{"id":"https://openalex.org/W4392823760","doi":"https://doi.org/10.1109/access.2024.3375870","title":"A Novel Renewable Power Generation Prediction Through Enhanced Artificial Orcas Assisted Ensemble Dilated Deep Learning Network","display_name":"A Novel Renewable Power Generation Prediction Through Enhanced Artificial Orcas Assisted Ensemble Dilated Deep Learning Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392823760","doi":"https://doi.org/10.1109/access.2024.3375870"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3375870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3375870","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466558.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466558.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104258576","display_name":"Zhifeng Che","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhifeng Che","raw_affiliation_strings":["Xinxiang Vocational and Technical College, Xinxiang, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinxiang Vocational and Technical College, Xinxiang, Henan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026428961","display_name":"A. Amirthasaravanan","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Amirthasaravanan","raw_affiliation_strings":["Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030457122","display_name":"Muna Al\u2010Razgan","orcid":"https://orcid.org/0000-0002-9705-3867"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muna Al-Razgan","raw_affiliation_strings":["Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9705-3867","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108971175","display_name":"Emad Mahrous Awwad","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Emad Mahrous Awwad","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","Department of Electrical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8115-4882","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035517314","display_name":"Mohamed Yasin Noor Mohamed","orcid":"https://orcid.org/0000-0002-3133-8720"},"institutions":[{"id":"https://openalex.org/I4210145880","display_name":"Sultan Qaboos University Hospital","ror":"https://ror.org/049xx5c95","country_code":"OM","type":"healthcare","lineage":["https://openalex.org/I4210145880"]},{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN","OM"],"is_corresponding":false,"raw_author_name":"Mohamed Yasin Noor Mohamed","raw_affiliation_strings":["Department of Mathematics and Information Technology, Sultan Qaboos University, Seeb, Muscat, Oman","Department of Mathematics and Information Technology, Sultan Qaboos University, Muscat, Sultanate of Oman","Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Science, SIMATS University, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Information Technology, Sultan Qaboos University, Seeb, Muscat, Oman","institution_ids":["https://openalex.org/I47818738","https://openalex.org/I4210145880"]},{"raw_affiliation_string":"Department of Mathematics and Information Technology, Sultan Qaboos University, Muscat, Sultanate of Oman","institution_ids":["https://openalex.org/I47818738"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Science, SIMATS University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013618090","display_name":"Vaibhav Bhushan Tyagi","orcid":"https://orcid.org/0000-0001-8153-3607"},"institutions":[{"id":"https://openalex.org/I3131644003","display_name":"ISBAT University","ror":"https://ror.org/05re5gc10","country_code":"UG","type":"education","lineage":["https://openalex.org/I3131644003"]}],"countries":["UG"],"is_corresponding":false,"raw_author_name":"Vaibhav Bhushan Tyagi","raw_affiliation_strings":["Faculty of Engineering, ISBAT University, Kampala, Uganda"],"raw_orcid":"https://orcid.org/0000-0001-8153-3607","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, ISBAT University, Kampala, Uganda","institution_ids":["https://openalex.org/I3131644003"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104258576"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5588,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89554703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"44207","last_page":"44223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9980999827384949,"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":0.9980999827384949,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.6706973314285278},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5168031454086304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4854143559932709},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4519807696342468},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.43404096364974976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34895384311676025},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1231098473072052},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09755772352218628}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6706973314285278},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5168031454086304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4854143559932709},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4519807696342468},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.43404096364974976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34895384311676025},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1231098473072052},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09755772352218628},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3375870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3375870","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466558.