{"id":"https://openalex.org/W3109256480","doi":"https://doi.org/10.1109/access.2020.3040083","title":"HSIC Bottleneck Based Distributed Deep Learning Model for Load Forecasting in Smart Grid With a Comprehensive Survey","display_name":"HSIC Bottleneck Based Distributed Deep Learning Model for Load Forecasting in Smart Grid With a Comprehensive Survey","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3109256480","doi":"https://doi.org/10.1109/access.2020.3040083","mag":"3109256480"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3040083","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3040083","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269337.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/6514899/09269337.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101846235","display_name":"Md. Akhtaruzzaman","orcid":"https://orcid.org/0000-0001-5679-5752"},"institutions":[{"id":"https://openalex.org/I4210129887","display_name":"Asian University of Bangladesh","ror":"https://ror.org/03aw0bz08","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210129887"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["BD","MY"],"is_corresponding":false,"raw_author_name":"Md. Akhtaruzzaman","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210129887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720361","display_name":"Mohammad Kamrul Hasan","orcid":"https://orcid.org/0000-0001-5511-0205"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Kamrul Hasan","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5511-0205","affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046725783","display_name":"S. Rayhan Kabir","orcid":"https://orcid.org/0000-0003-1300-0002"},"institutions":[{"id":"https://openalex.org/I4210129887","display_name":"Asian University of Bangladesh","ror":"https://ror.org/03aw0bz08","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210129887"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"S. Rayhan Kabir","raw_affiliation_strings":["Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210129887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051653696","display_name":"Siti Norul Huda Sheikh Abdullah","orcid":"https://orcid.org/0000-0002-2602-7805"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Norul Huda Sheikh Abdullah","raw_affiliation_strings":["Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-2602-7805","affiliations":[{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007105826","display_name":"Muhammad Jafar Sadeq","orcid":"https://orcid.org/0000-0002-7369-3720"},"institutions":[{"id":"https://openalex.org/I4210129887","display_name":"Asian University of Bangladesh","ror":"https://ror.org/03aw0bz08","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210129887"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Jafar Sadeq","raw_affiliation_strings":["Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-7369-3720","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Asian University of Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210129887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056076609","display_name":"Eklas Hossain","orcid":"https://orcid.org/0000-0003-2332-8095"},"institutions":[{"id":"https://openalex.org/I129871486","display_name":"Oregon Institute of Technology","ror":"https://ror.org/03c36x865","country_code":"US","type":"education","lineage":["https://openalex.org/I129871486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eklas Hossain","raw_affiliation_strings":["Department of Electrical Engineering and Renewable Energy, Oregon Institute of Technology, Klamath Falls, OR, USA"],"raw_orcid":"https://orcid.org/0000-0003-2332-8095","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Renewable Energy, Oregon Institute of Technology, Klamath Falls, OR, USA","institution_ids":["https://openalex.org/I129871486"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.1398,"has_fulltext":true,"cited_by_count":96,"citation_normalized_percentile":{"value":0.97187839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"222977","last_page":"223008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.8578773736953735},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7834277153015137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558993101119995},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7143451571464539},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6488980054855347},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5984510779380798},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5175396800041199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4827955961227417},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46685105562210083},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.43905481696128845},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.349001944065094},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26782312989234924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1574595868587494},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07917800545692444}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8578773736953735},