Optimal Design of a Novel Rescue Accessory with Spreading and Supporting Functions
A novel rescue accessory with spreading and supporting functions is proposed to promote the performance of usage continuity and improve the rescue efficiency of traditional rescue devices. To optimally design this rescue device, we apply related working principles to analyze the motion of the whole...
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Veröffentlicht in: | Mathematical problems in engineering 2022, Vol.2022, p.1-14 |
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description | A novel rescue accessory with spreading and supporting functions is proposed to promote the performance of usage continuity and improve the rescue efficiency of traditional rescue devices. To optimally design this rescue device, we apply related working principles to analyze the motion of the whole device and its spreading mechanism. In optimization, three important parameters of the spreading width, the jaw rotation angle, and the spreading force are simultaneously chosen as the objective functions. Meanwhile, specific mathematical models are established for estimating the performance of the novel rescue accessory. Then, an improved algorithm based on the nondominated sorting genetic algorithm (INSGA-II) is proposed to solve the above multiobjective optimization problem of the rescue accessory. The INSGA-II optimizes the population diversity, the crossover operator, and the mutation operation in calculation procedures. Furthermore, it can dynamically adjust the crowded distance and enhance the global as well as the local searching capabilities of INSGA-II. Results from computational tests show that INSGA-II has the best performance among other popular algorithms. More importantly, comparison results show that the compromise solution of the Pareto front for the above three objective functions obtained by INSGA-II is superior to those by other algorithms. |
doi_str_mv | 10.1155/2022/1572036 |
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To optimally design this rescue device, we apply related working principles to analyze the motion of the whole device and its spreading mechanism. In optimization, three important parameters of the spreading width, the jaw rotation angle, and the spreading force are simultaneously chosen as the objective functions. Meanwhile, specific mathematical models are established for estimating the performance of the novel rescue accessory. Then, an improved algorithm based on the nondominated sorting genetic algorithm (INSGA-II) is proposed to solve the above multiobjective optimization problem of the rescue accessory. The INSGA-II optimizes the population diversity, the crossover operator, and the mutation operation in calculation procedures. Furthermore, it can dynamically adjust the crowded distance and enhance the global as well as the local searching capabilities of INSGA-II. Results from computational tests show that INSGA-II has the best performance among other popular algorithms. More importantly, comparison results show that the compromise solution of the Pareto front for the above three objective functions obtained by INSGA-II is superior to those by other algorithms.</description><identifier>ISSN: 1024-123X</identifier><identifier>EISSN: 1563-5147</identifier><identifier>DOI: 10.1155/2022/1572036</identifier><language>eng</language><publisher>New York: Hindawi</publisher><subject>Algorithms ; Construction equipment ; Design optimization ; Earthquakes ; Efficiency ; Genetic algorithms ; Hydraulics ; Kinematics ; Mathematical models ; Multiple objective analysis ; Operators (mathematics) ; Pareto optimization ; Robots ; Sorting algorithms ; Symmetry</subject><ispartof>Mathematical problems in engineering, 2022, Vol.2022, p.1-14</ispartof><rights>Copyright © 2022 Chunrong Wang et al.</rights><rights>Copyright © 2022 Chunrong Wang et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2096-81b036a1c38d93c8eb73841177fbcd1926f9d4030a11f1df4ab75e999e8fe7653</cites><orcidid>0000-0003-2972-9121</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024,27923,27924,27925</link.rule.ids></links><search><contributor>Sahoo, Laxminarayan</contributor><contributor>Laxminarayan Sahoo</contributor><creatorcontrib>Wang, Chunrong</creatorcontrib><creatorcontrib>Xia, Erdong</creatorcontrib><creatorcontrib>Wang, Kun-Chieh</creatorcontrib><creatorcontrib>Xiong, Changjiong</creatorcontrib><title>Optimal Design of a Novel Rescue Accessory with Spreading and Supporting Functions</title><title>Mathematical problems in engineering</title><description>A novel rescue accessory with spreading and supporting functions is proposed to promote the performance of usage continuity and improve the rescue efficiency of traditional rescue devices. 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More importantly, comparison results show that the compromise solution of the Pareto front for the above three objective functions obtained by INSGA-II is superior to those by other algorithms.