{"id":"https://openalex.org/W1882868447","doi":"https://doi.org/10.1109/icit.2015.7125149","title":"Stochastic model predictive control for optimal economic operation of a residential DC microgrid","display_name":"Stochastic model predictive control for optimal economic operation of a residential DC microgrid","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W1882868447","doi":"https://doi.org/10.1109/icit.2015.7125149","mag":"1882868447"},"language":"en","primary_location":{"id":"doi:10.1109/icit.2015.7125149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2015.7125149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Industrial Technology (ICIT)","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/A5083386178","display_name":"Marko Gulin","orcid":"https://orcid.org/0000-0003-2095-1658"},"institutions":[{"id":"https://openalex.org/I4210090535","display_name":"Renewable Energy Systems (United Kingdom)","ror":"https://ror.org/00gsbmb44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090535"]},{"id":"https://openalex.org/I4210137149","display_name":"Renewable Energy Systems (United States)","ror":"https://ror.org/036gc1b60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090535","https://openalex.org/I4210137149"]},{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["GB","HR","US"],"is_corresponding":true,"raw_author_name":"Marko Gulin","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, Laboratory for Renewable Energy Systems","Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, Laboratory for Renewable Energy Systems","institution_ids":["https://openalex.org/I4210137149"]},{"raw_affiliation_string":"Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing","institution_ids":["https://openalex.org/I4210090535","https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080688334","display_name":"Jadranko Matu\u0161ko","orcid":"https://orcid.org/0000-0002-7259-0957"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4210090535","display_name":"Renewable Energy Systems (United Kingdom)","ror":"https://ror.org/00gsbmb44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090535"]}],"countries":["GB","HR"],"is_corresponding":false,"raw_author_name":"Jadranko Matusko","raw_affiliation_strings":["Sveuciliste u Zagrebu, Zagreb, Zagreb, HR","Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing"],"affiliations":[{"raw_affiliation_string":"Sveuciliste u Zagrebu, Zagreb, Zagreb, HR","institution_ids":["https://openalex.org/I181343428"]},{"raw_affiliation_string":"Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing","institution_ids":["https://openalex.org/I4210090535","https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075868789","display_name":"Mario Va\u0161ak","orcid":"https://orcid.org/0000-0002-3876-6787"},"institutions":[{"id":"https://openalex.org/I4210090535","display_name":"Renewable Energy Systems (United Kingdom)","ror":"https://ror.org/00gsbmb44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090535"]},{"id":"https://openalex.org/I4210137149","display_name":"Renewable Energy Systems (United States)","ror":"https://ror.org/036gc1b60","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090535","https://openalex.org/I4210137149"]},{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["GB","HR","US"],"is_corresponding":false,"raw_author_name":"Mario Vasak","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, Laboratory for Renewable Energy Systems","Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, Laboratory for Renewable Energy Systems","institution_ids":["https://openalex.org/I4210137149"]},{"raw_affiliation_string":"Laboratory for Renewable Energy Systems, University of Zagreb, Faculty of Electrical Engineering and Computing","institution_ids":["https://openalex.org/I4210090535","https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083386178"],"corresponding_institution_ids":["https://openalex.org/I181343428","https://openalex.org/I4210090535","https://openalex.org/I4210137149"],"apc_list":null,"apc_paid":null,"fwci":7.4051,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.97179649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"505","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.9574038982391357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818713903427124},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5334537029266357},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5156218409538269},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.510071337223053},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4969485104084015},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.49375662207603455},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48277655243873596},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4551808834075928},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4466783404350281},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4363560378551483},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42766374349594116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28286272287368774},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2343253791332245},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12078708410263062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10807287693023682}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9574038982391357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818713903427124},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5334537029266357},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5156218409538269},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.510071337223053},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4969485104084015},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.49375662207603455},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48277655243873596},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4551808834075928},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4466783404350281},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4363560378551483},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42766374349594116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28286272287368774},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2343253791332245},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12078708410263062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10807287693023682},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit.2015.7125149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit.2015.7125149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Industrial Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5299999713897705,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1969557177","https://openalex.org/W1986954325","https://openalex.org/W1992970170","https://openalex.org/W2013227046","https://openalex.org/W2018386036","https://openalex.org/W2045302281","https://openalex.org/W2049971005","https://openalex.org/W2066779381","https://openalex.org/W2080048739","https://openalex.org/W2141022831","https://openalex.org/W2151296481","https://openalex.org/W2157751037","https://openalex.org/W2164063344","https://openalex.org/W2313358859","https://openalex.org/W2536620281","https://openalex.org/W6655072642","https://openalex.org/W6682083855"],"related_works":["https://openalex.org/W1978745259","https://openalex.org/W3127438322","https://openalex.org/W4287330080","https://openalex.org/W1990112656","https://openalex.org/W2363855676","https://openalex.org/W2152231846","https://openalex.org/W195464835","https://openalex.org/W193468460","https://openalex.org/W2203568081","https://openalex.org/W1991890515"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,81,112],"present":[4],"power":[5,34,65,89,102,122],"flow":[6],"optimization":[7,37,68],"of":[8,15,88,129],"a":[9,49,73,114],"residential":[10],"DC":[11],"microgrid":[12,42,106],"that":[13,52,83],"consists":[14],"photovoltaic":[16],"array,":[17],"batteries":[18],"stack":[19,23],"and":[20,26,45,59,107],"fuel":[21],"cells":[22],"with":[24],"electrolyser,":[25],"is":[27,46,70,133],"connected":[28],"to":[29,40],"the":[30,56,84,105,108,120,125,130],"grid":[31],"via":[32],"bidirectional":[33],"converter.":[35],"The":[36],"problem":[38,69],"aims":[39],"minimize":[41],"operating":[43],"costs":[44],"formulated":[47],"using":[48,77],"linear":[50],"program":[51],"takes":[53],"into":[54],"account":[55,63],"storages":[57],"charge":[58],"discharge":[60],"efficiency.":[61],"To":[62],"for":[64,101,119,137],"predictions":[66,90],"uncertainty,":[67],"defined":[71,100],"in":[72,86,124],"stochastic":[74,115],"framework":[75],"by":[76,94],"chance":[78,97],"constraints.":[79],"Since":[80],"assume":[82],"error":[85],"realization":[87],"will":[91],"be":[92],"compensated":[93],"utility":[95,109],"grid,":[96],"constraints":[98],"are":[99],"exchange":[103],"between":[104],"grid.":[110],"Finally,":[111],"investigate":[113],"model":[116],"predictive":[117],"control":[118],"closed-loop":[121],"management":[123],"microgrid.":[126],"Performance":[127],"verification":[128],"proposed":[131],"approach":[132],"performed":[134],"on":[135],"simulations":[136],"two-month":[138],"period.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}