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7834277153015137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558993101119995},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7143451571464539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6488980054855347},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5984510779380798},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5175396800041199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4827955961227417},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46685105562210083},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.43905481696128845},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.349001944065094},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26782312989234924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1574595868587494},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07917800545692444},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3040083","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3040083","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269337.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:221bb9887b7b45308579b1ca71dd0fe7","is_oa":true,"landing_page_url":"https://doaj.org/article/221bb9887b7b45308579b1ca71dd0fe7","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 8, Pp 222977-223008 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3040083","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3040083","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269337.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1571843575","display_name":null,"funder_award_id":"GGPM-2020-028","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"},{"id":"https://openalex.org/G3698818650","display_name":null,"funder_award_id":"FRGS/1/2020/ICT03/UKM/02/6","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"},{"id":"https://openalex.org/G6041833413","display_name":null,"funder_award_id":"FRGS-1-2019-ICT-UKM-02","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3109256480.pdf","grobid_xml":"https://content.openalex.org/works/W3109256480.grobid-xml"},"referenced_works_count":183,"referenced_works":["https://openalex.org/W1638081485","https://openalex.org/W1686946872","https://openalex.org/W1720804347","https://openalex.org/W1781690630","https://openalex.org/W1908962573","https://openalex.org/W1963682480","https://openalex.org/W2008750647","https://openalex.org/W2013744559","https://openalex.org/W2021540113","https://openalex.org/W2056646884","https://openalex.org/W2083020303","https://openalex.org/W2125014994","https://openalex.org/W2134325661","https://openalex.org/W2144335970","https://openalex.org/W2161715150","https://openalex.org/W2164495908","https://openalex.org/W2171878998","https://openalex.org/W2201233344","https://openalex.org/W2298000185","https://openalex.org/W2306386573","https://openalex.org/W2308590998","https://openalex.org/W2407391839","https://openalex.org/W2417221886","https://openalex.org/W2474403319","https://openalex.org/W2490223215","https://openalex.org/W2507556850","https://openalex.org/W2510931397","https://openalex.org/W2543643230","https://openalex.org/W2551161908","https://openalex.org/W2559626078","https://openalex.org/W2560296735","https://openalex.org/W2564750100","https://openalex.org/W2567611906","https://openalex.org/W2574421942","https://openalex.org/W2582018851","https://openalex.org/W2584684157","https://openalex.org/W2591025119","https://openalex.org/W2599285715","https://openalex.org/W2600767884","https://openalex.org/W2606210663","https://openalex.org/W2607686132","https://openalex.org/W2691864041","https://openalex.org/W2739283086","https://openalex.org/W2743680082","https://openalex.org/W2748388862","https://openalex.org/W2760504855","https://openalex.org/W2769821199","https://openalex.org/W2782902016","https://openalex.org/W2784152742","https://openalex.org/W2786055572","https://openalex.org/W2786609041","https://openalex.org/W2787435816","https://openalex.org/W2792253101","https://openalex.org/W2797523002","https://openalex.org/W2804609327","https://openalex.org/W2805797750","https://openalex.org/W2809540170","https://openalex.org/W2809831666","https://openalex.org/W2810285557","https://openalex.org/W2891622391","https://openalex.org/W2895861596","https://openalex.org/W2896295426","https://openalex.org/W2897117324","https://openalex.org/W2898895913","https://openalex.org/W2901273822","https://openalex.org/W2903202456","https://openalex.org/W2903873775","https://openalex.org/W2904964413","https://openalex.org/W2906865296","https://openalex.org/W2910844182","https://openalex.org/W2912812282","https://openalex.org/W2913712311","https://openalex.org/W2914057541","https://openalex.org/W2914212004","https://openalex.org/W2914294236","https://openalex.org/W2917883546","https://openalex.org/W2920960394","https://openalex.org/W2923573337","https://openalex.org/W2923606291","https://openalex.org/W2942555036","https://openalex.org/W2943419739","https://openalex.org/W2944006160","https://openalex.org/W2945205820","https://openalex.org/W2949785328","https://openalex.org/W2950884836","https://openalex.org/W2953049129","https://openalex.org/W2954104732