{"id":"https://openalex.org/W2921575728","doi":"https://doi.org/10.1007/978-3-030-15035-8_109","title":"Electricity Price Forecasting in Smart Grid: A Novel E-CNN Model","display_name":"Electricity Price Forecasting in Smart Grid: A Novel E-CNN Model","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921575728","doi":"https://doi.org/10.1007/978-3-030-15035-8_109","mag":"2921575728"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-15035-8_109","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15035-8_109","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":"book-chapter","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/A5102994609","display_name":"Waleed Ahmad","orcid":"https://orcid.org/0000-0003-0774-3547"},"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":"Waleed Ahmad","raw_affiliation_strings":["COMSATS University, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","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":false,"raw_author_name":"Nadeem Javaid","raw_affiliation_strings":["COMSATS University, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049139535","display_name":"Annas Chand","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"]},{"id":"https://openalex.org/I3131573596","display_name":"Abbottabad University of Science and Technology","ror":"https://ror.org/0549hdw45","country_code":"PK","type":"education","lineage":["https://openalex.org/I3131573596"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Annas Chand","raw_affiliation_strings":["COMSATS University Islamabad, Abbottabad Campus, Abbottabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Abbottabad Campus, Abbottabad, Pakistan","institution_ids":["https://openalex.org/I3131573596","https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085762525","display_name":"Syed Yousaf Shah","orcid":"https://orcid.org/0000-0003-1068-7312"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Yousaf Raza Shah","raw_affiliation_strings":["Riphah International University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Riphah International University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080653345","display_name":"Umar Yasin","orcid":null},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umar Yasin","raw_affiliation_strings":["Riphah International University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Riphah International University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075941969","display_name":"Mudassar Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I53831458","display_name":"Abasyn University","ror":"https://ror.org/05ws11813","country_code":"PK","type":"education","lineage":["https://openalex.org/I53831458"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mudassar Khan","raw_affiliation_strings":["Abasyn University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Abasyn University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I53831458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051406459","display_name":"Syeda Aimal","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":"Aimal Syeda","raw_affiliation_strings":["COMSATS University, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102994609"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":3.7215,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92122453,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1132","last_page":"1144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7411935329437256},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7152841687202454},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6763959527015686},{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.6029242277145386},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5485738515853882},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5473881959915161},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5081331729888916},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4556276500225067},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.44913449883461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4247046113014221},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4179420471191406},{"id":"https://openalex.org/keywords/electricity-price","display_name":"Electricity price","score":0.39151591062545776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33872902393341064},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0920325219631195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411935329437256},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7152841687202454},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6763959527015686},{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.6029242277145386},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5485738515853882},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5473881959915161},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5081331729888916},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4556276500225067},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.44913449883461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4247046113014221},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4179420471191406},{"id":"https://openalex.org/C2983129042","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity price","level":3,"score":0.39151591062545776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33872902393341064},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0920325219631195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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:10.1007/978-3-030-15035-8_109","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15035-8_109","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":19,"referenced_works":["https://openalex.org/W2315598830","https://openalex.org/W2465887865","https://openalex.org/W2543678400","https://openalex.org/W2551393996","https://openalex.org/W2559879705","https://openalex.org/W2570025844","https://openalex.org/W2581319704","https://openalex.org/W2588494523","https://openalex.org/W2614198276","https://openalex.org/W2750304600","https://openalex.org/W2769266172","https://openalex.org/W2792244305","https://openalex.org/W2792616493","https://openalex.org/W2799827709","https://openalex.org/W2904532824","https://openalex.org/W2907286062","https://openalex.org/W2914457162","https://openalex.org/W2931025204","https://openalex.org/W4231752947"],"related_works":["https://openalex.org/W2795025438","https://openalex.org/W1538624230","https://openalex.org/W2963556241","https://openalex.org/W3116896278","https://openalex.org/W4225360065","https://openalex.org/W2387245157","https://openalex.org/W3014649138","https://openalex.org/W4381283935","https://openalex.org/W1540299753","https://openalex.org/W2921575728"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}