervision, Validation, Writing &#x2013; review and editing. OH-C: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Visualization, Writing &#x2013; review and editing. VC-M: Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing &#x2013; review and editing. JA&#x2010;M: Methodology, Software, Validation, Visualization, Writing &#x2013; review and editing. MA-A: Investigation, Resources, Supervision, Validation, Visualization, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence, and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<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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