{"id":"https://openalex.org/W4389723940","doi":"https://doi.org/10.1109/cipae60493.2023.00136","title":"Gray Level Co-occurrence Matrix-based Defect Detection Method for Photovoltaic Power Plant Panels","display_name":"Gray Level Co-occurrence Matrix-based Defect Detection Method for Photovoltaic Power Plant Panels","publication_year":2023,"publication_date":"2023-08-26","ids":{"openalex":"https://openalex.org/W4389723940","doi":"https://doi.org/10.1109/cipae60493.2023.00136"},"language":"en","primary_location":{"id":"doi:10.1109/cipae60493.2023.00136","doi":"https://doi.org/10.1109/cipae60493.2023.00136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cipae60493.2023.00136","pdf_url":null,"source":{"id":"https://openalex.org/S4363608510","display_name":"International Conference on Computers, Information Processing and Advanced Education (CIPAE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2023 International Conference on Computers, Information Processing and Advanced Education (CIPAE)","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/A5008188849","display_name":"Yingchun Guan","orcid":"https://orcid.org/0000-0002-6897-6064","observed_orcids":["https://orcid.org/0000-0002-6897-6064"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingchun Guan","raw_affiliation_strings":["Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023515207","display_name":"Guangjun Wu","orcid":"https://orcid.org/0000-0002-2537-2906","observed_orcids":["https://orcid.org/0000-0002-2537-2906","https://orcid.org/0000-0003-2753-8217"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangjun Wu","raw_affiliation_strings":["Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428207","display_name":"Wei Huang","orcid":"https://orcid.org/0000-0002-1161-5049","observed_orcids":["https://orcid.org/0000-0002-1161-5049"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114833184","display_name":"Jun Yan","orcid":"https://orcid.org/0009-0008-2183-0173","observed_orcids":["https://orcid.org/0009-0008-2183-0173"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Yan","raw_affiliation_strings":["Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Energy Group New Energy Development Co., Ltd., Wuhan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347547","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-0778-4472","observed_orcids":["https://orcid.org/0000-0002-0778-4472"]},"institutions":[{"id":"https://openalex.org/I4210152501","display_name":"China Power Engineering Consulting Group (China)","ror":"https://ror.org/04t59qd02","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210152501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["Central Southern China Electric Power Design Institute of China Power Engineering Consulting Group, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Southern China Electric Power Design Institute of China Power Engineering Consulting Group, Wuhan, China","institution_ids":["https://openalex.org/I4210152501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101430024","display_name":"Yi Yi","orcid":"https://orcid.org/0000-0002-1927-5261","observed_orcids":["https://orcid.org/0000-0002-1927-5261"]},"institutions":[{"id":"https://openalex.org/I4210152501","display_name":"China Power Engineering Consulting Group (China)","ror":"https://ror.org/04t59qd02","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210152501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yi","raw_affiliation_strings":["Central Southern China Electric Power Design Institute of China Power Engineering Consulting Group, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Southern China Electric Power Design Institute of China Power Engineering Consulting Group, Wuhan, China","institution_ids":["https://openalex.org/I4210152501"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6534,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82626337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"703","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T13715","display_name":"Power Line Inspection Robots","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/photovoltaic-panel-defect-detection","display_name":"photovoltaic panel defect detection","score":0.9480000138282776},{"id":"https://openalex.org/keywords/gray-level-co-occurrence-matrix","display_name":"gray level co-occurrence matrix","score":0.9940000176429749},{"id":"https://openalex.org/keywords/uav-imagery","display_name":"UAV imagery","score":0.6830000281333923},{"id":"https://openalex.org/keywords/texture-features","display_name":"texture features","score":0.7789999842643738},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.9440000057220459},{"id":"https://openalex.org/keywords/solar-power-plant-monitoring","display_name":"solar power plant monitoring","score":0.47099998593330383},{"id":"https://openalex.org/keywords/defect-localization","display_name":"defect localization","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7256419658660889},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.6611522436141968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5707834959030151},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5011124610900879},{"id":"https://openalex.org/C2985861186","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Gray level","level":3,"score":0.48010873794555664},{"id":"https://openalex.org/C117479156","wikidata":"https://www.wikidata.org/wiki/Q1543908","display_name":"Co-occurrence matrix","level":5,"score":0.4635462164878845},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.45320749282836914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4326295852661133},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3538561165332794},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34407252073287964},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.2786477208137512},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2426649034023285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14819172024726868},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07115116715431213},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06497371196746826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cipae60493.2023.00136","doi":"https://doi.org/10.1109/cipae60493.2023.00136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cipae60493.2023.00136","pdf_url":null,"source":{"id":"https://openalex.org/S4363608510","display_name":"International Conference on Computers, Information Processing and Advanced Education (CIPAE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2023 International Conference on Computers, Information Processing and Advanced Education (CIPAE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.5690000057220459,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4417120267","https://openalex.org/W4311774334","https://openalex.org/W4313444782","https://openalex.org/W4242295992","https://openalex.org/W7161133900","https://openalex.org/W4403723839","https://openalex.org/W3174866860","https://openalex.org/W7164387704","https://openalex.org/W3147180010","https://openalex.org/W4399850025"],"abstract_inverted_index":{"Conventional":[0],"defect":[1,32,45,54,69,88,92,100],"detection":[2,27,33,46,101,122,137,147],"methods,":[3],"mainly":[4],"based":[5],"on":[6],"Photovoltaic(PV)":[7],"power":[8,50,125],"plant":[9,51,126],"panel":[10,16,99,127],"abnormal":[11],"state":[12],"data":[13],"to":[14,42,83,119],"detect":[15],"defects,":[17],"there":[18],"is":[19,40,71,94],"a":[20,44,78,140],"certain":[21],"degree":[22],"of":[23,123],"randomness":[24],"in":[25,30,56,96,153],"the":[26,36,57,64,68,74,85,91,97,108,116,136],"results,":[28],"resulting":[29],"unclear":[31],"results.":[34],"Therefore,":[35],"UAV":[37,65],"imaging":[38,66],"technology":[39],"utilized":[41],"design":[43],"method":[47,138],"for":[48,103],"PV":[49,98,124],"panels.":[52],"The":[53],"features":[55,111,118],"image":[58,70,76,87,93,109],"are":[59,112],"extracted,":[60],"and":[61,90,144,149],"combined":[62],"with":[63,115],"technology,":[67],"segmented":[72],"from":[73],"complete":[75],"by":[77],"gray":[79],"level":[80,143],"co-generation":[81],"matrix":[82],"identify":[84],"visible":[86],"location,":[89],"placed":[95],"model":[102],"further":[104],"detection,":[105],"so":[106],"that":[107,135],"texture":[110],"highly":[113],"integrated":[114],"shape":[117],"achieve":[120],"accurate":[121],"defects.":[128],"Using":[129],"comparative":[130],"experiments,":[131],"it":[132],"was":[133],"verified":[134],"has":[139],"higher":[141,146],"confidence":[142],"subsequently":[145],"accuracy,":[148],"can":[150],"be":[151],"applied":[152],"real":[154],"life.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-12-15T00:00:00"}