{"id":"https://openalex.org/W4289927886","doi":"https://doi.org/10.23919/ecc55457.2022.9837982","title":"Mixed-Integer Optimal Control of a Residential Heating Network using Linear and Nonlinear Programming Techniques","display_name":"Mixed-Integer Optimal Control of a Residential Heating Network using Linear and Nonlinear Programming Techniques","publication_year":2022,"publication_date":"2022-07-12","ids":{"openalex":"https://openalex.org/W4289927886","doi":"https://doi.org/10.23919/ecc55457.2022.9837982"},"language":"en","primary_location":{"id":"doi:10.23919/ecc55457.2022.9837982","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc55457.2022.9837982","pdf_url":null,"source":{"id":"https://openalex.org/S4363607908","display_name":"2022 European Control Conference (ECC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 European Control Conference (ECC)","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/A5075954032","display_name":"Manuel Kollmar","orcid":"https://orcid.org/0000-0002-8467-7005"},"institutions":[{"id":"https://openalex.org/I70886390","display_name":"Karlsruhe University of Applied Sciences","ror":"https://ror.org/01c0m1t63","country_code":"DE","type":"education","lineage":["https://openalex.org/I70886390"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manuel Kollmar","raw_affiliation_strings":["Karlsruhe University of Applied Sciences,Faculty of Management Science and Engineering,Germany","Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany","Faculty of Management Science and Engineering, Karlsruhe University of Applied Sciences, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe University of Applied Sciences,Faculty of Management Science and Engineering,Germany","institution_ids":["https://openalex.org/I70886390"]},{"raw_affiliation_string":"Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I70886390"]},{"raw_affiliation_string":"Faculty of Management Science and Engineering, Karlsruhe University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I70886390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032400156","display_name":"Lilli Frison","orcid":"https://orcid.org/0000-0001-8107-5589"},"institutions":[{"id":"https://openalex.org/I4210117272","display_name":"Fraunhofer Institute for Solar Energy Systems","ror":"https://ror.org/02kfzvh91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210117272","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lilli Frison","raw_affiliation_strings":["Fraunhofer Institute for Solar Energy Systems (ISE),Freiburg,Germany","Fraunhofer Institute for Solar Energy Systems (ISE), Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Solar Energy Systems (ISE),Freiburg,Germany","institution_ids":["https://openalex.org/I4210117272"]},{"raw_affiliation_string":"Fraunhofer Institute for Solar Energy Systems (ISE), Freiburg, Germany","institution_ids":["https://openalex.org/I4210117272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034786171","display_name":"Adrian B\u00fcrger","orcid":"https://orcid.org/0000-0003-2740-4526"},"institutions":[{"id":"https://openalex.org/I70886390","display_name":"Karlsruhe University of Applied Sciences","ror":"https://ror.org/01c0m1t63","country_code":"DE","type":"education","lineage":["https://openalex.org/I70886390"]},{"id":"https://openalex.org/I4210160536","display_name":"Institute of Air Handling and Refrigeration","ror":"https://ror.org/05tvfb833","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210160536"]},{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adrian Burger","raw_affiliation_strings":["Institute of Refrigeration, Karlsruhe University of Applied Sciences,Air-Conditioning, and Environmental Engineering (IKKU),Germany","Department of Microsystems Engineering (IMTEK), Systems Control and Optimization Laboratory, University of Freiburg, Germany","Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Refrigeration, Karlsruhe University of Applied Sciences,Air-Conditioning, and Environmental Engineering (IKKU),Germany","institution_ids":["https://openalex.org/I4210160536"]},{"raw_affiliation_string":"Department of Microsystems Engineering (IMTEK), Systems Control and Optimization Laboratory, University of Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I70886390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004428834","display_name":"Axel Oliva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117272","display_name":"Fraunhofer Institute for Solar Energy Systems","ror":"https://ror.org/02kfzvh91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210117272","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Oliva","raw_affiliation_strings":["Fraunhofer Institute for Solar Energy Systems (ISE),Freiburg,Germany","Fraunhofer Institute for Solar Energy Systems (ISE), Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Solar Energy Systems (ISE),Freiburg,Germany","institution_ids":["https://openalex.org/I4210117272"]},{"raw_affiliation_string":"Fraunhofer Institute for Solar Energy Systems (ISE), Freiburg, Germany","institution_ids":["https://openalex.org/I4210117272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072122045","display_name":"Angelika Altmann\u2010Dieses","orcid":"https://orcid.org/0000-0003-0400-1417"},"institutions":[{"id":"https://openalex.org/I70886390","display_name":"Karlsruhe University of Applied Sciences","ror":"https://ror.org/01c0m1t63","country_code":"DE","type":"education","lineage":["https://openalex.org/I70886390"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Angelika Altmann-Dieses","raw_affiliation_strings":["Karlsruhe University of Applied Sciences,Faculty of Management Science and Engineering,Germany","Faculty of Management Science and Engineering, Karlsruhe University of Applied Sciences, Germany","Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe University of Applied Sciences,Faculty of Management Science and Engineering,Germany","institution_ids":["https://openalex.org/I70886390"]},{"raw_affiliation_string":"Faculty of Management Science and Engineering, Karlsruhe University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I70886390"]},{"raw_affiliation_string":"Air-Conditioning, and Environmental Engineering (IKKU), Institute of Refrigeration, Karlsruhe University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I70886390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057375078","display_name":"Moritz Diehl","orcid":"https://orcid.org/0000-0001-6556-8252"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Diehl","raw_affiliation_strings":["University of Freiburg,Systems Control and Optimization Laboratory,Department of Microsystems Engineering (IMTEK),Germany","Department of Mathematics, University of Freiburg, Germany","Department of Microsystems Engineering (IMTEK), Systems Control and Optimization Laboratory, University of Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Freiburg,Systems Control and Optimization Laboratory,Department of