{"id":"https://openalex.org/W4415820793","doi":"https://doi.org/10.1109/tetci.2025.3623282","title":"AI Empowered Short-Term Wind Forecasting for Participation in Electricity Market","display_name":"AI Empowered Short-Term Wind Forecasting for Participation in Electricity Market","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4415820793","doi":"https://doi.org/10.1109/tetci.2025.3623282"},"language":null,"primary_location":{"id":"doi:10.1109/tetci.2025.3623282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3623282","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5057452918","display_name":"Vikash Kumar Saini","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Vikash Kumar Saini","raw_affiliation_strings":["Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-7659-4197","affiliations":[{"raw_affiliation_string":"Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024481323","display_name":"Ameena Saad Al\u2010Sumaiti","orcid":"https://orcid.org/0000-0002-7742-8596"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ameena Sad Al-Sumaiti","raw_affiliation_strings":["Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-7742-8596","affiliations":[{"raw_affiliation_string":"Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027019910","display_name":"Ankit Vijayvargiya","orcid":"https://orcid.org/0000-0002-4655-2324"},"institutions":[{"id":"https://openalex.org/I98389781","display_name":"Dhirubhai Ambani Institute of Information and Communication Technology","ror":"https://ror.org/02d5b7g69","country_code":"IN","type":"education","lineage":["https://openalex.org/I98389781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Vijayvargiya","raw_affiliation_strings":["Dhirubhai Ambani University, Gandhinagar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhirubhai Ambani University, Gandhinagar, India","institution_ids":["https://openalex.org/I98389781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035056555","display_name":"Khalifa Al Hosani","orcid":"https://orcid.org/0000-0002-2043-483X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khalifa Al Hosani","raw_affiliation_strings":["Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-2043-483X","affiliations":[{"raw_affiliation_string":"Smart OR Lab, Advanced Power and Energy Center (APEC), Department of Electrical Engineering, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052848876","display_name":"Rajesh Kumar","orcid":"https://orcid.org/0000-0002-6019-0702"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Rajesh Kumar","raw_affiliation_strings":["Department of Human Anatomy, and Physiology, Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-6019-0702","affiliations":[{"raw_affiliation_string":"Department of Human Anatomy, and Physiology, Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057452918"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":1.1033,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81280647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"2033","last_page":"2048"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9549999833106995,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9549999833106995,"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/T10424","display_name":"Electric Power System Optimization","score":0.010300000198185444,"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/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.004000000189989805,"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/wind-power","display_name":"Wind power","score":0.7713000178337097},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6159999966621399},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6075000166893005},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5557000041007996},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.47440001368522644},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.46299999952316284},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4431000053882599},{"id":"https://openalex.org/keywords/economic-dispatch","display_name":"Economic dispatch","score":0.4336000084877014},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.4300000071525574}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7713000178337097},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6159999966621399},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6075000166893005},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5557000041007996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49729999899864197},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.47440001368522644},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.46299999952316284},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4431000053882599},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.4336000084877014},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.4300000071525574},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4239000082015991},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.4235999882221222},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4133000075817108},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3224000036716461},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3086000084877014},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2718999981880188},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2624000012874603},{"id":"https://openalex.org/C86155754","wikidata":"https://www.wikidata.org/wiki/Q13636979","display_name":"Hybrid power","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.2563999891281128},{"id":"https://openalex.org/C2780848588","wikidata":"https://www.wikidata.org/wiki/Q210494","display_name":"Power Balance","level":3,"score":0.2554999887943268},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2025.3623282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3623282","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Wind":[0],"energy":[1,14],"is":[2,21,72,76,91,150],"an":[3],"integral":[4],"component":[5],"of":[6,12,28,33,40,108,147],"a":[7,22,48,109,189],"solution":[8,191],"to":[9,78,105,133,139],"the":[10,31,37,80,83,88,106,123,130,135,141,163,167,176],"challenges":[11],"global":[13],"crises":[15],"and":[16,24,69,86,96,112,118,154,172],"environmental":[17],"degradation,":[18],"since":[19],"it":[20,188],"renewable":[23],"environmentally":[25],"friendly":[26],"source":[27],"electricity.":[29],"However,":[30],"unpredictability":[32],"wind":[34,41,60,84,89,183,194],"speed":[35,61,184],"makes":[36],"efficient":[38],"utilization":[39],"power":[42,148,195],"challenging.":[43],"To":[44],"overcome":[45],"this":[46],"challenge,":[47],"hybrid":[49,120],"wavelet":[50],"decomposition-ensemble":[51],"empirical":[52],"mode":[53],"decomposition-convolutional":[54],"neural":[55],"network-long":[56],"short-term":[57],"memory":[58],"(WD-EEMD-CNN-LSTM)":[59],"forecasting":[62,185],"model":[63,111,165,178],"based":[64],"on":[65],"WD,":[66],"EEMD,":[67],"CNN,":[68],"LSTM":[70],"algorithms":[71],"proposed.":[73],"First,":[74],"WD":[75],"deployed":[77],"minimize":[79],"fluctuation":[81],"in":[82,182],"speed,":[85],"then":[87],"signal":[90],"decomposed":[92],"into":[93,129],"eight":[94],"IMFs":[95,102],"one":[97],"residual.":[98],"The":[99,144,159],"top":[100],"three":[101],"are":[103,127],"applied":[104],"input":[107],"proposed":[110,124,164],"compared":[113],"with":[114],"other":[115],"state-of-the-art":[116],"single":[117],"simple":[119],"models.":[121],"Furthermore,":[122],"model's":[125],"outputs":[126],"incorporated":[128],"traditional":[131],"approach":[132],"formulating":[134],"dispatch":[136,149],"problem,":[137],"aiming":[138],"reduce":[140],"generation":[142],"cost.":[143],"expected":[145],"cost":[146,169],"calculated":[151],"for":[152,170,192],"2-bus":[153],"IEEE":[155],"24":[156],"RTS":[157],"systems.":[158],"results":[160],"showed":[161],"that":[162],"has":[166],"lowest":[168],"day-ahead":[171],"balance":[173],"markets.":[174],"Overall,":[175],"WD-EEMD-CNN-LSTM":[177],"demonstrates":[179],"superior":[180],"performance":[181],"accuracy,":[186],"making":[187],"promising":[190],"increasing":[193],"utilization.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-11-03T00:00:00"}