{"id":"https://openalex.org/W2956113715","doi":"https://doi.org/10.1109/icit.2019.8754971","title":"Energy Cost Optimization in Microgrids Using Model Predictive Control and Mixed Integer Linear Programming","display_name":"Energy Cost Optimization in Microgrids Using Model Predictive Control and Mixed Integer Linear Programming","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2956113715","doi":"https://doi.org/10.1109/icit.2019.8754971","mag":"2956113715"},"language":"en","primary_location":{"id":"doi:10.1109/icit.2019.8754971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2019.8754971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/130869/1/Energy%20Cost%20Optimization%20in%20Microgrid%20Using%20Model%20Predicitve%20Control%20and%20Mixed%20Integer%20Linear%20Programming.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053679596","display_name":"Rama Kishore Bonthu","orcid":"https://orcid.org/0000-0001-7779-3887"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rama K. Bonthu","raw_affiliation_strings":["University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024255011","display_name":"Ricardo P. Aguilera","orcid":"https://orcid.org/0000-0003-4166-8341"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ricardo P. Aguilera","raw_affiliation_strings":["University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015858793","display_name":"N. Ha Pham","orcid":"https://orcid.org/0000-0001-5122-5064"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ha Pham","raw_affiliation_strings":["University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004803753","display_name":"Manh Duong Phung","orcid":"https://orcid.org/0000-0001-5247-6180"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manh Duong Phung","raw_affiliation_strings":["University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069849643","display_name":"Q. P. Ha","orcid":"https://orcid.org/0000-0003-0978-1758"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Quang P. Ha","raw_affiliation_strings":["University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053679596"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.8423,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73708249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1113","last_page":"1118"},"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":0.9968000054359436,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.991100013256073,"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/model-predictive-control","display_name":"Model predictive control","score":0.8670604825019836},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6751953363418579},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6745621562004089},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.6299782395362854},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.6022756099700928},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5939805507659912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5734976530075073},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5106976628303528},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.48910361528396606},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46660253405570984},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.456717848777771},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.4503263235092163},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4280678629875183},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.4228353500366211},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.41493844985961914},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3308444023132324},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.32739776372909546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2258533537387848},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21028417348861694}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8670604825019836},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6751953363418579},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6745621562004089},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.6299782395362854},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.6022756099700928},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5939805507659912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5734976530075073},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5106976628303528},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.48910361528396606},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46660253405570984},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.456717848777771},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.4503263235092163},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4280678629875183},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.4228353500366211},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.41493844985961914},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3308444023132324},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.32739776372909546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2258533537387848},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21028417348861694},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icit.2019.8754971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2019.8754971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/130869","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/130869","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/130869/1/Energy%20Cost%20Optimization%20in%20Microgrid%20Using%20Model%20Predicitve%20Control%20and%20Mixed%20Integer%20Linear%20Programming.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/130869","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/130869","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/130869/1/Energy%20Cost%20Optimization%20in%20Microgrid%20Using%20Model%20Predicitve%20Control%20and%20Mixed%20Integer%20Linear%20Programming.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2956113715.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2000543441","https://openalex.org/W2080048739","https://openalex.org/W2083719943","https://openalex.org/W2094046982","https://openalex.org/W2103547111","https://openalex.org/W2162718310","https://openalex.org/W2164063344","https://openalex.org/W2205459841","https://openalex.org/W2393327022","https://openalex.org/W2609549216","https://openalex.org/W2761660467","https://openalex.org/W2771507152","https://openalex.org/W2801821460","https://openalex.org/W2895956198"],"related_works":["https://openalex.org/W2983685817","https://openalex.org/W2003264037","https://openalex.org/W4285278887","https://openalex.org/W2995925505","https://openalex.org/W134783735","https://openalex.org/W2365237642","https://openalex.org/W4390571837","https://openalex.org/W3116484972","https://openalex.org/W2941986668","https://openalex.org/W4232431455"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,34,45,61],"model":[4],"predictive":[5],"control":[6,71],"(MPC)":[7],"approach":[8],"based":[9],"on":[10,127],"the":[11,27,70,75,79,100,109,125],"mixed":[12],"integer":[13],"linear":[14],"programming":[15],"(MILP)":[16],"to":[17,68,74,96,123],"develop":[18],"an":[19],"optimal":[20,39],"power":[21,85,121],"management":[22],"strategy":[23,112],"(PMS)":[24],"for":[25,90,99,129],"minimizing":[26],"electricity":[28,128],"bill":[29],"of":[30,84],"commercial":[31],"buildings":[32],"in":[33,118],"domestic":[35],"on-grid":[36],"system.":[37],"The":[38,50,81,104],"PMS":[40],"is":[41,88,116],"first":[42],"formulated":[43],"as":[44],"MILP-MPC":[46,111],"with":[47,113],"time-varying":[48,82],"constraints.":[49],"constraints":[51],"are":[52],"then":[53],"linearized":[54],"at":[55],"each":[56,91],"sampling":[57],"time":[58,92,102],"so":[59],"that":[60,108],"receding":[62],"horizon":[63],"principle":[64],"can":[65],"be":[66,97],"used":[67],"determine":[69],"input":[72],"applied":[73],"plant":[76],"and":[77,94],"update":[78],"model.":[80],"efficiency":[83,115],"electronic":[86],"converters":[87],"evaluated":[89],"interval":[93],"assumed":[95],"persistent":[98],"prediction":[101],"horizon.":[103],"numerical":[105],"results":[106],"show":[107],"proposed":[110],"variable":[114],"effective":[117],"utilizing":[119],"photovoltaic":[120],"generation":[122],"save":[124],"cost":[126],"buildings.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-17T05:58:53.018234","created_date":"2025-10-10T00:00:00"}