{"id":"https://openalex.org/W4407068900","doi":"https://doi.org/10.1186/s42162-025-00471-2","title":"Design and optimization of distributed energy management system based on edge computing and machine learning","display_name":"Design and optimization of distributed energy management system based on edge computing and machine learning","publication_year":2025,"publication_date":"2025-02-02","ids":{"openalex":"https://openalex.org/W4407068900","doi":"https://doi.org/10.1186/s42162-025-00471-2"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-025-00471-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00471-2","pdf_url":"https://link.springer.com/content/pdf/10.1186/s42162-025-00471-2.pdf","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s42162-025-00471-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101890757","display_name":"Nan Feng","orcid":"https://orcid.org/0000-0001-5646-0397"},"institutions":[{"id":"https://openalex.org/I4210107780","display_name":"Xi'an Medical University","ror":"https://ror.org/01fmc2233","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210107780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Feng","raw_affiliation_strings":["School of Health Services Management, Xi\u2019an Medical University, Xi\u2019an, 710021, China","School of Health Services Management, Xi'an Medical University, Xi'an, 710021, China"],"affiliations":[{"raw_affiliation_string":"School of Health Services Management, Xi\u2019an Medical University, Xi\u2019an, 710021, China","institution_ids":["https://openalex.org/I4210107780"]},{"raw_affiliation_string":"School of Health Services Management, Xi'an Medical University, Xi'an, 710021, China","institution_ids":["https://openalex.org/I4210107780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036498816","display_name":"Conglin Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Conglin Ran","raw_affiliation_strings":["School of Education, Jiujiang University, Jiujiang, 332005, China"],"affiliations":[{"raw_affiliation_string":"School of Education, Jiujiang University, Jiujiang, 332005, China","institution_ids":["https://openalex.org/I134626604"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101890757"],"corresponding_institution_ids":["https://openalex.org/I4210107780"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":27.2911,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.99571139,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.977400004863739,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.977400004863739,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9456999897956848,"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/T14155","display_name":"Advanced Technology in Applications","score":0.9138000011444092,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6023138165473938},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4901603162288666},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.44656825065612793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3681778311729431},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35666435956954956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11913162469863892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6023138165473938},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4901603162288666},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44656825065612793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3681778311729431},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35666435956954956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11913162469863892},{"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:10.1186/s42162-025-00471-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00471-2","pdf_url":"https://link.springer.com/content/pdf/10.1186/s42162-025-00471-2.pdf","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3cae794725a940db94012d13b4182d67","is_oa":true,"landing_page_url":"https://doaj.org/article/3cae794725a940db94012d13b4182d67","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Informatics, Vol 8, Iss 1, Pp 1-18 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-025-00471-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00471-2","pdf_url":"https://link.springer.com/content/pdf/10.1186/s42162-025-00471-2.pdf","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407068900.pdf","grobid_xml":"https://content.openalex.org/works/W4407068900.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W125869453","https://openalex.org/W2040800665","https://openalex.org/W4285265206","https://openalex.org/W4387721631","https://openalex.org/W4388535099","https://openalex.org/W4389522634","https://openalex.org/W4390628672","https://openalex.org/W4391242108","https://openalex.org/W4391333625","https://openalex.org/W4391492026","https://openalex.org/W4393037087","https://openalex.org/W4394601247","https://openalex.org/W4394790067","https://openalex.org/W4396216554","https://openalex.org/W4396631831","https://openalex.org/W4396771471","https://openalex.org/W4398189928","https://openalex.org/W4399007592","https://openalex.org/W4399253125","https://openalex.org/W4399351151","https://openalex.org/W4399769993","https://openalex.org/W4399983033","https://openalex.org/W4400077135","https://openalex.org/W4400239513","https://openalex.org/W4400676974","https://openalex.org/W4400723309","https://openalex.org/W4405318351","https://openalex.org/W4405356565","https://openalex.org/W4405527018","https://openalex.org/W4405527970","https://openalex.org/W4405624873"],"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/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,9,25,48,104,134,155,164,189,205,220,225,233,262],"continuous":[2],"growth":[3],"of":[4,12,29,52,63,130,157,194,200,207,219,237],"global":[5],"energy":[6,16,54,65,86,111,114,132,139,150,160,183,196,222,238,257],"demand":[7],"and":[8,27,40,50,72,75,84,94,116,148,191,210,229,231,235,260],"rapid":[10],"development":[11],"renewable":[13],"energy,":[14],"traditional":[15,145,175],"management":[17,55,66,239],"systems":[18],"are":[19,44],"facing":[20],"enormous":[21],"challenges,":[22,37],"especially":[23],"in":[24,47,109,154,159,204,265],"scheduling":[26,87,129,146,258],"optimization":[28,51],"distributed":[30,53,64,131,195,221],"energy.":[31],"In":[32,162],"order":[33],"to":[34,174,214,249,255],"meet":[35],"these":[36],"edge":[38,70,97,208],"computing":[39,71,209,227],"machine":[41,73,124,211,252],"learning":[42,125,212,253],"technology":[43,213],"widely":[45],"used":[46],"design":[49,61],"systems.":[56,197],"This":[57],"paper":[58],"proposes":[59],"a":[60],"scheme":[62],"system":[67,79,106,118,135,165],"based":[68],"on":[69,96],"learning,":[74],"optimizes":[76],"it.":[77],"The":[78,99,198],"reduces":[80],"data":[81,92],"transmission":[82],"latency":[83],"improves":[85],"efficiency":[88],"by":[89,122,152,171],"performing":[90],"real-time":[91,216],"processing":[93],"analysis":[95],"devices.":[98],"experimental":[100],"results":[101],"show":[102],"that":[103],"proposed":[105],"performs":[107],"outstandingly":[108],"optimizing":[110],"allocation,":[112],"reducing":[113],"consumption,":[115],"improving":[117],"response":[119,166],"speed.":[120],"Specifically,":[121],"using":[123],"algorithms":[126,254],"for":[127],"dynamic":[128],"resources,":[133],"can":[136,245],"achieve":[137,215],"an":[138],"utilization":[140],"rate":[141],"12%":[142],"higher":[143],"than":[144],"methods,":[147],"reduce":[149,182,224],"waste":[151],"18%":[153],"event":[156],"fluctuations":[158],"demand.":[161],"addition,":[163],"time":[167],"has":[168],"been":[169],"improved":[170],"30%":[172],"compared":[173],"cloud-based":[176],"solutions.":[177],"These":[178],"optimizations":[179],"not":[180],"only":[181],"costs,":[184],"but":[185],"also":[186],"effectively":[187],"enhance":[188],"sustainability":[190],"intelligence":[192],"level":[193],"contribution":[199],"this":[201],"research":[202,244],"lies":[203],"combination":[206],"optimal":[217],"control":[218],"system,":[223],"system\u2019s":[226,263],"load":[228],"delay,":[230],"improve":[232,261],"accuracy":[234],"flexibility":[236],"through":[240],"data-driven":[241],"methods.":[242],"Future":[243],"further":[246],"explore":[247],"how":[248],"integrate":[250],"multiple":[251],"optimize":[256],"strategies":[259],"adaptability":[264],"complex":[266],"environments.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
