{"id":"https://openalex.org/W4364305255","doi":"https://doi.org/10.1145/3582935.3582982","title":"Power Consumption Forecast Based on Ridge Regression Model","display_name":"Power Consumption Forecast Based on Ridge Regression Model","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4364305255","doi":"https://doi.org/10.1145/3582935.3582982"},"language":"en","primary_location":{"id":"doi:10.1145/3582935.3582982","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582935.3582982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Technologies and Electrical Engineering","raw_type":"proceedings-article"},"type":"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/A5100692911","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-5271-8263"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Li","raw_affiliation_strings":["Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","Information Center of Yunnan Power Grid Co., LTD, China"],"raw_orcid":"https://orcid.org/0000-0002-5271-8263","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Information Center of Yunnan Power Grid Co., LTD, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033448131","display_name":"Hui Chen","orcid":"https://orcid.org/0000-0003-4035-077X"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Chen","raw_affiliation_strings":["Key Laboratory in Software Engineering of Yunnan Province, School of Software, Yunnan University, China"],"raw_orcid":"https://orcid.org/0000-0003-4035-077X","affiliations":[{"raw_affiliation_string":"Key Laboratory in Software Engineering of Yunnan Province, School of Software, Yunnan University, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103167449","display_name":"Junwen Yang","orcid":"https://orcid.org/0000-0002-7686-0483"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwen Yang","raw_affiliation_strings":["Yunnan Power Grid Co. LTD, China"],"raw_orcid":"https://orcid.org/0000-0002-7686-0483","affiliations":[{"raw_affiliation_string":"Yunnan Power Grid Co. LTD, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079683587","display_name":"Siyang Liu","orcid":"https://orcid.org/0000-0001-9860-4176"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyang Liu","raw_affiliation_strings":["Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China"],"raw_orcid":"https://orcid.org/0000-0001-9860-4176","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090382848","display_name":"Yongjie Nie","orcid":"https://orcid.org/0000-0001-7842-2623"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjie Nie","raw_affiliation_strings":["Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China"],"raw_orcid":"https://orcid.org/0000-0001-7842-2623","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010852095","display_name":"Jinyuan Li","orcid":"https://orcid.org/0000-0001-9811-6666"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyuan Li","raw_affiliation_strings":["Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","Information Center of Yunnan Power Grid Co., LTD, China"],"raw_orcid":"https://orcid.org/0000-0001-9811-6666","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, Yunnan Power Grid Co. Ltd, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Information Center of Yunnan Power Grid Co., LTD, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100692911"],"corresponding_institution_ids":["https://openalex.org/I74872605"],"apc_list":null,"apc_paid":null,"fwci":0.1847,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50530746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9944000244140625,"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":0.9944000244140625,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.7814480662345886},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.7582690715789795},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.7456044554710388},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5025279521942139},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.49411991238594055},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.47374117374420166},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.4667057991027832},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.44868648052215576},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4012182652950287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3949511647224426},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3146127164363861},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3081115782260895},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.2395273745059967},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16813156008720398}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.7814480662345886},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.7582690715789795},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.7456044554710388},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5025279521942139},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.49411991238594055},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.47374117374420166},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.4667057991027832},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.44868648052215576},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4012182652950287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3949511647224426},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3146127164363861},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3081115782260895},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2395273745059967},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16813156008720398},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582935.3582982","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582935.3582982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Technologies and Electrical Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2002673437","https://openalex.org/W2157869788"],"related_works":["https://openalex.org/W2377237701","https://openalex.org/W2360099860","https://openalex.org/W1583826057","https://openalex.org/W2352463596","https://openalex.org/W2380850119","https://openalex.org/W2101450440","https://openalex.org/W2383675217","https://openalex.org/W4323893170","https://openalex.org/W3135881084","https://openalex.org/W2376151201"],"abstract_inverted_index":{"The":[0],"prediction":[1,27,59],"of":[2,24,28,88,95],"electricity":[3,29,86,98,109],"consumption,":[4,53],"economic":[5],"development":[6],"and":[7,20,40,51,68,107],"industrial":[8,49],"structure":[9,50],"has":[10],"gradually":[11],"become":[12],"the":[13,18,38,45,56,63,85,97,108],"key":[14],"issues":[15],"concerned":[16],"by":[17],"government":[19,39],"a":[21,34],"large":[22],"number":[23],"enterprises,":[25],"accurate":[26],"consumption":[30,87,99,110],"that":[31,73],"can":[32],"provide":[33],"good":[35],"reference":[36],"for":[37],"relevant":[41],"enterprises.":[42],"After":[43,61],"analyzing":[44],"correlation":[46],"between":[47],"GDP,":[48],"power":[52],"we":[54,71,83],"built":[55],"ridge":[57],"regression":[58],"model.":[60],"comparing":[62],"results":[64],"with":[65],"mainstream":[66],"LSTM":[67],"ARIMA":[69],"models,":[70],"found":[72],"our":[74],"MAPE":[75],"value":[76],"was":[77],"superior":[78],"to":[79,93],"these":[80],"models.":[81],"Finally,":[82],"forecast":[84],"Yunnan":[89],"Province":[90],"from":[91],"2021":[92,101],"2027,":[94],"which":[96],"in":[100,111],"is":[102,113],"about":[103,114],"2,172":[104],"billion":[105,116],"KWH,":[106],"2022":[112],"2,243":[115],"KWh.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
