{"id":"https://openalex.org/W3014107495","doi":"https://doi.org/10.1007/978-3-030-44038-1_107","title":"Short-Term Load Forecasting Using EEMD-DAE with Enhanced CNN in Smart Grid","display_name":"Short-Term Load Forecasting Using EEMD-DAE with Enhanced CNN in Smart Grid","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014107495","doi":"https://doi.org/10.1007/978-3-030-44038-1_107","mag":"3014107495"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-44038-1_107","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_107","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/A5102372352","display_name":"Afrah Naeem","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":"Afrah Naeem","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/A5031772076","display_name":"Hira Gul","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":"Hira Gul","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/A5056437623","display_name":"Arooj Arif","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":"Arooj Arif","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/A5038911903","display_name":"Sahiba Fareed","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":"Sahiba Fareed","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/A5045518036","display_name":"Mubbashra Anwar","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":"Mubbashra Anwar","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":false,"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":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":3.1873,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91056774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1167","last_page":"1180"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9983999729156494,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9936000108718872,"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/smart-grid","display_name":"Smart grid","score":0.8559306859970093},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.758468508720398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.748662531375885},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6188119053840637},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5838427543640137},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.5303274989128113},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4691939055919647},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.46327492594718933},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3806197941303253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3421597182750702},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13932284712791443},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07473713159561157},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05952829122543335}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8559306859970093},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.758468508720398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748662531375885},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6188119053840637},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5838427543640137},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.5303274989128113},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4691939055919647},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.46327492594718933},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3806197941303253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3421597182750702},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13932284712791443},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07473713159561157},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05952829122543335},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-44038-1_107","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_107","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W79427069","https://openalex.org/W163612977","https://openalex.org/W1996300997","https://openalex.org/W2007221293","https://openalex.org/W2023419040","https://openalex.org/W2068059068","https://openalex.org/W2071258353","https://openalex.org/W2125628761","https://openalex.org/W2138383519","https://openalex.org/W2275088575","https://openalex.org/W2344130254","https://openalex.org/W2573526403","https://openalex.org/W2604099671","https://openalex.org/W2691864041","https://openalex.org/W2774596248","https://openalex.org/W2786918196","https://openalex.org/W2790834859","https://openalex.org/W2792253101","https://openalex.org/W2792578766","https://openalex.org/W2801503429","https://openalex.org/W2804609327","https://openalex.org/W2807616400","https://openalex.org/W2807831972","https://openalex.org/W2909680594","https://openalex.org/W2912812282","https://openalex.org/W2919779311","https://openalex.org/W2945748599","https://openalex.org/W2954104732","https://openalex.org/W2954123905","https://openalex.org/W2980867051","https://openalex.org/W2996089041","https://openalex.org/W2997275431","https://openalex.org/W3037225531","https://openalex.org/W3102477513","https://openalex.org/W3103064492","https://openalex.org/W6615264008"],"related_works":["https://openalex.org/W3093428131","https://openalex.org/W2767066649","https://openalex.org/W3092940408","https://openalex.org/W4299528505","https://openalex.org/W2352153383","https://openalex.org/W2551921903","https://openalex.org/W2893386658","https://openalex.org/W2385623982","https://openalex.org/W3047723197","https://openalex.org/W2145659001"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}