Determination of optical properties and thickness of optical thin film using stochastic particle swarm optimization
•Modified Forouhi–Bloomer dispersion model.•Proposed points selection strategies when using Forouhi–Bloomer dispersion model.•Gave the application scope of Cauchy and Forouhi–Bloomer dispersion model. The wavelength-selective properties of optical thin films offer a sensible solution to the problems...
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Veröffentlicht in: | Solar energy 2016-04, Vol.127, p.147-158 |
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creator | Ruan, Zhao-Hui Yuan, Yuan Zhang, Xiao-Xian Shuai, Yong Tan, He-Ping |
description | •Modified Forouhi–Bloomer dispersion model.•Proposed points selection strategies when using Forouhi–Bloomer dispersion model.•Gave the application scope of Cauchy and Forouhi–Bloomer dispersion model.
The wavelength-selective properties of optical thin films offer a sensible solution to the problems of effective wavelength-selective use of solar energy. However, the design of the optical constants of these optical thin films is crucial to the study of the film’s optical properties. To address this problem, we introduced stochastic particle swarm optimization (SPSO) to an inverse model of the optical constants and thicknesses of optical thin films in this paper. Initially, we discussed the anti-error capacity of the Cauchy dispersion model, and we then discussed the importance of the parameters used in the Forouhi–Bloomer dispersion model, before modifying the Forouhi–Bloomer dispersion model on this basis. We also discussed the influence of the measured error on the inversion effects of each parameter in the modified model. Finally, we inverted the measured transmittance data using the Cauchy dispersion model, the Forouhi–Bloomer dispersion model and a modified Forouhi–Bloomer dispersion model, and the effectiveness and the feasibility of SPSO when applied to the determination of optical constants is verified. |
doi_str_mv | 10.1016/j.solener.2016.01.027 |
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The wavelength-selective properties of optical thin films offer a sensible solution to the problems of effective wavelength-selective use of solar energy. However, the design of the optical constants of these optical thin films is crucial to the study of the film’s optical properties. To address this problem, we introduced stochastic particle swarm optimization (SPSO) to an inverse model of the optical constants and thicknesses of optical thin films in this paper. Initially, we discussed the anti-error capacity of the Cauchy dispersion model, and we then discussed the importance of the parameters used in the Forouhi–Bloomer dispersion model, before modifying the Forouhi–Bloomer dispersion model on this basis. We also discussed the influence of the measured error on the inversion effects of each parameter in the modified model. Finally, we inverted the measured transmittance data using the Cauchy dispersion model, the Forouhi–Bloomer dispersion model and a modified Forouhi–Bloomer dispersion model, and the effectiveness and the feasibility of SPSO when applied to the determination of optical constants is verified.</description><identifier>ISSN: 0038-092X</identifier><identifier>EISSN: 1471-1257</identifier><identifier>DOI: 10.1016/j.solener.2016.01.027</identifier><identifier>CODEN: SRENA4</identifier><language>eng</language><publisher>New York: Elsevier Ltd</publisher><subject>Dispersion ; Film thickness ; Optical properties ; Optical thin film ; Optimization ; Radiative heat transfer ; Solar energy ; Stochastic particle swarm optimization ; Thin films</subject><ispartof>Solar energy, 2016-04, Vol.127, p.147-158</ispartof><rights>2016 Elsevier Ltd</rights><rights>Copyright Pergamon Press Inc. Apr 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c337t-ab19d839826bdeca337c5bcf2d737dadeb9da1801dec4fc598a145c6ba3933c03</citedby><cites>FETCH-LOGICAL-c337t-ab19d839826bdeca337c5bcf2d737dadeb9da1801dec4fc598a145c6ba3933c03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.solener.2016.01.027$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Ruan, Zhao-Hui</creatorcontrib><creatorcontrib>Yuan, Yuan</creatorcontrib><creatorcontrib>Zhang, Xiao-Xian</creatorcontrib><creatorcontrib>Shuai, Yong</creatorcontrib><creatorcontrib>Tan, He-Ping</creatorcontrib><title>Determination of optical properties and thickness of optical thin film using stochastic particle swarm optimization</title><title>Solar energy</title><description>•Modified Forouhi–Bloomer dispersion model.•Proposed points selection strategies when using Forouhi–Bloomer dispersion model.•Gave the application scope of Cauchy and Forouhi–Bloomer dispersion model.
