{"id":"https://openalex.org/W3082689398","doi":"https://doi.org/10.1109/icaci49185.2020.9177734","title":"3-D Shape optimization of a Sensor Mounting Arm Using MOGA and MLF","display_name":"3-D Shape optimization of a Sensor Mounting Arm Using MOGA and MLF","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3082689398","doi":"https://doi.org/10.1109/icaci49185.2020.9177734","mag":"3082689398"},"language":"en","primary_location":{"id":"doi:10.1109/icaci49185.2020.9177734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067194483","display_name":"Na Shen","orcid":"https://orcid.org/0000-0002-8950-850X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Na Shen","raw_affiliation_strings":["ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039193286","display_name":"Dongran Li","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dongran Li","raw_affiliation_strings":["ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067846212","display_name":"Wilhelm Stork","orcid":"https://orcid.org/0000-0003-0579-4615"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wilhelm Stork","raw_affiliation_strings":["ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITIV Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1046215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"602","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12696","display_name":"Icing and De-icing Technologies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12682","display_name":"Smart Materials for Construction","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.6829535961151123},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6363604068756104},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5647994875907898},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.5317451357841492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46365389227867126},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42805689573287964},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.36620032787323},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3504166007041931},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3410743474960327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1909458041191101},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15045323967933655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13016831874847412}],"concepts":[{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6829535961151123},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6363604068756104},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5647994875907898},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.5317451357841492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46365389227867126},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42805689573287964},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.36620032787323},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3504166007041931},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3410743474960327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1909458041191101},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15045323967933655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13016831874847412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci49185.2020.9177734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci49185.2020.9177734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W169232566","https://openalex.org/W2028501442","https://openalex.org/W2049837560","https://openalex.org/W2074653530","https://openalex.org/W2115339659","https://openalex.org/W2125523895","https://openalex.org/W2346170315","https://openalex.org/W2553950395","https://openalex.org/W2566660978","https://openalex.org/W2598949456","https://openalex.org/W2994490068","https://openalex.org/W6731394305","https://openalex.org/W6771455904"],"related_works":["https://openalex.org/W2392437449","https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367"],"abstract_inverted_index":{"In":[0,125],"this":[1,54,91,195],"paper,":[2],"we":[3],"present":[4],"the":[5,20,40,44,64,81,96,106,113,116,128,146,168,179],"multi-objective":[6],"genetic":[7],"algorithm(MOGA)":[8],"to":[9,29,36,101],"find":[10],"an":[11],"optimal":[12,121,129],"structure":[13,58,122,130,148],"of":[14,53,70,115,184],"a":[15,31,158],"sensor":[16,55,188],"mounting":[17,25,56,189],"arm":[18,26,57,190],"using":[19],"finite":[21],"element":[22],"method(FEM).":[23],"This":[24,163],"is":[27,123,153,165,191],"used":[28],"install":[30],"weather-station":[32],"on":[33],"electrical":[34],"tower":[35],"improve":[37],"even":[38],"forecast":[39],"transmission":[41],"capacity":[42],"through":[43],"existing":[45],"high-voltage":[46],"overhead":[47],"lines.":[48],"The":[49,67],"multiple":[50],"design":[51,71,99,110],"parameters":[52,100],"are":[59,76],"determined":[60],"as":[61,80],"variables":[62],"for":[63,84,187],"shape":[65],"optimization.":[66],"structural":[68,102],"performance":[69],"points":[72],"with":[73,112,127,175],"diverse":[74],"structures":[75],"simulated":[77],"and":[78,104,142,151,156,182],"gathered":[79],"training":[82],"data":[83],"Multi-layer":[85],"feed-forward":[86],"neural":[87],"network(MLF).":[88],"After":[89],"training,":[90],"MLF":[92,150],"model":[93],"can":[94],"mimic":[95],"mapping":[97],"from":[98,132,149],"analysis":[103],"replace":[105],"time-consuming":[107],"simulation.":[108],"Given":[109],"constraints":[111],"implementation":[114],"algorithm":[117],"MOGA,":[118],"one":[119],"tradeoff":[120],"found.":[124],"comparison":[126],"obtained":[131],"Standard":[133],"Response":[134,144],"Surface":[135],"(2":[136],"<sup":[137],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[138],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">nd</sup>":[139],"order":[140],"polynomial)":[141],"Kriging":[143],"Surface,":[145],"solution":[147],"MOGA":[152],"more":[154],"light":[155],"shows":[157],"better":[159],"static":[160],"mechanical":[161],"performance.":[162],"work":[164],"implemented":[166],"within":[167],"FEM":[169],"program":[170],"Ansys":[171],"without":[172],"any":[173],"interfaces":[174],"other":[176],"programs.":[177],"Additionally,":[178],"material":[180],"selection":[181],"analyse":[183],"fatigue":[185],"life":[186],"also":[192],"presented":[193],"in":[194],"work.":[196]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}