{"id":"https://openalex.org/W3014657805","doi":"https://doi.org/10.1007/978-3-030-44038-1_111","title":"Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid","display_name":"Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014657805","doi":"https://doi.org/10.1007/978-3-030-44038-1_111","mag":"3014657805"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-44038-1_111","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_111","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","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/A5082354404","display_name":"Nazia Daood","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nazia Daood","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043620442","display_name":"Zahoor Ali Khan","orcid":"https://orcid.org/0000-0002-7101-2979"},"institutions":[{"id":"https://openalex.org/I119744171","display_name":"Higher Colleges of Technology","ror":"https://ror.org/00qmy9z88","country_code":"AE","type":"education","lineage":["https://openalex.org/I119744171"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zahoor Ali Khan","raw_affiliation_strings":["Computer Information Science, Higher Colleges of Technology, Fujairah, 4114, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Information Science, Higher Colleges of Technology, Fujairah, 4114, United Arab Emirates","institution_ids":["https://openalex.org/I119744171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025732490","display_name":"Ashrafullah","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ashrafullah","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596577","display_name":"Muhammad Jaffar Khan","orcid":"https://orcid.org/0000-0001-5510-1448"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Jaffar Khan","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070417105","display_name":"Muhammad Adil","orcid":"https://orcid.org/0000-0001-9805-1321"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Adil","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055380996","display_name":"Nadeem Javaid","orcid":"https://orcid.org/0000-0003-3777-8249"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Nadeem Javaid","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055380996"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":0.3579,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41080275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1212","last_page":"1226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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":1.0,"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":0.9977999925613403,"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":0.996999979019165,"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/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.7979851365089417},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.6966679692268372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6492081880569458},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6106870174407959},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5629082322120667},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5174767971038818},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4863153398036957},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.4817359745502472},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47706592082977295},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.45820334553718567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43937334418296814},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4083327651023865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35925525426864624},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33106887340545654},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16346096992492676},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14444002509117126},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12947341799736023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10245189070701599}],"concepts":[{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.7979851365089417},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.6966679692268372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6492081880569458},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6106870174407959},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5629082322120667},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5174767971038818},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4863153398036957},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.4817359745502472},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47706592082977295},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.45820334553718567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43937334418296814},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4083327651023865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35925525426864624},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33106887340545654},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16346096992492676},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14444002509117126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12947341799736023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10245189070701599},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-44038-1_111","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_111","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2185918355","https://openalex.org/W2342543955","https://openalex.org/W2485905548","https://openalex.org/W2562729050","https://openalex.org/W2591064656","https://openalex.org/W2614198276","https://openalex.org/W2620795818","https://openalex.org/W2624874445","https://openalex.org/W2729222988","https://openalex.org/W2736391747","https://openalex.org/W2743310439","https://openalex.org/W2790103198","https://openalex.org/W2801761896","https://openalex.org/W2802410020","https://openalex.org/W2804609327","https://openalex.org/W2883144926","https://openalex.org/W2891999340","https://openalex.org/W2907876867","https://openalex.org/W2912812282","https://openalex.org/W2919779311","https://openalex.org/W2942641215","https://openalex.org/W2944361101","https://openalex.org/W2945748599","https://openalex.org/W2946143983","https://openalex.org/W2954104732","https://openalex.org/W2980867051","https://openalex.org/W2996089041","https://openalex.org/W2997275431"],"related_works":["https://openalex.org/W2719315100","https://openalex.org/W2139581356","https://openalex.org/W2347295811","https://openalex.org/W2911667360","https://openalex.org/W2028449551","https://openalex.org/W2088353375","https://openalex.org/W2162537764","https://openalex.org/W1996619742","https://openalex.org/W2994323835","https://openalex.org/W2536605339"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
