{"id":"https://openalex.org/W1979605950","doi":"https://doi.org/10.1109/icnc.2013.6817979","title":"Load forecasting using elastic gradient descent","display_name":"Load forecasting using elastic gradient descent","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1979605950","doi":"https://doi.org/10.1109/icnc.2013.6817979","mag":"1979605950"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6817979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5100949938","display_name":"Yuan Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Hong","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100835993","display_name":"Changhao Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhao Xia","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037147257","display_name":"Shixiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixiang Zhang","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047246542","display_name":"Lin Wu","orcid":"https://orcid.org/0000-0002-7376-5384"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wu","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101707759","display_name":"Chao Yuan","orcid":"https://orcid.org/0000-0002-9661-1011"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yuan","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102918930","display_name":"Ying Huang","orcid":"https://orcid.org/0000-0001-6411-497X"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Huang","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021425239","display_name":"Xuxu Wang","orcid":"https://orcid.org/0000-0003-3228-109X"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuxu Wang","raw_affiliation_strings":["Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Electrical and New Energy College, China Three Gorges University Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108193842","display_name":"Haifeng Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105124","display_name":"Second Hospital of Yichang","ror":"https://ror.org/016bw3t53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105124"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Zhu","raw_affiliation_strings":["Yichang Maintenance Division, Services Branch of Hubei Electric Power Company, Yichang City, Hubei Province, China"],"affiliations":[{"raw_affiliation_string":"Yichang Maintenance Division, Services Branch of Hubei Electric Power Company, Yichang City, Hubei Province, China","institution_ids":["https://openalex.org/I4210105124"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":65},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"251"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9897,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9897,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9811,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9653,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5467015}],"concepts":[{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.77524906},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7327351},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.66295606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517279},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.63287044},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.57329303},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5467015},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.46923023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3775983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37254578},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3266703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20335677},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6817979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":6,"referenced_works":["https://openalex.org/W1598201578","https://openalex.org/W1997746543","https://openalex.org/W2162385329","https://openalex.org/W2294798173","https://openalex.org/W2317897856","https://openalex.org/W4292928781"],"related_works":["https://openalex.org/W385273440","https://openalex.org/W346861917","https://openalex.org/W3205213561","https://openalex.org/W3027745756","https://openalex.org/W3024018414","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W1975632186","https://openalex.org/W1542592062"],"abstract_inverted_index":{"The":[0,48,69,102,138],"article":[1],"describes":[2],"in":[3,65,115,153],"detail":[4],"the":[5,9,16,22,27,31,39,42,51,56,58,61,84,88,105,108,110,124,154],"theoretical":[6],"basis":[7],"of":[8,55,107,119,132],"elastic":[10,32,89],"gradient":[11,33,90],"descent":[12,34,91],"method":[13,45,64,75,92,96,114],"which":[14,37,93],"combines":[15,38,94],"principal":[17,111],"component":[18,112],"analysis":[19,113],"(PCA)":[20],"and":[21,41,53,60,80,129,141],"time":[23,43,62],"sequence":[24,44,63],"method.":[25],"In":[26,83],"short-term":[28],"forecasting":[29,86],"instance,":[30,87],"neural":[35],"networks":[36],"PCA":[40,59,95],"was":[46,97],"used.":[47],"result":[49,71,103],"verifies":[50],"effectiveness":[52],"feasibility":[54],"introducing":[57,109],"processing":[66,116],"network":[67],"optimization.":[68],"simulation":[70],"shows":[72],"that":[73,100],"this":[74],"has":[76,126],"good":[77,127],"prediction":[78,139],"accuracy":[79,140],"convergence":[81],"speed.":[82],"long-term":[85],"used":[98,122],"for":[99],"forecasting.":[101],"indicated":[104],"superiority":[106],"large":[117],"amounts":[118],"data.":[120],"As":[121],"herein,":[123],"model":[125],"ductility":[128],"also":[130],"lots":[131],"factors":[133],"can":[134],"be":[135],"considered":[136],"in.":[137],"generalization":[142],"is":[143],"good.":[144],"And":[145],"it":[146],"will":[147],"have":[148],"a":[149],"further":[150],"application":[151],"prospect":[152],"actual":[155],"forecast.":[156]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1979605950","counts_by_year":[],"updated_date":"2024-12-14T07:11:19.465552","created_date":"2016-06-24"}