{"id":"https://openalex.org/W3164379784","doi":"https://doi.org/10.1109/ssd52085.2021.9429418","title":"Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems","display_name":"Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems","publication_year":2021,"publication_date":"2021-03-22","ids":{"openalex":"https://openalex.org/W3164379784","doi":"https://doi.org/10.1109/ssd52085.2021.9429418","mag":"3164379784"},"language":"en","primary_location":{"id":"doi:10.1109/ssd52085.2021.9429418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","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/A5003834132","display_name":"Khaled Dhibi","orcid":"https://orcid.org/0000-0003-4802-9980"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Khaled Dhibi","raw_affiliation_strings":["University of Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061056125","display_name":"Radhia Fezai","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Radhia Fezai","raw_affiliation_strings":["University of Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076208634","display_name":"Kais Bouzrara","orcid":"https://orcid.org/0000-0003-2492-9626"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Kais Bouzrara","raw_affiliation_strings":["University of Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043479229","display_name":"Majdi Mansouri","orcid":"https://orcid.org/0000-0001-6390-4304"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Majdi Mansouri","raw_affiliation_strings":["Texas A&M University at Qatar, Qatar"],"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar, Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025512804","display_name":"Hazem Nounou","orcid":"https://orcid.org/0000-0001-8075-1581"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Hazem Nounou","raw_affiliation_strings":["Texas A&M University at Qatar, Qatar"],"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar, Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056444635","display_name":"Mohamed Nounou","orcid":"https://orcid.org/0000-0003-0520-9623"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed Nounou","raw_affiliation_strings":["Texas A&M University at Qatar, Qatar"],"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar, Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013855196","display_name":"Mohamed Trabelsi","orcid":"https://orcid.org/0000-0003-1955-0355"},"institutions":[{"id":"https://openalex.org/I4210111408","display_name":"Kuwait College of Science and Technology","ror":"https://ror.org/01vjvsj67","country_code":"KW","type":"education","lineage":["https://openalex.org/I4210111408"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Mohamed Trabelsi","raw_affiliation_strings":["Kuwait College of Science and Technology, Kuwait"],"affiliations":[{"raw_affiliation_string":"Kuwait College of Science and Technology, Kuwait","institution_ids":["https://openalex.org/I4210111408"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5003834132"],"corresponding_institution_ids":["https://openalex.org/I166928557"],"apc_list":null,"apc_paid":null,"fwci":0.5493,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64669933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9854000210762024,"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"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9785000085830688,"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/feature-extraction","display_name":"Feature extraction","score":0.57645583152771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5563129782676697},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.549877405166626},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5492475032806396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4923907518386841},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47587528824806213},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4598700702190399},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.4308326542377472},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41588425636291504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41140642762184143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38883671164512634},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3562968373298645},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25306397676467896}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.57645583152771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5563129782676697},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.549877405166626},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5492475032806396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4923907518386841},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47587528824806213},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4598700702190399},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.4308326542377472},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41588425636291504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41140642762184143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38883671164512634},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3562968373298645},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25306397676467896},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssd52085.2021.9429418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssd52085.2021.9429418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International Multi-Conference on Systems, Signals &amp; Devices (SSD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1654793434","display_name":null,"funder_award_id":"NPRP9-330-2-140","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1966455806","https://openalex.org/W1994505190","https://openalex.org/W2059138104","https://openalex.org/W2344037786","https://openalex.org/W2460418407","https://openalex.org/W2471159162","https://openalex.org/W2607335761","https://openalex.org/W2772601414","https://openalex.org/W2776146695","https://openalex.org/W2796210775","https://openalex.org/W2796972621","https://openalex.org/W2886121007","https://openalex.org/W2911964244","https://openalex.org/W2936886497","https://openalex.org/W2995560269","https://openalex.org/W2998346523","https://openalex.org/W3009839688","https://openalex.org/W3016260214","https://openalex.org/W3023317981","https://openalex.org/W3047349176","https://openalex.org/W3080782525","https://openalex.org/W6747449783"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W3135126032","https://openalex.org/W1924178503","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W4386937079","https://openalex.org/W2901774584"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"new":[4],"fault":[5,77],"detection":[6],"and":[7,32,62,76,85,100,116,127],"diagnosis":[8,45],"(FDD)":[9],"approach":[10],"based":[11,29,65],"on":[12,30,66,113],"Random":[13],"Forest":[14],"(RF)":[15],"for":[16,137],"uncertain":[17,154],"Grid-Connected":[18],"PV":[19],"(GCPV)":[20],"system.":[21],"Firstly,":[22],"to":[23,89,95,108,133,153],"deal":[24],"with":[25],"uncertainties,":[26],"interval":[27,36,47,122],"RF":[28,51,61,135],"upper":[31,117],"lower":[33,115],"bounds":[34,118],"of":[35,119,146],"matrix":[37],"RFUL":[38],"is":[39,53,58,64,88],"proposed.":[40],"To":[41],"more":[42],"improve":[43],"the":[44,97,114,120,125,134,144,147],"accuracy,":[46],"kernel":[48],"PCA":[49],"(IKPCA)-based":[50],"classifier":[52],"developed.":[54],"The":[55,80,140],"enhanced":[56],"scheme":[57],"so-called":[59],"IKPCA-based":[60],"it":[63],"three":[67],"major":[68],"phases:":[69],"feature":[70,73],"extraction":[71],"(FE),":[72],"selection":[74],"(FS)":[75],"classification":[78,138],"(FC).":[79],"basic":[81],"idea":[82],"behind":[83],"FE":[84],"FS":[86],"phases":[87],"use":[90],"IKPCA":[91,106],"model":[92,136],"in":[93],"order":[94],"select":[96],"most":[98],"relevant":[99],"informative":[101],"features":[102],"from":[103],"raw":[104],"data.":[105],"aims":[107],"fit":[109],"two":[110],"KPCA":[111],"models":[112],"variables":[121],"values.":[123],"Then,":[124],"sensitive":[126],"significant":[128],"interval-valued":[129,149],"characteristics":[130],"are":[131],"transmitted":[132],"purposes.":[139],"presented":[141],"results":[142],"demonstrate":[143],"effectiveness":[145],"proposed":[148],"methods":[150],"when":[151],"applied":[152],"GCPV":[155],"systems.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
