{"id":"https://openalex.org/W4388950923","doi":"https://doi.org/10.1109/icccnt56998.2023.10307465","title":"Deep Learning for Solar Panel Maintenance: Detecting Faults and Improving Performance","display_name":"Deep Learning for Solar Panel Maintenance: Detecting Faults and Improving Performance","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388950923","doi":"https://doi.org/10.1109/icccnt56998.2023.10307465"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5093327508","display_name":"Himanshu Bendale","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Bendale","raw_affiliation_strings":["AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]},{"raw_affiliation_string":"Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093327509","display_name":"Harsh Aswar","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Aswar","raw_affiliation_strings":["AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]},{"raw_affiliation_string":"Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093327510","display_name":"Hitesh Bamb","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hitesh Bamb","raw_affiliation_strings":["AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]},{"raw_affiliation_string":"Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108657369","display_name":"Parth Desai","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parth Desai","raw_affiliation_strings":["AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]},{"raw_affiliation_string":"Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024999036","display_name":"Chetan Nimba Aher","orcid":"https://orcid.org/0000-0001-7765-8319"},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chetan. N. Aher","raw_affiliation_strings":["AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AISSMS Institute of Information Technology,Department of Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]},{"raw_affiliation_string":"Department of Computer Engineering, AISSMS Institute of Information Technology, Pune, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"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":1.0,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9980999827384949,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.731738805770874},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.5788141489028931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5603257417678833},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5251790285110474},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5207181572914124},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4900027811527252},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.46823635697364807},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.44524121284484863},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.4437868595123291},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34851759672164917},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3466404378414154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30015450716018677},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2791440486907959},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2431996464729309}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.731738805770874},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.5788141489028931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5603257417678833},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5251790285110474},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5207181572914124},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4900027811527252},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.46823635697364807},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.44524121284484863},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4437868595123291},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34851759672164917},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3466404378414154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30015450716018677},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2791440486907959},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2431996464729309},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2087155050","https://openalex.org/W2092669910","https://openalex.org/W2550512741","https://openalex.org/W2599954688","https://openalex.org/W2601581441","https://openalex.org/W2602446522","https://openalex.org/W2621033456","https://openalex.org/W2781720975","https://openalex.org/W2809443193","https://openalex.org/W2809518778","https://openalex.org/W2922479620","https://openalex.org/W3006602730","https://openalex.org/W3086786485"],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W3093216143","https://openalex.org/W2897931424","https://openalex.org/W1990062858","https://openalex.org/W2900183140"],"abstract_inverted_index":{"The":[0,53,131],"fastest-growing":[1],"source":[2],"of":[3,13,36,49,55,140,162,169,196],"clean,":[4],"sustainable":[5],"energy,":[6],"solar":[7,82,102,150,163,197],"energy":[8,14,164],"outperforms":[9],"all":[10],"other":[11],"types":[12],"production.":[15],"Solar":[16],"panels":[17],"typically":[18],"require":[19,84],"little":[20],"upkeep":[21],"and":[22,76,86,91,143,154,175],"do":[23],"not":[24],"need":[25],"ongoing":[26],"maintenance.":[27],"Numerous":[28],"issues,":[29],"however,":[30],"might":[31],"cause":[32],"a":[33,42,167],"production":[34],"loss":[35],"up":[37],"to":[38,98,100,148,158],"20":[39],"percent":[40],"because":[41],"faulty":[43],"panel":[44,89,151],"can":[45],"affect":[46],"the":[47,50,61,160,173],"generation":[48],"entire":[51],"array.":[52],"cost":[54],"repairs":[56],"will":[57,73,134,145,155],"be":[58,135,146,156,190],"lower":[59],"if":[60],"power":[62],"plant":[63],"is":[64,93],"properly":[65],"maintained":[66],"on":[67],"time,":[68],"but":[69],"more":[70,78,94],"importantly,":[71],"it":[72,92],"last":[74],"longer":[75],"provide":[77],"electricity":[79],"overall.":[80],"Large":[81],"plantations":[83],"expensive":[85],"time-consuming":[87],"manual":[88],"monitoring,":[90],"difficult":[95],"for":[96,110],"people":[97],"get":[99],"remote":[101],"plantations.":[103],"In":[104,183],"this":[105,141,186],"article,":[106],"deep":[107],"learning-based":[108],"methods":[109],"detecting":[111],"faults":[112,193],"in":[113],"photovoltaic":[114],"systems":[115],"are":[116],"presented":[117],"utilizing":[118],"thermal":[119],"images":[120,195],"from":[121,194],"an":[122,138],"unmanned":[123],"aerial":[124],"vehicle":[125],"(UAV)":[126],"equipped":[127],"with":[128],"infrared":[129],"sensors.":[130],"software":[132,187],"which":[133,178],"produced":[136,165],"as":[137,166],"output":[139],"research":[142],"work":[144],"able":[147,157,191],"detect":[149],"faults(internal)":[152],"accurately":[153],"predict":[159],"amount":[161],"result":[168],"these":[170],"defects":[171],"using":[172],"voltage":[174],"current":[176],"values":[177],"have":[179],"been":[180],"observed":[181],"previously.":[182],"future":[184],"scope,":[185],"may":[188],"also":[189],"identify":[192],"panels.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}