{"id":"https://openalex.org/W4415706109","doi":"https://doi.org/10.1016/j.suscom.2025.101240","title":"Short term load forecasting using optimized deep learning based weighted DenseBiGRU for smart grids","display_name":"Short term load forecasting using optimized deep learning based weighted DenseBiGRU for smart grids","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W4415706109","doi":"https://doi.org/10.1016/j.suscom.2025.101240"},"language":"en","primary_location":{"id":"doi:10.1016/j.suscom.2025.101240","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2025.101240","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","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/A5099133401","display_name":"T M Angelin Monisha Sharean","orcid":null},"institutions":[{"id":"https://openalex.org/I906608882","display_name":"St Xavier\u2019s College","ror":"https://ror.org/039543c28","country_code":"IN","type":"education","lineage":["https://openalex.org/I906608882"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"T.M. Angelin Monisha Sharean","raw_affiliation_strings":["Department of Information Technology, St. Xavier\u2019s Catholic College of Engineering, Chunkankadai, Tamil Nadu-629003, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, St. Xavier\u2019s Catholic College of Engineering, Chunkankadai, Tamil Nadu-629003, India","institution_ids":["https://openalex.org/I906608882"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108761601","display_name":"R S Shaji","orcid":null},"institutions":[{"id":"https://openalex.org/I906608882","display_name":"St Xavier\u2019s College","ror":"https://ror.org/039543c28","country_code":"IN","type":"education","lineage":["https://openalex.org/I906608882"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R.S. Shaji","raw_affiliation_strings":["Department of Computer Science and Engineering, St. Xavier\u2019s Catholic College of Engineering, Chunkankadai, Tamil Nadu-629003, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, St. Xavier\u2019s Catholic College of Engineering, Chunkankadai, Tamil Nadu-629003, India","institution_ids":["https://openalex.org/I906608882"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099133401"],"corresponding_institution_ids":["https://openalex.org/I906608882"],"apc_list":{"value":2900,"currency":"USD","value_usd":2900},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32762946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":null,"first_page":"101240","last_page":"101240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9710999727249146,"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":0.9710999727249146,"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/T10603","display_name":"Smart Grid Energy Management","score":0.007699999958276749,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.0019000000320374966,"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/smart-grid","display_name":"Smart grid","score":0.7265999913215637},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.535099983215332},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5192999839782715},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.5187000036239624},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49219998717308044},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4781000018119812},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.428600013256073},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.39489999413490295},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.35899999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8725000023841858},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7265999913215637},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.535099983215332},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5192999839782715},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.5187000036239624},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49219998717308044},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4781000018119812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.451200008392334},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.428600013256073},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.39489999413490295},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.35899999737739563},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3538999855518341},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.33820000290870667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32749998569488525},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32280001044273376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32260000705718994},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3075999915599823},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2944999933242798},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.29339998960494995},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.2644999921321869},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.26409998536109924},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.2603999972343445},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2515999972820282},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.suscom.2025.101240","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2025.101240","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2744106784","https://openalex.org/W3006158898","https://openalex.org/W3049254768","https://openalex.org/W3087798270","https://openalex.org/W3092642546","https://openalex.org/W3129762955","https://openalex.org/W3131110071","https://openalex.org/W3134574975","https://openalex.org/W3135143126","https://openalex.org/W3137089355","https://openalex.org/W3149578452","https://openalex.org/W3154031915","https://openalex.org/W3155617174","https://openalex.org/W3157460577","https://openalex.org/W3158245581","https://openalex.org/W3163234680","https://openalex.org/W3163598860","https://openalex.org/W3163603179","https://openalex.org/W3164666810","https://openalex.org/W3187425334","https://openalex.org/W3189064020","https://openalex.org/W3208676280","https://openalex.org/W3217606401","https://openalex.org/W3217691095","https://openalex.org/W4200207846","https://openalex.org/W4205789473","https://openalex.org/W4206081481","https://openalex.org/W4206101647","https://openalex.org/W4206816939","https://openalex.org/W4213286101","https://openalex.org/W4225116485","https://openalex.org/W4280574751","https://openalex.org/W4285055083","https://openalex.org/W4286490390","https://openalex.org/W4288720276","https://openalex.org/W4290717189","https://openalex.org/W4291747055","https://openalex.org/W4293150140","https://openalex.org/W4296182806","https://openalex.org/W4306399853","https://openalex.org/W4308444869","https://openalex.org/W4315797922","https://openalex.org/W4317940693","https://openalex.org/W4319159759","https://openalex.org/W4319264889","https://openalex.org/W4323840617","https://openalex.org/W4361303547"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-30T00:00:00"}