The wavelength-selective properties of optical thin films offer a sensible solution to the problems of effective wavelength-selective use of solar energy. However, the design of the optical constants of these optical thin films is crucial to the study of the film’s optical properties. To address this problem, we introduced stochastic particle swarm optimization (SPSO) to an inverse model of the optical constants and thicknesses of optical thin films in this paper. Initially, we discussed the anti-error capacity of the Cauchy dispersion model, and we then discussed the importance of the parameters used in the Forouhi–Bloomer dispersion model, before modifying the Forouhi–Bloomer dispersion model on this basis. We also discussed the influence of the measured error on the inversion effects of each parameter in the modified model. Finally, we inverted the measured transmittance data using the Cauchy dispersion model, the Forouhi–Bloomer dispersion model and a modified Forouhi–Bloomer dispersion model, and the effectiveness and the feasibility of SPSO when applied to the determination of optical constants is verified.</description><subject>Dispersion</subject><subject>Film thickness</subject><subject>Optical properties</subject><subject>Optical thin film</subject><subject>Optimization</subject><subject>Radiative heat transfer</subject><subject>Solar energy</subject><subject>Stochastic particle swarm optimization</subject><subject>Thin films</subject><issn>0038-092X</issn><issn>1471-1257</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFUEtLxDAQDqLguvoThIDn1qTZbtqTyPqEBS8K3kKaTN3UNqlJVtFfb_Zx8OZpmO81zIfQOSU5JXR-2eXB9WDB50Vac0JzUvADNKEzTjNalPwQTQhhVUbq4vUYnYTQEUI5rfgEhRuI4AdjZTTOYtdiN0ajZI9H70bw0UDA0mocV0a9WwjhryaBFremH_A6GPuGQ3RqJUMi8SiTV_WAw5f0w9YxmJ_tlVN01Mo-wNl-TtHL3e3z4iFbPt0_Lq6XmWKMx0w2tNYVq6ti3mhQMoGqbFRbaM64lhqaWktaEZrIWavKupJ0Vqp5I1nNmCJsii52uemVjzWEKDq39jadFJRzVjHOeZlU5U6lvAvBQytGbwbpvwUlYtOv6MS-X7HpVxAqUr_Jd7XzQXrh0yQ2KANWgTYeVBTamX8SfgEGFoq7</recordid><startdate>201604</startdate><enddate>201604</enddate><creator>Ruan, Zhao-Hui</creator><creator>Yuan, Yuan</creator><creator>Zhang, Xiao-Xian</creator><creator>Shuai, Yong</creator><creator>Tan, He-Ping</creator><general>Elsevier Ltd</general><general>Pergamon Press Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>201604</creationdate><title>Determination of optical properties and thickness of optical thin film using stochastic particle swarm optimization</title><author>Ruan, Zhao-Hui ; Yuan, Yuan ; Zhang, Xiao-Xian ; Shuai, Yong ; Tan, He-Ping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c337t-ab19d839826bdeca337c5bcf2d737dadeb9da1801dec4fc598a145c6ba3933c03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Dispersion</topic><topic>Film thickness</topic><topic>Optical properties</topic><topic>Optical thin film</topic><topic>Optimization</topic><topic>Radiative heat transfer</topic><topic>Solar energy</topic><topic>Stochastic particle swarm optimization</topic><topic>Thin films</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ruan, Zhao-Hui</creatorcontrib><creatorcontrib>Yuan, Yuan</creatorcontrib><creatorcontrib>Zhang, Xiao-Xian</creatorcontrib><creatorcontrib>Shuai, Yong</creatorcontrib><creatorcontrib>Tan, He-Ping</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Solar energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ruan, Zhao-Hui</au><au>Yuan, Yuan</au><au>Zhang, Xiao-Xian</au><au>Shuai, Yong</au><au>Tan, He-Ping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Determination of optical properties and thickness of optical thin film using stochastic particle swarm optimization</atitle><jtitle>Solar energy</jtitle><date>2016-04</date><risdate>2016</risdate><volume>127</volume><spage>147</spage><epage>158</epage><pages>147-158</pages><issn>0038-092X</issn><eissn>1471-1257</eissn><coden>SRENA4</coden><abstract>•Modified Forouhi–Bloomer dispersion model.•Proposed points selection strategies when using Forouhi–Bloomer dispersion model.•Gave the application scope of Cauchy and Forouhi–Bloomer dispersion model.
The wavelength-selective properties of optical thin films offer a sensible solution to the problems of effective wavelength-selective use of solar energy. However, the design of the optical constants of these optical thin films is crucial to the study of the film’s optical properties. To address this problem, we introduced stochastic particle swarm optimization (SPSO) to an inverse model of the optical constants and thicknesses of optical thin films in this paper. Initially, we discussed the anti-error capacity of the Cauchy dispersion model, and we then discussed the importance of the parameters used in the Forouhi–Bloomer dispersion model, before modifying the Forouhi–Bloomer dispersion model on this basis. We also discussed the influence of the measured error on the inversion effects of each parameter in the modified model. Finally, we inverted the measured transmittance data using the Cauchy dispersion model, the Forouhi–Bloomer dispersion model and a modified Forouhi–Bloomer dispersion model, and the effectiveness and the feasibility of SPSO when applied to the determination of optical constants is verified.</abstract><cop>New York</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.solener.2016.01.027</doi><tpages>12</tpages></addata></record> |
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subjects | Dispersion Film thickness Optical properties Optical thin film Optimization Radiative heat transfer Solar energy Stochastic particle swarm optimization Thin films |
title | Determination of optical properties and thickness of optical thin film using stochastic particle swarm optimization |
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