{"id":"https://openalex.org/W4317796725","doi":"https://doi.org/10.1109/jsyst.2023.3234709","title":"Computational Performance Study on the Alternating Direction Method of Multipliers Algorithm for a Demand Response Peak Shaving Application","display_name":"Computational Performance Study on the Alternating Direction Method of Multipliers Algorithm for a Demand Response Peak Shaving Application","publication_year":2023,"publication_date":"2023-01-23","ids":{"openalex":"https://openalex.org/W4317796725","doi":"https://doi.org/10.1109/jsyst.2023.3234709"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2023.3234709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2023.3234709","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/4357939/10024522.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4267003/4357939/10024522.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072607100","display_name":"Sebastian Schwarz","orcid":"https://orcid.org/0000-0002-2890-7304"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sebastian Schwarz","raw_affiliation_strings":["Institute for Automation of Complex Power Systems, E.ON Energy Research Center, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automation of Complex Power Systems, E.ON Energy Research Center, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030410007","display_name":"Antonello Monti","orcid":"https://orcid.org/0000-0003-1914-9801"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Antonello Monti","raw_affiliation_strings":["Institute for Automation of Complex Power Systems, E.ON Energy Research Center, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automation of Complex Power Systems, E.ON Energy Research Center, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072607100"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":1.3388,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79679085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"2","first_page":"3370","last_page":"3381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9980999827384949,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9980999827384949,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9944000244140625,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9911999702453613,"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/demand-response","display_name":"Demand response","score":0.7862098217010498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7306274771690369},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5970224738121033},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.5646851062774658},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48337000608444214},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.45560967922210693},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.44380828738212585},{"id":"https://openalex.org/keywords/peaking-power-plant","display_name":"Peaking power plant","score":0.41783276200294495},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3978872299194336},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.31249356269836426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13278448581695557},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.09662449359893799},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08396956324577332}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7862098217010498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7306274771690369},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5970224738121033},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.5646851062774658},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48337000608444214},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.45560967922210693},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.44380828738212585},{"id":"https://openalex.org/C154594046","wikidata":"https://www.wikidata.org/wiki/Q18979989","display_name":"Peaking power plant","level":4,"score":0.41783276200294495},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3978872299194336},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.31249356269836426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13278448581695557},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.09662449359893799},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08396956324577332},{"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/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsyst.2023.3234709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2023.3234709","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/4357939/10024522.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/447630","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/447630","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":"journal article"}],"best_oa_location":{"id":"doi:10.1109/jsyst.2023.3234709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2023.3234709","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/4357939/10024522.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4317796725.pdf","grobid_xml":"https://content.openalex.org/works/W4317796725.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2045320154","https://openalex.org/W2344504222","https://openalex.org/W2528969357","https://openalex.org/W2611081443","https://openalex.org/W2681154277","https://openalex.org/W2737628516","https://openalex.org/W2737897482","https://openalex.org/W2790884959","https://openalex.org/W2802787526","https://openalex.org/W2888100632","https://openalex.org/W2946679493","https://openalex.org/W2972408287","https://openalex.org/W2978711305","https://openalex.org/W3004526200","https://openalex.org/W3035750906","https://openalex.org/W3047644414","https://openalex.org/W3080290283","https://openalex.org/W3088663107","https://openalex.org/W3184545914","https://openalex.org/W3210045385","https://openalex.org/W3213823622","https://openalex.org/W4210454284","https://openalex.org/W4248469565","https://openalex.org/W4292363360","https://openalex.org/W4292691059"],"related_works":["https://openalex.org/W2032085210","https://openalex.org/W3046697705","https://openalex.org/W4226431440","https://openalex.org/W3131627313","https://openalex.org/W3093688972","https://openalex.org/W3012323502","https://openalex.org/W2939108172","https://openalex.org/W2784220452","https://openalex.org/W4214604859","https://openalex.org/W2906194504"],"abstract_inverted_index":{"This":[0],"article":[1],"quantifies":[2],"and":[3,44,110,123,170,175,185],"benchmarks":[4],"the":[5,9,42,79,93,103,125,141,168],"computational":[6],"performance":[7,127],"of":[8,14,52,78,92,108,128,156,172],"distributed":[10,61,85,94,142,173],"alternating":[11],"direction":[12],"method":[13],"multipliers":[15],"(ADMM)":[16],"optimization":[17,96],"algorithm":[18,144],"applied":[19],"to":[20,49,121,148,159],"a":[21,30,37,50,84,118,131,149],"slow-dynamics":[22,181],"demand":[23,32,161,182],"response":[24,33,162,183],"peak":[25,75],"shaving":[26,76],"application.":[27],"We":[28],"propose":[29],"hierarchical":[31],"architecture,":[34],"in":[35,83,167],"which":[36],"commercial":[38,160],"aggregator":[39],"acts":[40],"as":[41],"supplier":[43],"system-level":[45],"flexibility":[46],"service":[47],"provider":[48],"portfolio":[51,80],"residential":[53],"prosumers.":[54],"The":[55,72,153],"prosumers":[56],"are":[57,155],"equipped":[58],"with":[59],"flexible":[60],"energy":[62],"resources":[63],"that":[64,140,164],"we":[65,101],"model":[66],"based":[67],"on":[68,117],"convex":[69],"operation":[70],"constraints.":[71],"optimal":[73,176],"day-ahead":[74],"control":[77,177],"is":[81,145],"realized":[82],"way":[86],"through":[87],"an":[88],"entirely":[89],"parallel":[90],"implementation":[91],"ADMM":[95,104,129,143],"algorithm.":[97],"In":[98],"this":[99],"scenario,":[100],"evaluate":[102],"algorithm's":[105],"overall":[106],"speed":[107],"convergence":[109],"conduct":[111],"multiple":[112],"large-scale":[113],"numerical":[114],"simulation":[115,137],"experiments":[116],"compute":[119],"cluster":[120],"compare":[122],"assess":[124],"algorithmic":[126],"against":[130],"centralized":[132,151],"reference":[133],"benchmark":[134],"optimization.":[135,152],"Our":[136],"results":[138],"show":[139,165],"superior":[146],"compared":[147],"purely":[150],"findings":[154],"particular":[157],"use":[158],"aggregators":[163],"interest":[166],"deployment":[169],"improvement":[171],"coordination":[174],"concepts":[178],"for":[179],"future":[180],"applications":[184],"services.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}