{"id":"https://openalex.org/W4408354275","doi":"https://doi.org/10.1109/icassp49660.2025.10889393","title":"Generative Diffusion Model-based Energy Management in Networked Energy Systems","display_name":"Generative Diffusion Model-based Energy Management in Networked Energy Systems","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354275","doi":"https://doi.org/10.1109/icassp49660.2025.10889393"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101690931","display_name":"Xinyu Lu","orcid":"https://orcid.org/0000-0001-8298-6923"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyu Lu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101301828","display_name":"Zhanbo Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanbo Feng","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101598822","display_name":"Jiawei Sun","orcid":"https://orcid.org/0000-0003-1332-6758"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Sun","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062969662","display_name":"Jiong Lou","orcid":"https://orcid.org/0000-0001-9245-2626"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiong Lou","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783501","display_name":"Chentao Wu","orcid":"https://orcid.org/0000-0002-6882-3754"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chentao Wu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022478702","display_name":"Wugedele Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108760","display_name":"Hohhot Minzu College","ror":"https://ror.org/01qhcb906","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108760"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wugedele Bao","raw_affiliation_strings":["Hohhot Minzu College"],"affiliations":[{"raw_affiliation_string":"Hohhot Minzu College","institution_ids":["https://openalex.org/I4210108760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100679241","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-4974-6116"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101690931"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.7467,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69341175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9556000232696533,"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":0.9556000232696533,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9204999804496765,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9139000177383423,"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":0.6906556487083435},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5283297300338745},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4651046693325043},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.408282071352005},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09631529450416565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6906556487083435},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5283297300338745},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4651046693325043},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.408282071352005},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09631529450416565},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8600000143051147}],"awards":[],"funders":[{"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":18,"referenced_works":["https://openalex.org/W2937937342","https://openalex.org/W3016048674","https://openalex.org/W4250589301","https://openalex.org/W4318820994","https://openalex.org/W4360584112","https://openalex.org/W4372260123","https://openalex.org/W4379056986","https://openalex.org/W4385696000","https://openalex.org/W4388011670","https://openalex.org/W4390490510","https://openalex.org/W4396817538","https://openalex.org/W6741002519","https://openalex.org/W6747473740","https://openalex.org/W6752153330","https://openalex.org/W6774524600","https://openalex.org/W6779823529","https://openalex.org/W6862036971","https://openalex.org/W6868711230"],"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":{"In":[0],"recent":[1],"years,":[2],"the":[3,11,24,35,45,49,56,113,130],"proliferation":[4],"of":[5,27,37,52,94,132],"renewable":[6],"energy":[7,15,28,64,77,84,138],"sources":[8],"has":[9],"heightened":[10],"focus":[12],"on":[13,68,101],"networked":[14,76,137],"systems.":[16,78],"These":[17],"systems":[18],"face":[19],"significant":[20],"challenges":[21,46],"due":[22],"to":[23,74,82,112,124],"unpredictable":[25],"nature":[26,51],"generation":[29],"and":[30,41,55,86,104,116],"consumption,":[31],"as":[32,34],"well":[33],"complexity":[36],"managing":[38],"numerous":[39],"components":[40],"parameters.":[42],"To":[43],"address":[44],"associated":[47],"with":[48],"time-consuming":[50],"optimization":[53],"problems":[54],"expansive":[57],"solution":[58],"space,":[59],"we":[60],"propose":[61],"an":[62],"innovative":[63],"management":[65],"method":[66,96],"based":[67],"a":[69,107,117],"generative":[70,133],"diffusion":[71,134],"model":[72,115],"applicable":[73],"general":[75],"This":[79,127],"approach":[80],"aims":[81],"balance":[83],"supply":[85],"demand":[87],"while":[88],"minimizing":[89],"transmission":[90],"costs.":[91],"The":[92],"efficacy":[93],"this":[95],"is":[97],"validated":[98],"through":[99],"evaluations":[100],"real-world":[102],"datasets":[103],"simulations,":[105],"demonstrating":[106],"26.6%":[108],"cost":[109],"reduction":[110],"compared":[111,123],"state-of-the-art":[114],"62.8%":[118],"decrease":[119],"in":[120,136],"execution":[121],"time":[122],"existing":[125],"optimizers.":[126],"research":[128],"highlights":[129],"potential":[131],"techniques":[135],"management.":[139],"Code:":[140],"https://github.com/gale13/GEM.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}