{"id":"https://openalex.org/W4312001611","doi":"https://doi.org/10.1080/01969722.2022.2157606","title":"Adaptive Aquila Optimization Controlled Deep Convolutional Neural Network for Power Management in Supercapacitors/Battery of Electric Vehicles","display_name":"Adaptive Aquila Optimization Controlled Deep Convolutional Neural Network for Power Management in Supercapacitors/Battery of Electric Vehicles","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4312001611","doi":"https://doi.org/10.1080/01969722.2022.2157606"},"language":"en","primary_location":{"id":"doi:10.1080/01969722.2022.2157606","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969722.2022.2157606","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-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/A5030028083","display_name":"Pravin Subhash Pisal","orcid":"https://orcid.org/0000-0002-8090-1655"},"institutions":[{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]},{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pravin Subhash Pisal","raw_affiliation_strings":["School of Electrical and Electronics Engineering, VIT Bhopal University, Bhopal, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, VIT Bhopal University, Bhopal, Madhya Pradesh, India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005571367","display_name":"Abhay Vidyarthi","orcid":null},"institutions":[{"id":"https://openalex.org/I152391192","display_name":"Madhya Pradesh Bhoj Open University","ror":"https://ror.org/02j3w7f30","country_code":"IN","type":"education","lineage":["https://openalex.org/I152391192"]},{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhay Vidyarthi","raw_affiliation_strings":["School of Electrical and Electronics Engineering, VIT Bhopal University, Bhopal, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, VIT Bhopal University, Bhopal, Madhya Pradesh, India","institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030028083"],"corresponding_institution_ids":["https://openalex.org/I152391192","https://openalex.org/I464993"],"apc_list":null,"apc_paid":null,"fwci":0.3136,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.48683447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"54","issue":"7","first_page":"1062","last_page":"1085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10223","display_name":"Microgrid Control and Optimization","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.7109692096710205},{"id":"https://openalex.org/keywords/regenerative-brake","display_name":"Regenerative brake","score":0.6873779296875},{"id":"https://openalex.org/keywords/supercapacitor","display_name":"Supercapacitor","score":0.6632524728775024},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.6115974187850952},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5866305828094482},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5833920240402222},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4949459433555603},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.48664912581443787},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.48382893204689026},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.4544111490249634},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.44581013917922974},{"id":"https://openalex.org/keywords/settling-time","display_name":"Settling time","score":0.41883525252342224},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3132151961326599},{"id":"https://openalex.org/keywords/capacitance","display_name":"Capacitance","score":0.19164779782295227},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.19163435697555542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13319343328475952},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11264833807945251},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09155115485191345},{"id":"https://openalex.org/keywords/brake","display_name":"Brake","score":0.07324966788291931},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07058554887771606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109692096710205},{"id":"https://openalex.org/C162380856","wikidata":"https://www.wikidata.org/wiki/Q580078","display_name":"Regenerative brake","level":3,"score":0.6873779296875},{"id":"https://openalex.org/C6585489","wikidata":"https://www.wikidata.org/wiki/Q754523","display_name":"Supercapacitor","level":4,"score":0.6632524728775024},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.6115974187850952},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5866305828094482},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5833920240402222},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4949459433555603},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.48664912581443787},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.48382893204689026},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.4544111490249634},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.44581013917922974},{"id":"https://openalex.org/C14781684","wikidata":"https://www.wikidata.org/wiki/Q3983320","display_name":"Settling