Microsystems Engineering (IMTEK),Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Department of Mathematics, University of Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Department of Microsystems Engineering (IMTEK), Systems Control and Optimization Laboratory, University of Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075954032"],"corresponding_institution_ids":["https://openalex.org/I70886390"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10065466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1103","last_page":"1109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9984999895095825,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.6243776082992554},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.6100156903266907},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6041644811630249},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5919978618621826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.537132203578949},{"id":"https://openalex.org/keywords/thermal-energy-storage","display_name":"Thermal energy storage","score":0.5314483046531677},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5230706334114075},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4552111327648163},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.44074052572250366},{"id":"https://openalex.org/keywords/cogeneration","display_name":"Cogeneration","score":0.4357418417930603},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.3722357451915741},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3424164950847626},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2921685576438904},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.27090176939964294},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.26208531856536865},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2618269920349121},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11079540848731995}],"concepts":[{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6243776082992554},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.6100156903266907},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6041644811630249},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5919978618621826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.537132203578949},{"id":"https://openalex.org/C183287310","wikidata":"https://www.wikidata.org/wiki/Q2142963","display_name":"Thermal energy storage","level":2,"score":0.5314483046531677},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5230706334114075},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4552111327648163},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.44074052572250366},{"id":"https://openalex.org/C2776756539","wikidata":"https://www.wikidata.org/wiki/Q221620","display_name":"Cogeneration","level":4,"score":0.4357418417930603},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3722357451915741},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3424164950847626},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2921685576438904},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.27090176939964294},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.26208531856536865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2618269920349121},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11079540848731995},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc55457.2022.9837982","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc55457.2022.9837982","pdf_url":null,"source":{"id":"https://openalex.org/S4363607908","display_name":"2022 European Control Conference (ECC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/447987","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/447987","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4300000071525574,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1518426944","https://openalex.org/W1562460111","https://openalex.org/W1990958757","https://openalex.org/W1997031540","https://openalex.org/W2014607666","https://openalex.org/W2021848705","https://openalex.org/W2041818766","https://openalex.org/W2089288642","https://openalex.org/W2123871098","https://openalex.org/W2528894110","https://openalex.org/W2548321301","https://openalex.org/W2842089854","https://openalex.org/W2995865754","https://openalex.org/W3043633537","https://openalex.org/W3155859492","https://openalex.org/W4206282114","https://openalex.org/W4292175028"],"related_works":["https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W2773399470","https://openalex.org/W3116484972","https://openalex.org/W2941986668","https://openalex.org/W2047956094","https://openalex.org/W2478592842","https://openalex.org/W1980522505","https://openalex.org/W1991755389"],"abstract_inverted_index":{"This":[0],"work":[1],"investigates":[2],"the":[3,49,56,59,79,82,99,105,120,125,131,138,145,170,178,188],"solution":[4],"of":[5,20,51,58,81,94],"Mixed-Integer":[6,140,155],"Optimal":[7],"Control":[8],"Problems":[9],"(MIOCPs)":[10],"for":[11,90,192],"an":[12,113],"existing":[13],"residential":[14],"heating":[15,29,73],"network.":[16],"The":[17],"network":[18,30],"consists":[19],"several":[21],"buildings":[22,41,71,103],"that":[23,169],"are":[24,65],"interconnected":[25],"through":[26],"a":[27,32,150,154,163,174],"district":[28],"and":[31,36,92,104,129],"biomethane":[33],"combined":[34],"heat":[35,46,64,69],"power":[37],"(CHP)":[38],"plant.":[39,84,107],"All":[40],"have":[42],"access":[43],"to":[44,67,70,77,137],"decentralized":[45],"generation,":[47],"in":[48,75,115,187],"form":[50],"solar":[52],"thermal":[53],"collectors":[54],"on":[55],"rooftops":[57],"buildings.":[60],"Buildings":[61],"with":[62,72],"surplus":[63],"intended":[66],"transfer":[68],"demands":[74],"order":[76],"prevent":[78],"activation":[80],"CHP":[83,106],"Additional":[85],"storage":[86,91],"provide":[87],"further":[88],"flexibility":[89],"utilization":[93],"heat.":[95],"Binary":[96],"variables":[97],"represent":[98],"exchange":[100],"relations":[101],"between":[102],"For":[108],"this":[109],"system,":[110],"we":[111,123,148,160],"solve":[112,161],"MIOCP":[114],"two":[116],"different":[117],"ways.":[118],"On":[119,144],"one":[121],"hand,":[122,147],"keep":[124],"system":[126],"related":[127],"nonlinearities":[128],"apply":[130,149],"Combinatorial":[132],"Integral":[133],"Approximation":[134],"(CIA)":[135],"method":[136],"arising":[139],"Nonlinear":[141],"Program":[142,157],"(MINLP).":[143],"other":[146],"linear":[151],"reformulation":[152],"yielding":[153,182],"Linear":[156],"(MILP),":[158],"which":[159],"using":[162],"standard":[164],"MILP":[165,179],"solver.":[166],"We":[167],"show":[168],"MINLP":[171],"approach":[172],"has":[173],"computational":[175],"advantage":[176],"over":[177],"approach,":[180],"while":[181],"only":[183],"slightly":[184],"worse":[185],"results":[186],"single-digit":[189],"percentage":[190],"range":[191],"selected":[193],"key":[194],"figures.":[195]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
