Taguchi optimization of bismuth-telluride based thermoelectric cooler
In the last few decades, considerable effort has been made to enhance the figure-of-merit (ZT) of thermoelectric (TE) materials. However, the performance of commercial TE devices still remains low due to the fact that the module figure-of-merit not only depends on the material ZT, but also on the op...
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creator | Anant Kishore, Ravi Kumar, Prashant Sanghadasa, Mohan Priya, Shashank |
description | In the last few decades, considerable effort has been made to enhance the figure-of-merit (ZT) of thermoelectric (TE) materials. However, the performance of commercial TE devices still remains low due to the fact that the module figure-of-merit not only depends on the material ZT, but also on the operating conditions and configuration of TE modules. This study takes into account comprehensive set of parameters to conduct the numerical performance analysis of the thermoelectric cooler (TEC) using a Taguchi optimization method. The Taguchi method is a statistical tool that predicts the optimal performance with a far less number of experimental runs than the conventional experimental techniques. Taguchi results are also compared with the optimized parameters obtained by a full factorial optimization method, which reveals that the Taguchi method provides optimum or near-optimum TEC configuration using only 25 experiments against 3125 experiments needed by the conventional optimization method. This study also shows that the environmental factors such as ambient temperature and cooling coefficient do not significantly affect the optimum geometry and optimum operating temperature of TECs. The optimum TEC configuration for simultaneous optimization of cooling capacity and coefficient of performance is also provided. |
doi_str_mv | 10.1063/1.4990992 |
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However, the performance of commercial TE devices still remains low due to the fact that the module figure-of-merit not only depends on the material ZT, but also on the operating conditions and configuration of TE modules. This study takes into account comprehensive set of parameters to conduct the numerical performance analysis of the thermoelectric cooler (TEC) using a Taguchi optimization method. The Taguchi method is a statistical tool that predicts the optimal performance with a far less number of experimental runs than the conventional experimental techniques. Taguchi results are also compared with the optimized parameters obtained by a full factorial optimization method, which reveals that the Taguchi method provides optimum or near-optimum TEC configuration using only 25 experiments against 3125 experiments needed by the conventional optimization method. This study also shows that the environmental factors such as ambient temperature and cooling coefficient do not significantly affect the optimum geometry and optimum operating temperature of TECs. The optimum TEC configuration for simultaneous optimization of cooling capacity and coefficient of performance is also provided.</description><identifier>ISSN: 0021-8979</identifier><identifier>EISSN: 1089-7550</identifier><identifier>DOI: 10.1063/1.4990992</identifier><identifier>CODEN: JAPIAU</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Ambient temperature ; Applied physics ; Bismuth ; Configurations ; Cooling ; Intermetallic compounds ; Operating temperature ; Optimization ; Parameters ; Taguchi methods ; Tellurides ; Thermoelectric cooling ; Thermoelectric materials</subject><ispartof>Journal of applied physics, 2017-07, Vol.122 (2)</ispartof><rights>Author(s)</rights><rights>2017 Author(s). 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This study also shows that the environmental factors such as ambient temperature and cooling coefficient do not significantly affect the optimum geometry and optimum operating temperature of TECs. The optimum TEC configuration for simultaneous optimization of cooling capacity and coefficient of performance is also provided.</description><subject>Ambient temperature</subject><subject>Applied physics</subject><subject>Bismuth</subject><subject>Configurations</subject><subject>Cooling</subject><subject>Intermetallic compounds</subject><subject>Operating temperature</subject><subject>Optimization</subject><subject>Parameters</subject><subject>Taguchi methods</subject><subject>Tellurides</subject><subject>Thermoelectric cooling</subject><subject>Thermoelectric materials</subject><issn>0021-8979</issn><issn>1089-7550</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqd0EtLAzEUBeAgCtbqwn8w4Eph6r3JvLKUUh9QcFPXIclknJSZZkwygv56p7bg3tXdfJzDPYRcIywQCnaPi4xz4JyekBlCxdMyz-GUzAAophUv-Tm5CGELgFgxPiOrjXwfdWsTN0Tb228ZrdslrkmUDf0Y2zSarhu9rU2iZDB1Elvje2c6o6O3OtHOdcZfkrNGdsFcHe-cvD2uNsvndP369LJ8WKeaFTSmCqqyogXkBQJKbChTeQaNqTUHQ0GzkmVMI5iyYaXMJ0tzJSXWSqtKGsnm5OaQO3j3MZoQxdaNfjdVCoq4T-UZTOr2oLR3IXjTiMHbXvovgSD2KwkUx5Ume3ewQdv4-_z_8Kfzf1AMdcN-ADE-db0</recordid><startdate>20170714</startdate><enddate>20170714</enddate><creator>Anant Kishore, Ravi</creator><creator>Kumar, Prashant</creator><creator>Sanghadasa, Mohan</creator><creator>Priya, Shashank</creator><general>American Institute of Physics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>20170714</creationdate><title>Taguchi optimization of bismuth-telluride based thermoelectric cooler</title><author>Anant Kishore, Ravi ; Kumar, Prashant ; Sanghadasa, Mohan ; Priya, Shashank</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-b087826056101a1f23b540fedc90e20c37343c10e7f37a578225baa1dbcb8aea3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Ambient temperature</topic><topic>Applied physics</topic><topic>Bismuth</topic><topic>Configurations</topic><topic>Cooling</topic><topic>Intermetallic compounds</topic><topic>Operating temperature</topic><topic>Optimization</topic><topic>Parameters</topic><topic>Taguchi methods</topic><topic>Tellurides</topic><topic>Thermoelectric cooling</topic><topic>Thermoelectric materials</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Anant Kishore, Ravi</creatorcontrib><creatorcontrib>Kumar, Prashant</creatorcontrib><creatorcontrib>Sanghadasa, Mohan</creatorcontrib><creatorcontrib>Priya, Shashank</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Journal of applied physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Anant Kishore, Ravi</au><au>Kumar, Prashant</au><au>Sanghadasa, Mohan</au><au>Priya, Shashank</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Taguchi optimization of bismuth-telluride based thermoelectric cooler</atitle><jtitle>Journal of applied physics</jtitle><date>2017-07-14</date><risdate>2017</risdate><volume>122</volume><issue>2</issue><issn>0021-8979</issn><eissn>1089-7550</eissn><coden>JAPIAU</coden><abstract>In the last few decades, considerable effort has been made to enhance the figure-of-merit (ZT) of thermoelectric (TE) materials. However, the performance of commercial TE devices still remains low due to the fact that the module figure-of-merit not only depends on the material ZT, but also on the operating conditions and configuration of TE modules. This study takes into account comprehensive set of parameters to conduct the numerical performance analysis of the thermoelectric cooler (TEC) using a Taguchi optimization method. The Taguchi method is a statistical tool that predicts the optimal performance with a far less number of experimental runs than the conventional experimental techniques. Taguchi results are also compared with the optimized parameters obtained by a full factorial optimization method, which reveals that the Taguchi method provides optimum or near-optimum TEC configuration using only 25 experiments against 3125 experiments needed by the conventional optimization method. 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subjects | Ambient temperature Applied physics Bismuth Configurations Cooling Intermetallic compounds Operating temperature Optimization Parameters Taguchi methods Tellurides Thermoelectric cooling Thermoelectric materials |
title | Taguchi optimization of bismuth-telluride based thermoelectric cooler |
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