{"id":"https://openalex.org/W2797978263","doi":"https://doi.org/10.4018/ijaci.2018070105","title":"Coordinative Optimization Control of Microgrid Based on Model Predictive Control","display_name":"Coordinative Optimization Control of Microgrid Based on Model Predictive Control","publication_year":2018,"publication_date":"2018-04-12","ids":{"openalex":"https://openalex.org/W2797978263","doi":"https://doi.org/10.4018/ijaci.2018070105","mag":"2797978263"},"language":"en","primary_location":{"id":"doi:10.4018/ijaci.2018070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-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/A5019060864","display_name":"Changbin Hu","orcid":"https://orcid.org/0000-0002-3339-6406"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbin Hu","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049674335","display_name":"Lisong Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisong Bi","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086506803","display_name":"Zhengguo Piao","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZhengGuo Piao","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100874941","display_name":"Chunxue Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ChunXue Wen","raw_affiliation_strings":["College of Electrical and Control Engineering, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101423541","display_name":"Lijun Hou","orcid":"https://orcid.org/0000-0001-7394-4203"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lijun Hou","raw_affiliation_strings":["Resource Electric Tianjin Ltd, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Resource Electric Tianjin Ltd, Tianjin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.913,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74753094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"9","issue":"3","first_page":"57","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9998999834060669,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9976000189781189,"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/T12277","display_name":"Frequency Control in Power Systems","score":0.9962000250816345,"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/microgrid","display_name":"Microgrid","score":0.9486182928085327},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7947258949279785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482932209968567},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.565109372138977},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.500971794128418},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.49458047747612},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.465774267911911},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.43575355410575867},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4143986403942108},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3853105306625366},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3803806006908417},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36462730169296265},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.35349926352500916},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.28763335943222046},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12318164110183716}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9486182928085327},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7947258949279785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482932209968567},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.565109372138977},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.500971794128418},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.49458047747612},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.465774267911911},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.43575355410575867},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4143986403942108},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3853105306625366},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3803806006908417},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36462730169296265},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35349926352500916},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28763335943222046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12318164110183716},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijaci.2018070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaci00:v:9:y:2018:i:3:p:57-75","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJACI.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1882868447","https://openalex.org/W1980364886","https://openalex.org/W2016799675","https://openalex.org/W2059219910","https://openalex.org/W2061785659","https://openalex.org/W2067947464","https://openalex.org/W2080048739","https://openalex.org/W2103709171","https://openalex.org/W2115376089","https://openalex.org/W2371939882","https://openalex.org/W2383558637","https://openalex.org/W2471285213","https://openalex.org/W2504836915","https://openalex.org/W2523142971","https://openalex.org/W2593449789","https://openalex.org/W2615797069","https://openalex.org/W2951794409"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W4206134051","https://openalex.org/W1600945217","https://openalex.org/W1932401759","https://openalex.org/W2080409291"],"abstract_inverted_index":{"This":[0],"article":[1,32],"describes":[2],"how":[3],"basing":[4],"on":[5,187],"the":[6,39,46,62,79,87,107,119,130,142,153,158,169,188,196,201],"future":[7],"behavior":[8,99],"of":[9,48,56,73,109,140,155,195],"microgrid":[10,35,67],"system,":[11],"forecasting":[12,116],"renewable":[13],"energy":[14,51],"power":[15,80],"generation,":[16],"load":[17,59],"and":[18,42,58,75,83,103,105,112,171,186,193],"real-time":[19],"electricity":[20,57],"price,":[21],"a":[22,66,70,90,97,121,134,161,180],"model":[23,65,78],"predictive":[24],"control":[25,174],"(MPC)":[26],"strategy":[27,150],"is":[28,124,145],"proposed":[29],"in":[30,118,126,157,183],"this":[31],"to":[33,77,95,128,179],"optimize":[34],"operations,":[36],"while":[37],"meeting":[38],"time-varying":[40],"requirements":[41],"operation":[43,143],"constraints.":[44],"Considering":[45],"problems":[47],"unit":[49],"commitment,":[50],"storage,":[52],"economic":[53],"dispatching,":[54],"sale-purchase":[55],"reduction":[60],"schedule,":[61],"authors":[63,88],"first":[64],"system":[68],"with":[69],"large":[71],"number":[72],"constraints":[74],"variables":[76],"generation":[81],"technology":[82],"physical":[84],"characteristics.":[85],"Meanwhile":[86],"use":[89],"mixed":[91],"logic":[92],"dynamical":[93],"framework":[94],"guarantee":[96],"reasonable":[98],"for":[100,115,151],"grid":[101],"interaction":[102],"storage":[104],"consider":[106],"influences":[108],"battery":[110],"life":[111],"recession.":[113],"Then":[114],"uncertainties":[117],"microgrid,":[120],"feedback":[122],"mechanism":[123],"introduced":[125],"MPC":[127,149,170,177,197],"solve":[129],"problem":[131],"by":[132,147,200],"using":[133],"receding":[135],"horizon":[136],"control.":[137],"The":[138,176,191],"objective":[139],"minimizing":[141],"costs":[144,185],"achieved":[146],"an":[148],"scheduling":[152],"behaviors":[154],"components":[156],"microgrid.":[159],"Finally,":[160],"comparative":[162],"analysis":[163],"has":[164],"been":[165],"carried":[166],"out":[167],"between":[168],"some":[172],"traditional":[173],"methods.":[175],"leads":[178],"significant":[181],"improvement":[182],"operating":[184],"computational":[189],"burden.":[190],"economy":[192],"efficiency":[194],"are":[198],"shown":[199],"simulations.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}