{"id":"https://openalex.org/W3205373371","doi":"https://doi.org/10.1109/iisa52424.2021.9555558","title":"Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection","display_name":"Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3205373371","doi":"https://doi.org/10.1109/iisa52424.2021.9555558","mag":"3205373371"},"language":"en","primary_location":{"id":"doi:10.1109/iisa52424.2021.9555558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa52424.2021.9555558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016043825","display_name":"Glen Uehara","orcid":"https://orcid.org/0000-0002-0186-739X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Glen Uehara","raw_affiliation_strings":["School of ECEE, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECEE, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103160970","display_name":"Sunil Rao","orcid":"https://orcid.org/0000-0002-8151-5174"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunil Rao","raw_affiliation_strings":["School of ECEE, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECEE, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058698601","display_name":"Mathew Dobson","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathew Dobson","raw_affiliation_strings":["School of ECEE, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECEE, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080800965","display_name":"Cihan Tepedelenlio\u011flu","orcid":"https://orcid.org/0000-0002-9180-1158"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Tepedelenlioglu","raw_affiliation_strings":["School of ECEE, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECEE, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074371899","display_name":"Andreas Spanias","orcid":"https://orcid.org/0000-0003-0306-9348"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Spanias","raw_affiliation_strings":["School of ECEE, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECEE, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":7.7785,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9862763,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7506482601165771},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.7091373801231384},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6978124380111694},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.6457423567771912},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.6452013254165649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6251125335693359},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5538865923881531},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.503983199596405},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4797045588493347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3123026192188263},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2882111370563507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21920901536941528},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16777613759040833},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.10036370158195496}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7506482601165771},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7091373801231384},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6978124380111694},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.6457423567771912},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.6452013254165649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6251125335693359},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5538865923881531},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.503983199596405},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4797045588493347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3123026192188263},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2882111370563507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21920901536941528},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16777613759040833},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.10036370158195496},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa52424.2021.9555558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa52424.2021.9555558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1496727757","https://openalex.org/W1522301498","https://openalex.org/W1930624869","https://openalex.org/W1982891706","https://openalex.org/W1984906098","https://openalex.org/W1985258161","https://openalex.org/W2101462671","https://openalex.org/W2119821739","https://openalex.org/W2136341036","https://openalex.org/W2150358096","https://openalex.org/W2282456686","https://openalex.org/W2302921670","https://openalex.org/W2422029444","https://openalex.org/W2729911889","https://openalex.org/W2753687772","https://openalex.org/W2754764275","https://openalex.org/W2793886907","https://openalex.org/W2798434869","https://openalex.org/W2805003733","https://openalex.org/W2913256983","https://openalex.org/W2963813662","https://openalex.org/W2964121744","https://openalex.org/W2964451863","https://openalex.org/W2964726042","https://openalex.org/W2969489994","https://openalex.org/W2970971581","https://openalex.org/W2973805762","https://openalex.org/W2999286712","https://openalex.org/W3082905116","https://openalex.org/W3098290058","https://openalex.org/W3098594497","https://openalex.org/W3103309536","https://openalex.org/W3104114886","https://openalex.org/W3198817157","https://openalex.org/W3209612530","https://openalex.org/W4238530616","https://openalex.org/W4239510810","https://openalex.org/W4295312788","https://openalex.org/W6631190155","https://openalex.org/W6743702420","https://openalex.org/W6751979845","https://openalex.org/W6766978945","https://openalex.org/W6844722933"],"related_works":["https://openalex.org/W2366305099","https://openalex.org/W4386072290","https://openalex.org/W4211022830","https://openalex.org/W4379878980","https://openalex.org/W2619222128","https://openalex.org/W3174478574","https://openalex.org/W2963768709","https://openalex.org/W4287333466","https://openalex.org/W3128569495","https://openalex.org/W1997854118"],"abstract_inverted_index":{"In":[0,75],"this":[1],"paper,":[2],"we":[3],"describe":[4],"solar":[5],"array":[6],"monitoring":[7],"using":[8,20,66],"various":[9],"machine":[10],"learning":[11],"methods":[12],"including":[13],"neural":[14,41,73],"networks.":[15,74],"We":[16,33],"study":[17],"fault":[18,47,64,97],"detection":[19,65],"a":[21,30,36,40,67,79,86],"quantum":[22,37,50,70],"computer":[23],"system":[24],"and":[25,58,69,91],"compare":[26],"against":[27],"results":[28,92],"with":[29],"classical":[31,68],"computer.":[32],"specifically":[34],"propose":[35],"circuit":[38,51],"for":[39,44,54,62,85,95],"network":[42],"implementation":[43,71],"Photovoltaic":[45],"(PV)":[46],"detection.":[48,98],"The":[49],"is":[52],"designed":[53],"two":[55],"qubits.":[56],"Results":[57],"comparisons":[59],"are":[60,83,93],"presented":[61,94],"PV":[63,96],"of":[72,78,89],"addition,":[76],"simulations":[77],"Quantum":[80],"Neural":[81],"Network":[82],"carried":[84],"different":[87],"number":[88],"qubits":[90]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