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8d892844f2914933a30c65a2ee7b9881","is_oa":true,"landing_page_url":"https://doaj.org/article/8d892844f2914933a30c65a2ee7b9881","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 44207-44223 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3375870","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3375870","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466558.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4772822331","display_name":null,"funder_award_id":"RSP2024R206","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392823760.pdf","grobid_xml":"https://content.openalex.org/works/W4392823760.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1530536511","https://openalex.org/W2013093201","https://openalex.org/W2579725890","https://openalex.org/W2944245994","https://openalex.org/W2963840672","https://openalex.org/W3006650108","https://openalex.org/W3045974111","https://openalex.org/W3085522432","https://openalex.org/W3108988409","https://openalex.org/W3113814934","https://openalex.org/W3120283405","https://openalex.org/W3132924010","https://openalex.org/W3135148245","https://openalex.org/W3157477640","https://openalex.org/W3157660037","https://openalex.org/W3158649951","https://openalex.org/W3199929695","https://openalex.org/W3204362187","https://openalex.org/W3206800617","https://openalex.org/W4200418587","https://openalex.org/W4200550314","https://openalex.org/W4205565738","https://openalex.org/W4213428913","https://openalex.org/W4214661592","https://openalex.org/W4224039456","https://openalex.org/W4285194918","https://openalex.org/W4285308740","https://openalex.org/W4293499220","https://openalex.org/W4294157727","https://openalex.org/W4294300440","https://openalex.org/W4296472169","https://openalex.org/W4296916381","https://openalex.org/W4312447919","https://openalex.org/W4312840927","https://openalex.org/W4313204201","https://openalex.org/W4313524969","https://openalex.org/W4315489008","https://openalex.org/W4376617972","https://openalex.org/W4377969650","https://openalex.org/W6760179618","https://openalex.org/W6852679106"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4387369504","https://openalex.org/W3046775127"],"abstract_inverted_index":{"The":[0,60,189],"different":[1],"energy":[2,208],"resource":[3],"generation":[4,209],"tends":[5],"to":[6,37,51,82,108,117,146,167,201],"have":[7],"high-level":[8],"variation,":[9],"making":[10],"the":[11,16,20,23,53,66,75,84,98,148,153,164,169,174,180,183,203,206],"power":[12,58],"supply":[13],"complex":[14],"for":[15],"end-users.":[17],"Because":[18],"of":[19,89,182,205],"intermittent":[21],"nature,":[22],"variations":[24],"occur":[25],"by":[26,163],"time,":[27],"weather":[28],"conditions,":[29],"and":[30,71,78,86,100,139,198],"output":[31],"energy.":[32],"Hence,":[33],"this":[34,122],"research":[35],"aims":[36],"develop":[38],"a":[39,56,69],"new":[40],"\u201cRenewable":[41],"Power":[42],"Generation":[43],"Prediction":[44],"(RPGP)\u201d":[45],"model":[46],"using":[47],"Deep":[48,114,135,140],"Learning":[49],"(DL)":[50],"give":[52],"end":[54],"user":[55],"reliable":[57],"supply.":[59],"data":[61,67,76],"aggregation":[62],"process":[63],"initially":[64],"accumulated":[65],"in":[68],"normalized":[70],"structured":[72],"format.":[73],"Then,":[74],"cleaning":[77],"scaling":[79],"are":[80,144,176],"performed":[81],"decrease":[83],"outliers":[85],"varying":[87],"ranges":[88],"values.":[90],"A":[91],"higher-order":[92],"statistical":[93,104],"feature":[94,105],"was":[95,106],"attained":[96,156],"from":[97,157],"cleaned":[99],"scaled":[101],"data.":[102],"This":[103],"given":[107],"\u201cOptimal":[109],"Weight":[110],"Computation":[111],"Ensemble":[112],"Dilated":[113],"Network":[115],"(OWC-EDDNet)\u201d":[116],"predict":[118,147],"generated":[119,150],"power.":[120,151],"In":[121],"EDDLNet,":[123],"networks":[124,160],"such":[125],"as":[126],"\u201cRecurrent":[127],"Neural":[128,141],"Networks":[129,137,142],"(RNN),":[130],"Long":[131],"Short-Term":[132],"Memory":[133],"(LSTM),":[134],"Belief":[136],"(DBN),":[138],"(DNN)\u201d":[143],"employed":[145],"renewable":[149],"Finally,":[152],"prediction":[154,171,199,210],"score":[155],"all":[158],"deep":[159],"is":[161],"multiplied":[162],"optimized":[165],"weight":[166],"get":[168],"final":[170],"outcome,":[172],"where":[173],"weights":[175],"optimally":[177],"determined":[178],"with":[179],"support":[181],"Enhanced":[184],"Artificial":[185],"Orcas":[186],"Algorithm":[187],"(EAOA).":[188],"extensive":[190],"empirical":[191],"results":[192],"were":[193],"analyzed":[194],"among":[195],"traditional":[196],"algorithms":[197],"models":[200],"showcase":[202],"efficacy":[204],"designed":[207],"scheme.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
