{"id":"https://openalex.org/W3207583389","doi":"https://doi.org/10.1109/indin45523.2021.9557582","title":"Fault Detection in Solar PV Systems Using Hypothesis Testing","display_name":"Fault Detection in Solar PV Systems Using Hypothesis Testing","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3207583389","doi":"https://doi.org/10.1109/indin45523.2021.9557582","mag":"3207583389"},"language":"en","primary_location":{"id":"doi:10.1109/indin45523.2021.9557582","doi":"https://doi.org/10.1109/indin45523.2021.9557582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557582","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"IEEE International Conference on Industrial Informatics (INDIN)","issn_l":"1935-4576","issn":["1935-4576","2378-3621","2378-363X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5087572406","display_name":"Fouzi Harrou","orcid":"https://orcid.org/0000-0002-2138-319X","observed_orcids":["https://orcid.org/0000-0002-2138-319X"]},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fouzi Harrou","raw_affiliation_strings":["King Abdullah University of Science and Technology,CEMSE Division,Thuwal,Saudi Arabia,23955-6900"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,CEMSE Division,Thuwal,Saudi Arabia,23955-6900","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073992054","display_name":"Bilal Taghezouit","orcid":"https://orcid.org/0000-0003-4958-9090","observed_orcids":["https://orcid.org/0000-0003-4958-9090"]},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]},{"id":"https://openalex.org/I4210116835","display_name":"Renewable Energy Development Center","ror":"https://ror.org/02eeqxc82","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210116835"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bilal Taghezouit","raw_affiliation_strings":["Centre de D\u00e9veloppement des Energies, Renouvelables,CDER,Algiers,16340","Ecole Nationale Polytechnique Alger, Algeria","Laboratoire de Dispositif de Communication et de Conversion Photovoltaique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de D\u00e9veloppement des Energies, Renouvelables,CDER,Algiers,16340","institution_ids":["https://openalex.org/I4210116835"]},{"raw_affiliation_string":"Ecole Nationale Polytechnique Alger, Algeria","institution_ids":["https://openalex.org/I2802493600"]},{"raw_affiliation_string":"Laboratoire de Dispositif de Communication et de Conversion Photovoltaique","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034175808","display_name":"Benamar Bouyeddou","orcid":"https://orcid.org/0000-0002-0939-9447","observed_orcids":["https://orcid.org/0000-0002-0939-9447"]},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]},{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Benamar Bouyeddou","raw_affiliation_strings":["Abou Bekr Belkaid University,STIC Lab,Department of Telecommunications,Tlemcen,Algeria","Faculty of Technology, University of Saida-Dr Moulay Tahar, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abou Bekr Belkaid University,STIC Lab,Department of Telecommunications,Tlemcen,Algeria","institution_ids":["https://openalex.org/I233209018"]},{"raw_affiliation_string":"Faculty of Technology, University of Saida-Dr Moulay Tahar, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090118631","display_name":"Ying Sun","orcid":"https://orcid.org/0000-0001-6703-4270","observed_orcids":["https://orcid.org/0000-0001-6703-4270","https://orcid.org/0009-0005-0018-9901","https://orcid.org/0009-0008-9116-3134"]},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ying Sun","raw_affiliation_strings":["King Abdullah University of Science and Technology,CEMSE Division,Thuwal,Saudi Arabia,23955-6900"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,CEMSE Division,Thuwal,Saudi Arabia,23955-6900","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090221516","display_name":"Amar Hadj Arab","orcid":"https://orcid.org/0000-0002-9133-8239","observed_orcids":["https://orcid.org/0000-0002-9133-8239"]},"institutions":[{"id":"https://openalex.org/I4210116835","display_name":"Renewable Energy Development Center","ror":"https://ror.org/02eeqxc82","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210116835"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amar Hadj Arab","raw_affiliation_strings":["Centre de D\u00e9veloppement des Energies, Renouvelables,CDER,Algiers,16340","Laboratoire de Dispositif de Communication et de Conversion Photovoltaique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de D\u00e9veloppement des Energies, Renouvelables,CDER,Algiers,16340","institution_ids":["https://openalex.org/I4210116835"]},{"raw_affiliation_string":"Laboratoire de Dispositif de Communication et de Conversion Photovoltaique","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9238,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64744815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"150","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9312000274658203,"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":0.9312000274658203,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.04910000041127205,"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"}},{"id":"https://openalex.org/T12737","display_name":"Electrical Fault Detection and Protection","score":0.012299999594688416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.8939999938011169},{"id":"https://openalex.org/keywords/photovoltaic-systems","display_name":"photovoltaic