</description><subject>Algorithms</subject><subject>Construction equipment</subject><subject>Design optimization</subject><subject>Earthquakes</subject><subject>Efficiency</subject><subject>Genetic algorithms</subject><subject>Hydraulics</subject><subject>Kinematics</subject><subject>Mathematical models</subject><subject>Multiple objective analysis</subject><subject>Operators (mathematics)</subject><subject>Pareto optimization</subject><subject>Robots</subject><subject>Sorting algorithms</subject><subject>Symmetry</subject><issn>1024-123X</issn><issn>1563-5147</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RHX</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kE1LAzEQhoMoWKs3f0DAo67NJJvN7rFUq0Kx0Cp4W7L5aLfUzZrsWvrvTWnPnmYGHmbmfRC6BfIIwPmIEkpHwAUlLDtDA-AZSzik4jz2hKYJUPZ1ia5C2BBCgUM-QIt529XfcoufTKhXDXYWS_zufs0WL0xQvcFjpUwIzu_xru7WeNl6I3XdrLBsNF72bet8dxinfaO62jXhGl1YuQ3m5lSH6HP6_DF5TWbzl7fJeJYoSoosyaGKb0pQLNcFU7mpBMtTACFspTQUNLOFTgkjEsCCtqmsBDdFUZjcGpFxNkR3x72tdz-9CV25cb1v4smSZgJiYpazSD0cKeVdCN7YsvUxsN-XQMqDtfJgrTxZi_j9EV_XjZa7-n_6Dxcgavo</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Wang, Chunrong</creator><creator>Xia, Erdong</creator><creator>Wang, Kun-Chieh</creator><creator>Xiong, Changjiong</creator><general>Hindawi</general><general>Hindawi Limited</general><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>CWDGH</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>KR7</scope><scope>L6V</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><orcidid>https://orcid.org/0000-0003-2972-9121</orcidid></search><sort><creationdate>2022</creationdate><title>Optimal Design of a Novel Rescue Accessory with Spreading and Supporting Functions</title><author>Wang, Chunrong ; Xia, Erdong ; Wang, Kun-Chieh ; Xiong, Changjiong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2096-81b036a1c38d93c8eb73841177fbcd1926f9d4030a11f1df4ab75e999e8fe7653</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Algorithms</topic><topic>Construction equipment</topic><topic>Design optimization</topic><topic>Earthquakes</topic><topic>Efficiency</topic><topic>Genetic algorithms</topic><topic>Hydraulics</topic><topic>Kinematics</topic><topic>Mathematical models</topic><topic>Multiple objective analysis</topic><topic>Operators (mathematics)</topic><topic>Pareto optimization</topic><topic>Robots</topic><topic>Sorting algorithms</topic><topic>Symmetry</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Chunrong</creatorcontrib><creatorcontrib>Xia, Erdong</creatorcontrib><creatorcontrib>Wang, Kun-Chieh</creatorcontrib><creatorcontrib>Xiong, Changjiong</creatorcontrib><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access</collection><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>Middle East & Africa Database</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer science database</collection><collection>Civil Engineering Abstracts</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><jtitle>Mathematical problems in engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Chunrong</au><au>Xia, Erdong</au><au>Wang, Kun-Chieh</au><au>Xiong, Changjiong</au><au>Sahoo, Laxminarayan</au><au>Laxminarayan Sahoo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimal Design of a Novel Rescue Accessory with Spreading and Supporting Functions</atitle><jtitle>Mathematical problems in engineering</jtitle><date>2022</date><risdate>2022</risdate><volume>2022</volume><spage>1</spage><epage>14</epage><pages>1-14</pages><issn>1024-123X</issn><eissn>1563-5147</eissn><abstract>A novel rescue accessory with spreading and supporting functions is proposed to promote the performance of usage continuity and improve the rescue efficiency of traditional rescue devices. To optimally design this rescue device, we apply related working principles to analyze the motion of the whole device and its spreading mechanism. In optimization, three important parameters of the spreading width, the jaw rotation angle, and the spreading force are simultaneously chosen as the objective functions. Meanwhile, specific mathematical models are established for estimating the performance of the novel rescue accessory. Then, an improved algorithm based on the nondominated sorting genetic algorithm (INSGA-II) is proposed to solve the above multiobjective optimization problem of the rescue accessory. The INSGA-II optimizes the population diversity, the crossover operator, and the mutation operation in calculation procedures. Furthermore, it can dynamically adjust the crowded distance and enhance the global as well as the local searching capabilities of INSGA-II. Results from computational tests show that INSGA-II has the best performance among other popular algorithms. More importantly, comparison results show that the compromise solution of the Pareto front for the above three objective functions obtained by INSGA-II is superior to those by other algorithms.</abstract><cop>New York</cop><pub>Hindawi</pub><doi>10.1155/2022/1572036</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-2972-9121</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Construction equipment Design optimization Earthquakes Efficiency Genetic algorithms Hydraulics Kinematics Mathematical models Multiple objective analysis Operators (mathematics) Pareto optimization Robots Sorting algorithms Symmetry |
title | Optimal Design of a Novel Rescue Accessory with Spreading and Supporting Functions |
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