","https://openalex.org/W2954688867","https://openalex.org/W2964115671","https://openalex.org/W2965516457","https://openalex.org/W2965857494","https://openalex.org/W2970552232","https://openalex.org/W2970960007","https://openalex.org/W2972001256","https://openalex.org/W2972049067","https://openalex.org/W2972087877","https://openalex.org/W2976111145","https://openalex.org/W2976443662","https://openalex.org/W2979454998","https://openalex.org/W2979990517","https://openalex.org/W2980867051","https://openalex.org/W2981552758","https://openalex.org/W2984347565","https://openalex.org/W2985364839","https://openalex.org/W2986467667","https://openalex.org/W2990622714","https://openalex.org/W2991119225","https://openalex.org/W2991540858","https://openalex.org/W2995327155","https://openalex.org/W2995743188","https://openalex.org/W2997275431","https://openalex.org/W2997969958","https://openalex.org/W2997970006","https://openalex.org/W2998249317","https://openalex.org/W2998992910","https://openalex.org/W2999088795","https://openalex.org/W2999185414","https://openalex.org/W2999312208","https://openalex.org/W2999395600","https://openalex.org/W3000340284","https://openalex.org/W3002282382","https://openalex.org/W3004518003","https://openalex.org/W3004612331","https://openalex.org/W3004860350","https://openalex.org/W3006049879","https://openalex.org/W3008533347","https://openalex.org/W3008593900","https://openalex.org/W3008643592","https://openalex.org/W3011349791","https://openalex.org/W3012125688","https://openalex.org/W3012220622","https://openalex.org/W3014336125","https://openalex.org/W3014380129","https://openalex.org/W3014444579","https://openalex.org/W3014649138","https://openalex.org/W3015045768","https://openalex.org/W3015240188","https://openalex.org/W3015395145","https://openalex.org/W3015611225","https://openalex.org/W3017073098","https://openalex.org/W3019422176","https://openalex.org/W3022900533","https://openalex.org/W3024536276","https://openalex.org/W3025030523","https://openalex.org/W3025161574","https://openalex.org/W3025810997","https://openalex.org/W3026642726","https://openalex.org/W3027522260","https://openalex.org/W3027972301","https://openalex.org/W3030627941","https://openalex.org/W3033406500","https://openalex.org/W3033561277","https://openalex.org/W3034448642","https://openalex.org/W3034953042","https://openalex.org/W3036359808","https://openalex.org/W3037783930","https://openalex.org/W3045300245","https://openalex.org/W3045355714","https://openalex.org/W3048222498","https://openalex.org/W3048932211","https://openalex.org/W3081337750","https://openalex.org/W3091175693","https://openalex.org/W3093726949","https://openalex.org/W3094517923","https://openalex.org/W3103064492","https://openalex.org/W3104996215","https://openalex.org/W4405204141","https://openalex.org/W6637108112","https://openalex.org/W6730341294","https://openalex.org/W6735480634","https://openalex.org/W6757022565","https://openalex.org/W6757452248","https://openalex.org/W6759342963","https://openalex.org/W6767974972","https://openalex.org/W6770657294","https://openalex.org/W6771331575","https://openalex.org/W6775649616","https://openalex.org/W6781922779","https://openalex.org/W6783933596","https://openalex.org/W6784037404","https://openalex.org/W6784701095","https://openalex.org/W6874767910","https://openalex.org/W6885025418"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W2898021358"],"abstract_inverted_index":{"Load":[0],"forecasting":[1,26,65,99],"is":[2,21],"a":[3,59,123],"vital":[4],"part":[5],"of":[6,61,126],"smart":[7,29,44,129],"grids":[8,130],"for":[9,24,115,128],"predicting":[10],"the":[11,28,32,39,43,74,97,103,135],"required":[12],"electrical":[13],"power":[14],"using":[15,31],"artificial":[16,33],"intelligence":[17],"(AI).":[18],"Deep":[19,83],"learning":[20,41,80],"broadly":[22],"used":[23],"load":[25,64,98,120],"in":[27,42,96,119],"grid":[30,45],"neural":[34],"network":[35],"(ANN).":[36],"Generally,":[37],"computing":[38],"deep":[40,62,79],"requires":[46],"massive":[47],"data":[48,109],"aggregation":[49,110],"or":[50],"centralization":[51],"and":[52,92],"significant":[53],"computational":[54,117],"time.":[55],"This":[56,71],"paper":[57],"presents":[58],"survey":[60,72],"learning-based":[63],"techniques":[66],"from":[67],"2015":[68],"to":[69,102,145],"2020.":[70],"discusses":[73],"studies":[75],"based":[76,90,94],"on":[77],"their":[78],"techniques,":[81,86],"Distributed":[82],"Learning":[84],"(DDL)":[85],"Back":[87],"Propagation":[88],"(BP)":[89],"works,":[91],"non-BP":[93],"works":[95],"process.":[100],"Consequent":[101],"survey,":[104],"it":[105],"was":[106],"determined":[107],"that":[108],"dependency":[111],"would":[112],"be":[113],"beneficial":[114],"reducing":[116],"time":[118],"forecasting.":[121],"Therefore,":[122],"conceptual":[124],"model":[125],"DDL":[127],"has":[131,142],"been":[132,143],"presented,":[133],"where":[134],"HSIC":[136],"(Hilbert-Schmidt":[137],"Independence":[138],"Criterion)":[139],"Bottleneck":[140],"technique":[141],"incorporated":[144],"provide":[146],"higher":[147],"accuracy.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":18}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}