{"id":"https://openalex.org/W303482015","doi":"https://doi.org/10.1109/tii.2015.2431219","title":"A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses","display_name":"A Cooperative Demand Response Scheme Using Punishment Mechanism and Application to Industrial Refrigerated Warehouses","publication_year":2015,"publication_date":"2015-05-08","ids":{"openalex":"https://openalex.org/W303482015","doi":"https://doi.org/10.1109/tii.2015.2431219","mag":"303482015"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2015.2431219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2431219","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt34p35679/qt34p35679.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058648644","display_name":"Kai Ma","orcid":"https://orcid.org/0000-0003-3517-5620"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kai Ma","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050664552","display_name":"Guoqiang Hu","orcid":"https://orcid.org/0000-0002-8618-5581"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guoqiang Hu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013076652","display_name":"Costas J. Spanos","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Costas J. Spanos","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","Department of Electrical Engineering and Computer Sciences,University of California, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences,University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058648644"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.4014,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64932514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"6","first_page":"1520","last_page":"1531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994000196456909,"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":0.9994000196456909,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9027000069618225,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.8783075213432312},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.5810428857803345},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.5566648244857788},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5561180114746094},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5434432625770569},{"id":"https://openalex.org/keywords/best-response","display_name":"Best response","score":0.5355327725410461},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5306709408760071},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4842957556247711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42064327001571655},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3219694495201111},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.28387776017189026},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.26254594326019287},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.21548759937286377},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1368694305419922},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07185617089271545}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.8783075213432312},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.5810428857803345},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.5566648244857788},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5561180114746094},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5434432625770569},{"id":"https://openalex.org/C32407928","wikidata":"https://www.wikidata.org/wiki/Q2733833","display_name":"Best response","level":3,"score":0.5355327725410461},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5306709408760071},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4842957556247711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42064327001571655},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3219694495201111},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28387776017189026},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.26254594326019287},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.21548759937286377},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1368694305419922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07185617089271545},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2015.2431219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2431219","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt34p35679","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/34p35679","pdf_url":"https://escholarship.org/content/qt34p35679/qt34p35679.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"mag:303482015","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/34p35679.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt34p35679","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/34p35679","pdf_url":"https://escholarship.org/content/qt34p35679/qt34p35679.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3057398149","display_name":null,"funder_award_id":"61203104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W303482015.pdf","grobid_xml":"https://content.openalex.org/works/W303482015.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W30539050","https://openalex.org/W1541754180","https://openalex.org/W1556107429","https://openalex.org/W1600062675","https://openalex.org/W1967831571","https://openalex.org/W1967841453","https://openalex.org/W1970705460","https://openalex.org/W1980943415","https://openalex.org/W1982280176","https://openalex.org/W1984560471","https://openalex.org/W1992543533","https://openalex.org/W1997898472","https://openalex.org/W2000463465","https://openalex.org/W2010739835","https://openalex.org/W2016038157","https://openalex.org/W2023409181","https://openalex.org/W2036001459","https://openalex.org/W2036352166","https://openalex.org/W2042420160","https://openalex.org/W2050495423","https://openalex.org/W2055947209","https://openalex.org/W2062100562","https://openalex.org/W2067472954","https://openalex.org/W2068060907","https://openalex.org/W2072402145","https://openalex.org/W2077429074","https://openalex.org/W2077537699","https://openalex.org/W2080331288","https://openalex.org/W2088077079","https://openalex.org/W2101060125","https://openalex.org/W2104548541","https://openalex.org/W2110330152","https://openalex.org/W2115700971","https://openalex.org/W2118756165","https://openalex.org/W2127647074","https://openalex.org/W2140634820","https://openalex.org/W2145725672","https://openalex.org/W2147262640","https://openalex.org/W2155556726","https://openalex.org/W2159645006","https://openalex.org/W2168257715","https://openalex.org/W4229706427","https://openalex.org/W4234761190","https://openalex.org/W6641553543","https://openalex.org/W6647029432","https://openalex.org/W6652434929","https://openalex.org/W6670901040"],"related_works":["https://openalex.org/W2183242318","https://openalex.org/W1982280176","https://openalex.org/W2029750216","https://openalex.org/W2081649771","https://openalex.org/W2908365211","https://openalex.org/W2946808087","https://openalex.org/W1994426176","https://openalex.org/W2584066743","https://openalex.org/W3006320015","https://openalex.org/W2072248223","https://openalex.org/W2390199828","https://openalex.org/W2041603648","https://openalex.org/W2104548541","https://openalex.org/W2735492343","https://openalex.org/W2011154595","https://openalex.org/W2897973428","https://openalex.org/W2236785114","https://openalex.org/W1972523164","https://openalex.org/W1510732983","https://openalex.org/W2240594803"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,21,27],"cooperative":[4],"demand":[5,47,141],"response":[6,29,38,52,142],"(CDR)":[7],"scheme":[8,17,80,95,110,120],"for":[9,32],"load":[10,85],"management":[11,48,86],"in":[12,96,136],"smart":[13],"grid.":[14],"The":[15],"CDR":[16,79,94,109,119],"is":[18,81],"formulated":[19],"as":[20],"constrained":[22],"optimization":[23],"problem":[24],"that":[25,117],"generates":[26],"Pareto-optimal":[28,51],"strategy":[30,39,53],"profile":[31],"consumers.":[33,60,76],"Comparing":[34],"with":[35,138],"the":[36,45,50,55,59,70,74,78,93,101,108,118,123,127,132,139],"noncooperative":[37,71,140],"(i.e.,":[40],"Nash":[41],"equilibrium)":[42],"obtained":[43],"from":[44],"one-shot":[46],"game,":[49],"reduces":[54],"electricity":[56,124,128],"costs":[57],"to":[58,68,83],"We":[61],"further":[62],"develop":[63],"an":[64],"incentive-compatible":[65],"trigger-and-punishment":[66],"mechanism":[67],"avoid":[69],"behaviors":[72],"of":[73,87],"selfish":[75],"Furthermore,":[77],"applied":[82],"achieve":[84],"industrial":[88],"refrigerated":[89,102],"warehouses.":[90],"To":[91],"implement":[92],"large-scale":[97],"systems,":[98],"we":[99],"group":[100],"warehouses":[103],"into":[104],"clusters":[105],"and":[106,130],"utilize":[107],"within":[111],"each":[112],"cluster.":[113],"Numerical":[114],"results":[115],"demonstrate":[116],"can":[121],"reduce":[122],"costs,":[125],"drop":[126],"prices,":[129],"curtail":[131],"total":[133],"energy":[134],"consumption":[135],"comparison":[137],"scheme.":[143]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
