{"id":"https://openalex.org/W2950825778","doi":"https://doi.org/10.1145/3307772.3331021","title":"Industrial Demand-Side Flexibility","display_name":"Industrial Demand-Side Flexibility","publication_year":2019,"publication_date":"2019-06-13","ids":{"openalex":"https://openalex.org/W2950825778","doi":"https://doi.org/10.1145/3307772.3331021","mag":"2950825778"},"language":"en","primary_location":{"id":"doi:10.1145/3307772.3331021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307772.3331021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Future Energy Systems","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/A5081705123","display_name":"Nicole Ludwig","orcid":"https://orcid.org/0000-0003-3230-8918"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nicole Ludwig","raw_affiliation_strings":["Institute for Automation and Applied Informatics, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automation and Applied Informatics, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019738904","display_name":"Lukas Barth","orcid":"https://orcid.org/0000-0002-2802-7825"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Barth","raw_affiliation_strings":["Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045460793","display_name":"Dorothea Wagner","orcid":"https://orcid.org/0000-0002-9141-7076"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dorothea Wagner","raw_affiliation_strings":["Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014228448","display_name":"Veit Hagenmeyer","orcid":"https://orcid.org/0000-0002-3572-9083"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Veit Hagenmeyer","raw_affiliation_strings":["Institute for Automation and Applied Informatics, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automation and Applied Informatics, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081705123"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":1.3115,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80833994,"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":"460","last_page":"473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11053","display_name":"Process Optimization and Integration","score":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.7306976318359375},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6651179194450378},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6146770715713501},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5189352035522461},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.49676352739334106},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4652676582336426},{"id":"https://openalex.org/keywords/demand-side","display_name":"Demand side","score":0.4590394198894501},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.39322778582572937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3925512731075287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15230920910835266},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.07820358872413635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7306976318359375},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6651179194450378},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6146770715713501},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5189352035522461},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.49676352739334106},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4652676582336426},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.4590394198894501},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39322778582572937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3925512731075287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15230920910835266},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07820358872413635},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3307772.3331021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3307772.3331021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1673910219","display_name":null,"funder_award_id":"Research Training Group 2153","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W193608259","https://openalex.org/W1673310716","https://openalex.org/W1881737530","https://openalex.org/W1972434885","https://openalex.org/W1973131489","https://openalex.org/W1980685468","https://openalex.org/W1993756545","https://openalex.org/W2006761268","https://openalex.org/W2028904582","https://openalex.org/W2044982174","https://openalex.org/W2055134499","https://openalex.org/W2055167164","https://openalex.org/W2076498178","https://openalex.org/W2225721151","https://openalex.org/W2403397998","https://openalex.org/W2486584608","https://openalex.org/W2750961932","https://openalex.org/W2770128709","https://openalex.org/W2800892045","https://openalex.org/W2803352260","https://openalex.org/W2804170114","https://openalex.org/W2944986055","https://openalex.org/W2950825778"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2371712192","https://openalex.org/W2525360037","https://openalex.org/W1024193751","https://openalex.org/W1470192148","https://openalex.org/W2369224372"],"abstract_inverted_index":{"To":[0,22],"cope":[1],"with":[2,34,60,81],"the":[3,18,38,42,65,117],"new":[4,24,71],"demands":[5],"of":[6,41,78,93,116],"an":[7,113],"electrical":[8],"grid":[9],"based":[10,87],"on":[11,17,88],"mostly":[12],"renewable":[13],"energy,":[14],"more":[15],"flexibility":[16,40,82],"demand-side":[19,25],"is":[20,125],"needed.":[21,45],"test":[23],"management":[26],"strategies,":[27],"energy":[28],"consumption":[29],"data":[30,48,73,91,119],"sets":[31,49],"which":[32,100],"come":[33],"some":[35],"information":[36],"about":[37],"inherent":[39],"processes,":[43],"are":[44,50,86],"However,":[46],"such":[47],"often":[51],"commercially":[52],"sensitive":[53],"and":[54,121],"thus":[55],"not":[56],"published":[57],"or":[58],"replaced":[59],"entirely":[61],"artificial":[62],"data.":[63],"In":[64],"present":[66],"paper,":[67],"we":[68,101],"introduce":[69],"a":[70,89,94,106],"benchmark":[72,118],"set":[74,92,120],"containing":[75],"scheduling":[76,130],"scenarios":[77],"industrial":[79,97],"processes":[80],"information.":[83],"The":[84],"instances":[85],"real-world":[90],"small":[95],"scale":[96],"facility,":[98],"from":[99],"extract":[102],"process":[103],"characteristics":[104],"using":[105],"novel":[107],"motif":[108],"discovery":[109],"technique.":[110],"We":[111],"provide":[112],"in-depth":[114],"analysis":[115],"show":[122],"that":[123],"it":[124],"suitable":[126],"to":[127],"evaluate":[128],"smart-grid":[129],"techniques.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}