{"id":"https://openalex.org/W4407951609","doi":"https://doi.org/10.1109/ispec59716.2024.10892607","title":"Enhanced Analysis of Electric Field Distribution in High Voltage Insulators Using Advanced ANN","display_name":"Enhanced Analysis of Electric Field Distribution in High Voltage Insulators Using Advanced ANN","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407951609","doi":"https://doi.org/10.1109/ispec59716.2024.10892607"},"language":"en","primary_location":{"id":"doi:10.1109/ispec59716.2024.10892607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispec59716.2024.10892607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Sustainable Power and Energy Conference (iSPEC)","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/A5071349828","display_name":"Ahmed S. Menesy","orcid":"https://orcid.org/0000-0002-4657-5251"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ahmed S. Menesy","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002452654","display_name":"Kotb M. Kotb","orcid":"https://orcid.org/0000-0002-9601-6167"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Kotb M. Kotb","raw_affiliation_strings":["Interdisciplinary Research Center for Sustainable Energy Systems (IRC-SES), King Fahd University of Petroleum and Minerals (KFUPM),Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Research Center for Sustainable Energy Systems (IRC-SES), King Fahd University of Petroleum and Minerals (KFUPM),Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072236435","display_name":"M. M. Ali","orcid":"https://orcid.org/0000-0002-0820-8442"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mahmoud Ali","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University,State Key Laboratory of Power Transmission Equipment &#x0026; System Security and New Technology,Chongqing,China,400044"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University,State Key Laboratory of Power Transmission Equipment &#x0026; System Security and New Technology,Chongqing,China,400044","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039218751","display_name":"Mohamed E. Zayed","orcid":"https://orcid.org/0000-0002-8641-8584"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed E. Zayed","raw_affiliation_strings":["Interdisciplinary Research Center for Sustainable Energy Systems (IRC-SES), King Fahd University of Petroleum and Minerals (KFUPM),Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Research Center for Sustainable Energy Systems (IRC-SES), King Fahd University of Petroleum and Minerals (KFUPM),Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056456513","display_name":"I.O. Habiballah","orcid":"https://orcid.org/0000-0002-1827-9228"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ibrahim O. Habiballah","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088638819","display_name":"M. A. Abido","orcid":"https://orcid.org/0000-0001-5292-6938"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed Ali Abido","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261"],"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals (KFUPM),Electrical Engineering Department,Dhahran,Saudi Arabia,31261","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071349828"],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":null,"apc_paid":null,"fwci":0.1231,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44819741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"428","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electric-field","display_name":"Electric field","score":0.6480956077575684},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4794706106185913},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.4486147463321686},{"id":"https://openalex.org/keywords/high-voltage","display_name":"High voltage","score":0.43635252118110657},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3911472260951996},{"id":"https://openalex.org/keywords/engineering-physics","display_name":"Engineering physics","score":0.3461332619190216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3311854600906372},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28047165274620056},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24333134293556213}],"concepts":[{"id":"https://openalex.org/C60799052","wikidata":"https://www.wikidata.org/wiki/Q46221","display_name":"Electric field","level":2,"score":0.6480956077575684},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4794706106185913},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.4486147463321686},{"id":"https://openalex.org/C88182573","wikidata":"https://www.wikidata.org/wiki/Q1139740","display_name":"High voltage","level":3,"score":0.43635252118110657},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3911472260951996},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.3461332619190216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3311854600906372},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28047165274620056},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24333134293556213},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispec59716.2024.10892607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispec59716.2024.10892607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Sustainable Power and Energy Conference (iSPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2343203985","https://openalex.org/W2977039148","https://openalex.org/W3003203686","https://openalex.org/W3014876642","https://openalex.org/W3046417006","https://openalex.org/W3089953651","https://openalex.org/W3134162770","https://openalex.org/W3152358923","https://openalex.org/W3166597141","https://openalex.org/W3177420917","https://openalex.org/W3194757725","https://openalex.org/W4200366816","https://openalex.org/W4220721005","https://openalex.org/W4220842426","https://openalex.org/W4226438764","https://openalex.org/W4292582534","https://openalex.org/W4300876908","https://openalex.org/W4309306646","https://openalex.org/W4312081836","https://openalex.org/W4312370959","https://openalex.org/W4321764662","https://openalex.org/W4360994521"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2362645459","https://openalex.org/W4377941396","https://openalex.org/W2909125451","https://openalex.org/W2011906856","https://openalex.org/W2973491786","https://openalex.org/W3197962506","https://openalex.org/W3007150058","https://openalex.org/W2570111703","https://openalex.org/W3013816645"],"abstract_inverted_index":{"The":[0,114,131,164,183],"design":[1],"of":[2,10,140],"insulators":[3,109],"fundamentally":[4],"relies":[5],"on":[6,15,88,107,143,212],"the":[7,11,24,34,76,84,98,103,127,134,137,144,148,153,158,175,178,187,196,200],"accurate":[8],"assessment":[9,20],"electric":[12,85,104,154,209],"field":[13,86,105,155,210],"distribution":[14,87,106,156],"their":[16],"surfaces.":[17],"Traditionally,":[18],"this":[19],"is":[21,43,70],"conducted":[22],"using":[23],"Finite":[25],"Element":[26],"Method":[27],"(FEM),":[28],"a":[29,59],"technique":[30],"that":[31,96,125],"involves":[32],"segmenting":[33],"insulator":[35,145],"surface":[36,146],"into":[37],"distinct,":[38],"non-overlapping":[39],"regions.":[40],"This":[41,90],"process":[42],"notably":[44],"time-consuming":[45],"and":[46,78,147,177,203],"demands":[47],"extensive":[48],"numerical":[49],"computations.":[50],"However,":[51],"integrating":[52],"Artificial":[53],"Neural":[54],"Networks":[55],"(ANN":[56],"s)":[57],"offers":[58],"simplified":[60],"approach":[61],"to":[62,82,101,120],"modeling":[63],"these":[64],"complex":[65],"relationships.":[66],"When":[67],"an":[68,93,122],"ANN":[69,94,135,176,188],"adequately":[71],"trained,":[72],"it":[73],"significantly":[74],"reduces":[75],"time":[77],"computational":[79],"intensity":[80],"required":[81],"determine":[83],"insulators.":[89,213],"paper":[91],"introduces":[92],"model":[95,115,189],"utilizes":[97],"back-propagation":[99],"algorithm":[100],"predict":[102],"various":[108],"under":[110],"high-voltage":[111],"(HV)":[112],"conditions.":[113],"iteratively":[116],"adjusts":[117],"its":[118,205],"structure":[119],"achieve":[121],"optimal":[123],"configuration":[124],"minimizes":[126],"mean":[128],"square":[129],"error.":[130],"inputs":[132],"for":[133,173,181],"are":[136,190],"dimensional":[138],"coordinates":[139],"selected":[141],"nodes":[142],"insulator's":[149],"voltage":[150],"level,":[151],"with":[152,170,192],"as":[157],"output,":[159],"derived":[160],"from":[161,186],"FEM":[162,197],"data.":[163],"study":[165],"uses":[166],"600":[167],"data":[168],"patterns,":[169],"90%":[171],"allocated":[172],"training":[174],"remaining":[179],"10%":[180],"testing.":[182],"results":[184],"acquired":[185],"juxtaposed":[191],"those":[193],"obtained":[194],"through":[195],"approach,":[198],"demonstrating":[199],"ANN's":[201],"effectiveness":[202],"validating":[204],"performance":[206],"in":[207],"predicting":[208],"distributions":[211]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