systems","score":0.9649999737739563},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.7770000100135803},{"id":"https://openalex.org/keywords/hypothesis-testing","display_name":"hypothesis testing","score":0.7379999756813049},{"id":"https://openalex.org/keywords/generalized-likelihood-ratio-test","display_name":"generalized likelihood ratio test","score":0.9950000047683716},{"id":"https://openalex.org/keywords/partial-shading","display_name":"partial shading","score":0.9049999713897705},{"id":"https://openalex.org/keywords/dc-faults","display_name":"DC faults","score":0.546999990940094},{"id":"https://openalex.org/keywords/statistical-monitoring","display_name":"statistical monitoring","score":0.5690000057220459}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.8440455198287964},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6742417812347412},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6330173015594482},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5385168194770813},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5005640983581543},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.49846410751342773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47903361916542053},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47110822796821594},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.44590768218040466},{"id":"https://openalex.org/C177515723","wikidata":"https://www.wikidata.org/wiki/Q1191981","display_name":"Shading","level":2,"score":0.44575878977775574},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41943082213401794},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3113759756088257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2766095995903015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2449791431427002},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20843276381492615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15935838222503662},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09576112031936646},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0878744125366211},{"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/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/indin45523.2021.9557582","doi":"https://doi.org/10.1109/indin45523.2021.9557582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557582","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"IEEE International Conference on Industrial Informatics (INDIN)","issn_l":"1935-4576","issn":["1935-4576","2378-3621","2378-363X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/672828","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/672828","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.878000020980835,"display_name":"Affordable and clean energy"},{"id":"https://metadata.un.org/sdg/9","score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1965421670","https://openalex.org/W2008583736","https://openalex.org/W2009162418","https://openalex.org/W2045320154","https://openalex.org/W2057532896","https://openalex.org/W2060976371","https://openalex.org/W2175657233","https://openalex.org/W2280977705","https://openalex.org/W2466439715","https://openalex.org/W2610354682","https://openalex.org/W2614092582","https://openalex.org/W2616665904","https://openalex.org/W2755382782","https://openalex.org/W2767142322","https://openalex.org/W2811274626","https://openalex.org/W2886946090","https://openalex.org/W2887768779","https://openalex.org/W2895777600","https://openalex.org/W2896830844","https://openalex.org/W2897996667","https://openalex.org/W2902361232","https://openalex.org/W2907322536","https://openalex.org/W2908220257","https://openalex.org/W2913001695","https://openalex.org/W2919677123","https://openalex.org/W2999785016","https://openalex.org/W3116451293","https://openalex.org/W3166146731","https://openalex.org/W4300931409","https://openalex.org/W4301428192"],"related_works":["https://openalex.org/W4404294841","https://openalex.org/W2783553642","https://openalex.org/W2908220257","https://openalex.org/W4404410976","https://openalex.org/W4295765280","https://openalex.org/W2160839435","https://openalex.org/W4402943695","https://openalex.org/W2794134936","https://openalex.org/W4413823431","https://openalex.org/W6891775900"],"abstract_inverted_index":{"The":[0,104],"demand":[1],"for":[2,54],"solar":[3],"energy":[4],"has":[5],"rapidly":[6],"increased":[7],"throughout":[8],"the":[9,43,58,70,91,94,100],"world":[10],"in":[11,16,25,36,57,99],"recent":[12],"years.":[13],"However,":[14],"anomalies":[15,35,56,98],"photovoltaic":[17],"(PV)":[18],"plants":[19,38,63],"can":[20],"reduce":[21],"performances":[22],"and":[23,64,96],"result":[24],"serious":[26],"consequences.":[27],"Developing":[28],"reliable":[29],"statistical":[30,52],"approaches":[31],"able":[32],"to":[33,41,89],"detect":[34],"PV":[37,62,72,102,115],"is":[39,83,107],"vital":[40],"improving":[42],"management":[44],"of":[45,61],"these":[46],"plants.":[47],"Here,":[48],"we":[49,68,75],"present":[50],"a":[51,77,84,113],"approach":[53],"detecting":[55],"DC":[59],"part":[60],"partial":[65],"shading.":[66],"Firstly,":[67],"model":[69,95],"monitored":[71],"plant.":[73,116],"Then,":[74],"employ":[76],"generalized":[78],"likelihood":[79],"ratio":[80],"test,":[81],"which":[82],"powerful":[85],"anomaly":[86],"detection":[87],"tool,":[88],"check":[90],"residuals":[92],"from":[93,112],"reveal":[97],"supervised":[101],"array.":[103],"proposed":[105],"strategy":[106],"illustrated":[108],"via":[109],"actual":[110],"measurements":[111],"9.54":[114]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-10-25T00:00:00"}