{"id":"https://openalex.org/W4283219995","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798328","title":"Dynamic Load Combined Prediction Framework with Collaborative Cloud-Edge for Microgrid","display_name":"Dynamic Load Combined Prediction Framework with Collaborative Cloud-Edge for Microgrid","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4283219995","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798328"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps54753.2022.9798328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798328","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5102930564","display_name":"Wenjing Hou","orcid":"https://orcid.org/0000-0002-1186-2373"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjing Hou","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102344364","display_name":"Hong Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Wen","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070506875","display_name":"Ning Zhang","orcid":"https://orcid.org/0000-0003-0366-4657"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["University of Windsor,Department of Electrical and Computer Engineering,Windsor,ON,Canada,N9B 3P4"],"affiliations":[{"raw_affiliation_string":"University of Windsor,Department of Electrical and Computer Engineering,Windsor,ON,Canada,N9B 3P4","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034048016","display_name":"Wenxin Lei","orcid":"https://orcid.org/0000-0002-9559-9890"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Lei","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074603154","display_name":"Haojie Lin","orcid":"https://orcid.org/0009-0004-4525-0289"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojie Lin","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Aeronautics and Astronautics,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102930564"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.6445,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5457344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9987999796867371,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9922999739646912,"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/computer-science","display_name":"Computer science","score":0.8055064082145691},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7699168920516968},{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.6585667133331299},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6225014328956604},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.566965639591217},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5458640456199646},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5449274182319641},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5121643543243408},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48120787739753723},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.44960832595825195},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43197354674339294},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4268798232078552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3801416754722595},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36541444063186646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3552943766117096},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35373491048812866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11570656299591064},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09260573983192444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8055064082145691},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7699168920516968},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.6585667133331299},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6225014328956604},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.566965639591217},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5458640456199646},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5449274182319641},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5121643543243408},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48120787739753723},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.44960832595825195},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43197354674339294},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4268798232078552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3801416754722595},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36541444063186646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3552943766117096},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35373491048812866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11570656299591064},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09260573983192444},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps54753.2022.9798328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798328","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2946759045","https://openalex.org/W2948332817","https://openalex.org/W3001514529"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W3214037210"],"abstract_inverted_index":{"Electric":[0],"load":[1],"forecasting":[2],"has":[3,41],"emerged":[4],"as":[5],"a":[6,60,106,133],"critical":[7],"enabler":[8],"of":[9,18,78,89,151],"decision-making":[10],"and":[11,36,84,148],"scheduling":[12],"for":[13],"smart":[14],"grids.":[15],"However,":[16],"most":[17],"the":[19,30,49,75,85,94,114,146,152],"existing":[20],"deep":[21],"learning":[22],"electricity":[23],"prediction":[24,63,80,91,116,136],"methods":[25],"are":[26],"trained":[27],"offline":[28,90],"in":[29,45],"cloud,":[31],"which":[32,129],"causes":[33],"network":[34,50],"congestion":[35],"long":[37],"latency.":[38],"Edge":[39],"computing":[40],"shown":[42],"great":[43],"potential":[44],"training":[46],"models":[47,81,92],"at":[48],"edge":[51,83,124],"to":[52,73],"ensure":[53],"real-time.":[54],"In":[55],"this":[56,119],"paper,":[57],"we":[58,121,130],"propose":[59],"dynamic":[61,134],"combined":[62,135],"framework":[64,98],"based":[65,138],"on":[66,82,93,128,139],"sparse":[67,107,140],"anomaly":[68,108,141],"sensing":[69,109],"with":[70],"cloud-edge":[71],"collaboration":[72],"exploit":[74],"real-time":[76],"characteristic":[77],"online":[79],"strong":[86],"predictive":[87],"ability":[88],"cloud.":[95],"The":[96],"proposed":[97,153],"can":[99],"reasonably":[100],"process":[101],"abnormal":[102],"data":[103],"by":[104],"incorporating":[105],"approach,":[110],"thus":[111],"further":[112],"improving":[113],"model":[115],"capability.":[117],"For":[118],"demo,":[120],"develop":[122],"an":[123],"computing-based":[125],"microgrid":[126],"platform":[127],"have":[131],"implemented":[132],"scheme":[137],"sensing.":[142],"Experimental":[143],"results":[144],"verify":[145],"practicability":[147],"feasibility":[149],"performance":[150],"scheme.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
