{"id":"https://openalex.org/W4407783794","doi":"https://doi.org/10.1109/ispa63168.2024.00193","title":"Distributed Energy Management for Carbon Neutral Data Centers","display_name":"Distributed Energy Management for Carbon Neutral Data Centers","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4407783794","doi":"https://doi.org/10.1109/ispa63168.2024.00193"},"language":"en","primary_location":{"id":"doi:10.1109/ispa63168.2024.00193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa63168.2024.00193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)","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/A5079589251","display_name":"Chuyi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuyi Liu","raw_affiliation_strings":["Inner Mongolia University of Technology,Huhhot,China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia University of Technology,Huhhot,China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103078357","display_name":"Jianxiong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Wan","raw_affiliation_strings":["Inner Mongolia University of Technology,Huhhot,China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia University of Technology,Huhhot,China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003504134","display_name":"Leixiao Li","orcid":"https://orcid.org/0000-0002-5137-4008"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leixiao Li","raw_affiliation_strings":["Inner Mongolia University of Technology,Huhhot,China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia University of Technology,Huhhot,China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111146473","display_name":"Guanyu Ren","orcid":"https://orcid.org/0009-0001-5313-3558"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyu Ren","raw_affiliation_strings":["Inner Mongolia University of Technology,Huhhot,China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia University of Technology,Huhhot,China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100367705","display_name":"Xiaolei Wang","orcid":"https://orcid.org/0000-0001-8743-5653"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Wang","raw_affiliation_strings":["Inner Mongolia University of Technology,Huhhot,China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia University of Technology,Huhhot,China","institution_ids":["https://openalex.org/I55654194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079589251"],"corresponding_institution_ids":["https://openalex.org/I55654194"],"apc_list":null,"apc_paid":null,"fwci":1.0848,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80859128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1433","last_page":"1438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4694380760192871},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4608802795410156},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.44839680194854736},{"id":"https://openalex.org/keywords/carbon-fibers","display_name":"Carbon fibers","score":0.4299238920211792},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3580540120601654},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14130255579948425},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09897676110267639}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4694380760192871},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4608802795410156},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.44839680194854736},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.4299238920211792},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3580540120601654},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14130255579948425},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09897676110267639},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispa63168.2024.00193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa63168.2024.00193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7099999785423279,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322868","display_name":"Natural Science Foundation of Inner Mongolia","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1971162900","https://openalex.org/W1985134360","https://openalex.org/W1997674351","https://openalex.org/W2051101806","https://openalex.org/W2059577341","https://openalex.org/W2064452287","https://openalex.org/W2065403066","https://openalex.org/W2284351912","https://openalex.org/W2615330612","https://openalex.org/W2621092124","https://openalex.org/W2887278837","https://openalex.org/W2900299638","https://openalex.org/W3113007907","https://openalex.org/W3116525244","https://openalex.org/W4205145371","https://openalex.org/W4213116077","https://openalex.org/W4284963799","https://openalex.org/W4317384992","https://openalex.org/W6738796088"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2354768891","https://openalex.org/W4229332389","https://openalex.org/W1510108650","https://openalex.org/W2322968447","https://openalex.org/W2356819012"],"abstract_inverted_index":{"With":[0],"the":[1,22,81,90,123,139],"continuous":[2],"expansion":[3],"of":[4,16,25,65,131,138],"data":[5,26,42,58,62,77,120],"centers,":[6,59],"their":[7],"carbon":[8,23,82,85],"emission":[9,24,33],"becomes":[10],"a":[11,31,50,95,105,128],"serious":[12],"issue.":[13],"A":[14],"number":[15],"studies":[17],"are":[18],"committing":[19],"to":[20,41,143],"reduce":[21],"centers.":[27,43],"Carbon":[28],"trading":[29],"is":[30],"promising":[32],"reduction":[34],"technique":[35],"which":[36],"is,":[37],"however,":[38],"seldom":[39],"applied":[40],"To":[44],"bridge":[45],"this":[46],"gap,":[47],"we":[48,88],"propose":[49],"carbon-neutral":[51],"architecture":[52],"DC<sup":[53,124],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[54,125],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[55,126],"for":[56,71,76,84],"distributed":[57,106],"where":[60],"each":[61],"center":[63,78],"consists":[64],"three":[66],"subsystems,":[67],"i.e.,":[68],"energy":[69,72,91],"subsystem":[70,75,83],"supply,":[73],"thermal":[74],"cooling":[79],"and":[80,103,133],"trading.":[86],"Then,":[87],"formulate":[89],"management":[92],"problem":[93],"as":[94],"Decentralized":[96],"Partially":[97],"Observable":[98],"Markov":[99],"Decision":[100],"Processe":[101],"(Dec-POMDP)":[102],"develop":[104],"solution":[107],"framework":[108],"using":[109],"Multi-Agent":[110],"Deep":[111],"Deterministic":[112],"Policy":[113],"Gradient":[114],"(MAD-DPG).":[115],"Finally,":[116],"simulations":[117],"on":[118],"real-world":[119],"shows":[121],"that":[122],"provides":[127],"cost":[129,141],"saving":[130],"8.16%,":[132],"applying":[134],"MADDPG":[135],"saves":[136],"10.04%":[137],"overall":[140],"compared":[142],"Independent":[144],"MADDPG.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
