{"id":"https://openalex.org/W4412129367","doi":"https://doi.org/10.1109/ias62731.2025.11061482","title":"Classification Techniques for Analyzing Sky Images in Photovoltaic Datasets: Methods and Applications","display_name":"Classification Techniques for Analyzing Sky Images in Photovoltaic Datasets: Methods and Applications","publication_year":2025,"publication_date":"2025-06-15","ids":{"openalex":"https://openalex.org/W4412129367","doi":"https://doi.org/10.1109/ias62731.2025.11061482"},"language":"en","primary_location":{"id":"doi:10.1109/ias62731.2025.11061482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias62731.2025.11061482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Industry Applications Society Annual Meeting (IAS)","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/A5005120548","display_name":"Quoc\u2010Thang Phan","orcid":"https://orcid.org/0000-0002-0449-5456"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW","VN"],"is_corresponding":false,"raw_author_name":"Quoc-Thang Phan","raw_affiliation_strings":["National Chung Cheng University,Chia-Yi,Taiwan,62102","Vietnam National University, Ho Chi Minh City University of Technology,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Cheng University,Chia-Yi,Taiwan,62102","institution_ids":["https://openalex.org/I148099254"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City University of Technology,Vietnam,700000","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051019311","display_name":"Yuan\u2010Kang Wu","orcid":"https://orcid.org/0000-0002-3707-4770"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yuan-Kang Wu","raw_affiliation_strings":["National Chung Cheng University,Chia-Yi,Taiwan,62102"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Cheng University,Chia-Yi,Taiwan,62102","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031429354","display_name":"Qu\u1ed1c D\u0169ng Phan","orcid":"https://orcid.org/0000-0003-2289-5768"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW","VN"],"is_corresponding":false,"raw_author_name":"Quoc-Dung Phan","raw_affiliation_strings":["National Chung Cheng University,Chia-Yi,Taiwan,62102","Vietnam National University, Ho Chi Minh City University of Technology,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Cheng University,Chia-Yi,Taiwan,62102","institution_ids":["https://openalex.org/I148099254"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City University of Technology,Vietnam,700000","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048229572","display_name":"Wen\u2010Shan Tan","orcid":"https://orcid.org/0000-0003-2424-7334"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wen-Shan Tan","raw_affiliation_strings":["Monash University Malaysia,School of Engineering, and Centre for Net-Zero Technology,Selangor,Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University Malaysia,School of Engineering, and Centre for Net-Zero Technology,Selangor,Malaysia","institution_ids":["https://openalex.org/I11662577"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.907,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.931336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9258999824523926,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7495940923690796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6784813404083252},{"id":"https://openalex.org/keywords/sky","display_name":"Sky","score":0.6140878200531006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4289870858192444},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41753146052360535},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32648804783821106},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3205973505973816},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13735389709472656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13260546326637268},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10004118084907532},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0783604085445404},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07217550277709961}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7495940923690796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6784813404083252},{"id":"https://openalex.org/C73329638","wikidata":"https://www.wikidata.org/wiki/Q527","display_name":"Sky","level":2,"score":0.6140878200531006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4289870858192444},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41753146052360535},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32648804783821106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3205973505973816},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13735389709472656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13260546326637268},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10004118084907532},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0783604085445404},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07217550277709961}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ias62731.2025.11061482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias62731.2025.11061482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Industry Applications Society Annual Meeting (IAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W3021445785","https://openalex.org/W3080835276","https://openalex.org/W3095329050","https://openalex.org/W3153216050","https://openalex.org/W3198668463","https://openalex.org/W4211041470","https://openalex.org/W4214533252","https://openalex.org/W4310789942","https://openalex.org/W4312497868","https://openalex.org/W4320034646","https://openalex.org/W4320519443","https://openalex.org/W4386561906","https://openalex.org/W4388070875","https://openalex.org/W4392450266","https://openalex.org/W4392903236","https://openalex.org/W4393998998","https://openalex.org/W4399406352","https://openalex.org/W4399449196","https://openalex.org/W4403728375","https://openalex.org/W4404338459","https://openalex.org/W4404915327","https://openalex.org/W4405599037","https://openalex.org/W4409040362"],"related_works":["https://openalex.org/W2245358137","https://openalex.org/W2528420922","https://openalex.org/W2587830478","https://openalex.org/W3010033880","https://openalex.org/W4286825833","https://openalex.org/W2554059268","https://openalex.org/W2919291704","https://openalex.org/W2328468600","https://openalex.org/W2369577330","https://openalex.org/W4205847029"],"abstract_inverted_index":{"The":[0],"increasing":[1],"integration":[2],"of":[3,92,111,134],"solar":[4,26,136],"energy":[5,137],"into":[6],"power":[7,27],"grids":[8],"necessitates":[9],"accurate":[10],"forecasting":[11,28],"systems":[12],"to":[13,31,130],"ensure":[14],"grid":[15],"reliability.":[16],"This":[17],"review":[18,107],"examines":[19],"advancements":[20,129],"in":[21,84,101],"sky":[22,46,58,93],"image":[23,47,94],"analysis":[24,48],"for":[25,96,115,127],"from":[29],"2020":[30],"2025,":[32],"highlighting":[33],"methods":[34],"that":[35],"improve":[36],"model":[37],"accuracy":[38],"and":[39,60,65,69,71,75,89],"reduce":[40],"uncertainties.":[41],"Research":[42],"is":[43],"categorized":[44],"by":[45],"techniques":[49],"such":[50],"as":[51],"deep":[52],"learning-based":[53],"techniques,":[54],"hybrid":[55,81],"approaches":[56],"combining":[57,85],"images":[59],"numerical":[61],"data,":[62],"feature":[63],"selection":[64],"optimization,":[66],"cloud":[67,99],"detection":[68],"classification,":[70],"motion":[72],"vector":[73],"estimation":[74],"tracking":[76],"techniques.":[77],"Key":[78],"findings":[79],"emphasize":[80],"models\u2019":[82],"effectiveness":[83],"diverse":[86],"data":[87],"sources":[88],"the":[90,106,109,125,132],"potential":[91],"cameras":[95],"capturing":[97],"rapid":[98],"changes":[100],"very":[102],"short-term":[103],"forecasting.":[104,138],"Additionally,":[105],"underscores":[108],"importance":[110],"robust":[112],"error":[113],"metrics":[114],"reliable":[116],"evaluation.":[117],"By":[118],"synthesizing":[119],"recent":[120],"innovations,":[121],"this":[122],"paper":[123],"highlights":[124],"need":[126],"continued":[128],"meet":[131],"challenges":[133],"dynamic":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}