{"id":"https://openalex.org/W1524420521","doi":"https://doi.org/10.1109/acc.2015.7172108","title":"Two layer model predictive control for a cost efficient operation of island energy systems","display_name":"Two layer model predictive control for a cost efficient operation of island energy systems","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1524420521","doi":"https://doi.org/10.1109/acc.2015.7172108","mag":"1524420521"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7172108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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/A5043008407","display_name":"Julia Sachs","orcid":"https://orcid.org/0000-0003-4219-5427"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Julia Sachs","raw_affiliation_strings":["Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053528519","display_name":"Marcus Sonntag","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Sonntag","raw_affiliation_strings":["Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054507125","display_name":"Oliver Sawodny","orcid":"https://orcid.org/0000-0002-6910-2473"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Sawodny","raw_affiliation_strings":["Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institute for System Dynamics, University of Stuttgart, Postbox 80 11 40, 70550, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043008407"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":1.3464,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82158312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4941","last_page":"4946"},"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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9987999796867371,"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":0.7217550277709961},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6548849940299988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6473498344421387},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5437260270118713},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5353821516036987},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4681701064109802},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4608215391635895},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4526514708995819},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4287388026714325},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.4168332815170288},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3477620482444763},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.32856857776641846},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3025404214859009},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.278242826461792},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2548215985298157},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2095540165901184},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09635668992996216}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7217550277709961},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6548849940299988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6473498344421387},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5437260270118713},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5353821516036987},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4681701064109802},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4608215391635895},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4526514708995819},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4287388026714325},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.4168332815170288},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3477620482444763},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.32856857776641846},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3025404214859009},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.278242826461792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2548215985298157},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2095540165901184},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09635668992996216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7172108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1522039471","https://openalex.org/W1964826190","https://openalex.org/W2000093387","https://openalex.org/W2001584624","https://openalex.org/W2016995256","https://openalex.org/W2023419040","https://openalex.org/W2049971005","https://openalex.org/W2052905487","https://openalex.org/W2067437859","https://openalex.org/W2079659404","https://openalex.org/W2089945505","https://openalex.org/W2098432798","https://openalex.org/W2125321696","https://openalex.org/W2146246970","https://openalex.org/W2146991529"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W2060165215","https://openalex.org/W2101188133","https://openalex.org/W3202234113","https://openalex.org/W4248731570","https://openalex.org/W2320869598","https://openalex.org/W2478592842","https://openalex.org/W2047956094","https://openalex.org/W1980522505","https://openalex.org/W2003270086"],"abstract_inverted_index":{"Hybrid":[0],"energy":[1,11,71,97,138],"systems":[2,44,139],"are":[3],"a":[4,128,156],"promising":[5],"approach":[6,65,86],"to":[7,49,93,103,162],"achieving":[8],"low":[9],"cost":[10,29],"supply":[12,72],"in":[13,52,58,99,125],"remote":[14],"areas,":[15],"comprising":[16],"of":[17,35,41,89,121,136,169],"diesel":[18],"generators,":[19],"storage":[20],"devices":[21],"and":[22,55,73,102,166],"renewable":[23],"sources.":[24],"The":[25,84,142],"main":[26],"potential":[27],"for":[28,66,132],"reduction":[30],"is":[31,82,87,140,148,159],"through":[32],"optimized":[33],"operation":[34,68,76],"the":[36,95,100,133,164,170],"island":[37,43],"grid.":[38],"Power":[39],"management":[40],"these":[42],"can":[45],"be":[46],"challenging":[47],"due":[48],"sudden":[50],"variations":[51],"load":[53],"demand":[54],"high":[56],"fluctuations":[57],"power":[59,123],"supplied":[60],"by":[61],"renewables.":[62],"A":[63,111],"control":[64,91,114,135],"efficient":[67],"guaranteeing":[69],"uninterrupted":[70],"satisfying":[74],"all":[75],"constraints,":[77],"including":[78],"detailed":[79],"component":[80],"modeling,":[81],"presented.":[83],"optimization":[85,146],"comprised":[88],"two":[90],"layers":[92],"calculate":[94],"optimal":[96],"dispatch":[98],"system":[101],"further":[104],"improve":[105],"its":[106],"robustness":[107],"towards":[108],"prediction":[109],"errors.":[110],"model":[112],"predictive":[113],"method,":[115],"based":[116],"on":[117],"real":[118],"time":[119],"predictions":[120],"future":[122],"profiles,":[124],"combination":[126],"with":[127],"boundary":[129],"value":[130],"problem":[131,147],"online":[134],"hybrid":[137],"proposed.":[141],"nonlinear":[143],"mixed":[144],"integer":[145],"recursively":[149],"solved":[150],"using":[151],"discrete":[152],"dynamic":[153],"programming.":[154],"Finally,":[155],"simulation":[157],"study":[158],"carried":[160],"out":[161],"illustrate":[163],"performance":[165],"economic":[167],"benefits":[168],"proposed":[171],"method.":[172]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
