{"id":"https://openalex.org/W2965579125","doi":"https://doi.org/10.1109/isie.2019.8781380","title":"A study on the lifetime estimation of photovoltaic modules under accelerated environmental conditions","display_name":"A study on the lifetime estimation of photovoltaic modules under accelerated environmental conditions","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2965579125","doi":"https://doi.org/10.1109/isie.2019.8781380","mag":"2965579125"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2019.8781380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2019.8781380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)","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/A5100319508","display_name":"Jingyi Wang","orcid":"https://orcid.org/0000-0002-8583-237X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing-Yi Wang","raw_affiliation_strings":["School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610894","display_name":"Zheng Qian","orcid":"https://orcid.org/0000-0002-2657-6361"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Qian","raw_affiliation_strings":["School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101692073","display_name":"Jingyue Wang","orcid":"https://orcid.org/0000-0001-6565-8119"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing-Yue Wang","raw_affiliation_strings":["School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Opto-electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110630767","display_name":"Yan Pei","orcid":null},"institutions":[{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]},{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Pei","raw_affiliation_strings":["State Key Laboratory of Operation and Control of Renewable Energy & Storage Systems, China Electric Power Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Operation and Control of Renewable Energy & Storage Systems, China Electric Power Research Institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100319508"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05580222,"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":"1035","last_page":"1040"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9966999888420105,"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":0.9966999888420105,"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/T11336","display_name":"Energy and Environment Impacts","score":0.9915000200271606,"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"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/weibull-distribution","display_name":"Weibull distribution","score":0.8482483625411987},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6552603840827942},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6047819256782532},{"id":"https://openalex.org/keywords/log-normal-distribution","display_name":"Log-normal distribution","score":0.5806871652603149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48590388894081116},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.46035096049308777},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.4442588984966278},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.44083738327026367},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4405350685119629},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4228704869747162},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40597185492515564},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3316892385482788},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20039674639701843}],"concepts":[{"id":"https://openalex.org/C173291955","wikidata":"https://www.wikidata.org/wiki/Q732332","display_name":"Weibull distribution","level":2,"score":0.8482483625411987},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6552603840827942},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6047819256782532},{"id":"https://openalex.org/C151620405","wikidata":"https://www.wikidata.org/wiki/Q826116","display_name":"Log-normal distribution","level":2,"score":0.5806871652603149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48590388894081116},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.46035096049308777},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.4442588984966278},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.44083738327026367},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4405350685119629},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4228704869747162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40597185492515564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3316892385482788},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20039674639701843},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2019.8781380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2019.8781380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W314838484","https://openalex.org/W1983087164","https://openalex.org/W2002204410","https://openalex.org/W2008317478","https://openalex.org/W2083195689","https://openalex.org/W2118481206","https://openalex.org/W2151456205","https://openalex.org/W2166481425","https://openalex.org/W2552755885","https://openalex.org/W2565560039","https://openalex.org/W2599279922","https://openalex.org/W2795854098","https://openalex.org/W4255375128","https://openalex.org/W4299997951","https://openalex.org/W6646155523","https://openalex.org/W6678075605","https://openalex.org/W6844721438"],"related_works":["https://openalex.org/W2113227311","https://openalex.org/W2804662986","https://openalex.org/W2889670096","https://openalex.org/W2612366884","https://openalex.org/W2052509349","https://openalex.org/W1550332805","https://openalex.org/W2028776640","https://openalex.org/W818846059","https://openalex.org/W3130536972","https://openalex.org/W2073570371"],"abstract_inverted_index":{"Lifetime":[0],"estimation":[1,183],"is":[2,111,186,207],"critical":[3],"for":[4,87],"predicting":[5],"the":[6,9,35,53,63,68,89,94,103,106,122,134,138,164,170,172,175,189,201],"revenue":[7],"of":[8,38,55,71,77,97,108,174,213],"photovoltaic":[10],"(PV)":[11],"plant":[12],"to":[13,27,51,66,120,131,161],"be":[14,19,25],"built.":[15],"Therefore":[16],"it":[17],"must":[18],"done":[20],"before":[21],"huge":[22],"investments":[23],"will":[24],"made":[26],"build":[28],"and":[29,75,117,147,198],"operate":[30],"a":[31,43,84,193,210],"PV":[32,39,56,72,98,109,190],"plant.":[33],"Since":[34],"degradation":[36,69,95],"rate":[37,70,96],"modules":[40,73,99,110],"features":[41],"as":[42],"random":[44],"variable,":[45],"statistical":[46,64,90],"models":[47],"are":[48,150,159,178],"commonly":[49],"used":[50],"estimate":[52],"lifetime":[54,107],"modules.":[57],"However,":[58],"most":[59],"existing":[60],"researches":[61],"select":[62],"model":[65,91],"describe":[67],"empirically,":[74],"lack":[76],"basis.":[78],"In":[79],"this":[80],"paper":[81],"we":[82,126],"propose":[83],"practical":[85],"procedure":[86],"selecting":[88],"which":[92],"describes":[93,137],"best.":[100,140,204],"Based":[101,168],"on":[102,169],"selected":[104],"model,":[105],"estimated.":[112],"We":[113],"use":[114,127],"probability":[115],"plots":[116],"hypothesis":[118],"tests":[119],"validate":[121],"distributional":[123],"assumptions.":[124],"Then":[125],"negative":[128],"log-likelihood":[129],"values":[130],"further":[132],"determine":[133],"distribution":[135,196,203],"that":[136,188],"lifetimes":[139,191],"Three":[141],"classical":[142],"distributions,":[143,149],"i.e.,":[144],"Weibull,":[145],"lognormal":[146],"exponential":[148],"considered.":[151],"The":[152,205],"life":[153],"distributions":[154,177],"at":[155],"different":[156],"stress":[157],"levels":[158],"assumed":[160],"come":[162],"from":[163,209],"same":[165],"parametric":[166,194],"family.":[167],"assumption,":[171],"parameters":[173],"hypothesized":[176],"estimated":[179],"using":[180],"maximum":[181],"likelihood":[182],"methods.":[184],"It":[185],"found":[187],"follow":[192,200],"location-scale":[195],"family,":[197],"they":[199],"Weibull":[202],"conclusion":[206],"realistic":[208],"physical":[211],"point":[212],"view.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}