time","level":3,"score":0.41883525252342224},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3132151961326599},{"id":"https://openalex.org/C30066665","wikidata":"https://www.wikidata.org/wiki/Q164399","display_name":"Capacitance","level":3,"score":0.19164779782295227},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.19163435697555542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13319343328475952},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11264833807945251},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09155115485191345},{"id":"https://openalex.org/C2780999251","wikidata":"https://www.wikidata.org/wiki/Q17022503","display_name":"Brake","level":2,"score":0.07324966788291931},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07058554887771606},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.0},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C160030872","wikidata":"https://www.wikidata.org/wiki/Q2142864","display_name":"Step response","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/01969722.2022.2157606","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969722.2022.2157606","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W414544266","https://openalex.org/W1488586042","https://openalex.org/W1550755341","https://openalex.org/W1977638106","https://openalex.org/W1988003858","https://openalex.org/W1988654572","https://openalex.org/W1988827731","https://openalex.org/W1990488730","https://openalex.org/W2005647119","https://openalex.org/W2011816397","https://openalex.org/W2041964770","https://openalex.org/W2086982787","https://openalex.org/W2124249873","https://openalex.org/W2125928333","https://openalex.org/W2154511661","https://openalex.org/W2427246697","https://openalex.org/W2545651014","https://openalex.org/W2725848936","https://openalex.org/W2735145085","https://openalex.org/W2791899797","https://openalex.org/W2798391154","https://openalex.org/W2903982586","https://openalex.org/W2922184708","https://openalex.org/W3011238899","https://openalex.org/W3014710565","https://openalex.org/W3016533673","https://openalex.org/W3023522591","https://openalex.org/W3044213707","https://openalex.org/W3097246539","https://openalex.org/W3110845143","https://openalex.org/W3139484821","https://openalex.org/W4206570411","https://openalex.org/W4232003434","https://openalex.org/W4252760031","https://openalex.org/W4281721275"],"related_works":["https://openalex.org/W2966905463","https://openalex.org/W4300960994","https://openalex.org/W3151584499","https://openalex.org/W4210865227","https://openalex.org/W2543361554","https://openalex.org/W4315574134","https://openalex.org/W3086964124","https://openalex.org/W4234173525","https://openalex.org/W3134429636","https://openalex.org/W2183914206"],"abstract_inverted_index":{"Electric":[0],"Vehicles":[1],"(EVs)":[2],"may":[3],"be":[4],"a":[5,65,126],"viable":[6],"solution":[7],"to":[8,83,95,147],"reduce":[9],"the":[10,21,74,80,84,98,105,112,121,144,152,156,168],"huge":[11],"energy":[12,81,92],"consumption":[13],"and":[14,23,44,102,132,164,173],"greenhouse":[15],"emissions":[16],"of":[17,25,77,155],"global":[18],"transportation.":[19],"However,":[20],"cost":[22],"range":[24],"batteries":[26],"are":[27],"two":[28],"major":[29],"obstacles":[30],"for":[31,38,73],"EV.":[32],"An":[33,55],"efficient":[34],"Power":[35],"management":[36],"system":[37],"EVs,":[39],"which":[40],"includes":[41],"Supercapacitor":[42],"(SC)":[43],"battery":[45],"with":[46,64],"an":[47],"optimized":[48],"converter,":[49],"is":[50,71,93,118,141,160],"proposed":[51,139],"in":[52,104,120],"this":[53],"paper.":[54],"optimal":[56,75],"Direct":[57],"Current":[58],"(DC)-DC":[59],"Bi-directional":[60],"Buck-Boost":[61],"Converter":[62],"(BBBC)":[63],"Proportional":[66],"Integral":[67],"Derivative":[68],"(PID)":[69],"controller":[70,123],"used":[72],"flow":[76],"power":[78],"from":[79],"source":[82],"drive":[85],"during":[86,111],"EV":[87],"acceleration.":[88],"The":[89,138],"regenerative":[90],"braking":[91],"allowed":[94],"return":[96],"through":[97],"same":[99],"bidirectional":[100],"converter":[101,122],"retained":[103],"Hybrid":[106],"Energy":[107],"Storage":[108],"System":[109],"(HESS)":[110],"deceleration":[113],"mode.":[114],"A":[115],"novel":[116],"optimization":[117],"attained":[119],"circuit":[124],"using":[125,143],"Deep":[127],"Convolution":[128],"Neural":[129],"Network":[130],"(DCNN)":[131],"Adaptive":[133],"Aquila":[134],"Optimization":[135],"Algorithm":[136],"(AAqOA).":[137],"strategy":[140],"validated":[142],"results":[145],"compared":[146],"conventional":[148],"algorithms.":[149],"In":[150],"particular,":[151],"settling":[153],"time":[154],"suggested":[157],"AAqOA":[158],"model":[159],"55.44%,":[161],"96.94%,":[162],"97.03%,":[163],"91.87%":[165],"better":[166],"than":[167],"extant":[169],"PI,":[170],"DA,":[171],"SSA,":[172],"AOA":[174],"methods,":[175],"respectively.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
