{"id":"https://openalex.org/W4200256519","doi":"https://doi.org/10.1109/smartgridcomm51999.2021.9632317","title":"A novel load distribution strategy for aggregators using IoT-enabled mobile devices","display_name":"A novel load distribution strategy for aggregators using IoT-enabled mobile devices","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W4200256519","doi":"https://doi.org/10.1109/smartgridcomm51999.2021.9632317"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm51999.2021.9632317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm51999.2021.9632317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2409.14293","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027491754","display_name":"Nitin Shivaraman","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nitin Shivaraman","raw_affiliation_strings":["TUMCREATE, Singapore"],"affiliations":[{"raw_affiliation_string":"TUMCREATE, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084702274","display_name":"Jakob Fittler","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jakob Fittler","raw_affiliation_strings":["Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009060138","display_name":"Saravanan Ramanathan","orcid":"https://orcid.org/0000-0002-1894-4195"},"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":"Saravanan Ramanathan","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054946593","display_name":"Arvind Easwaran","orcid":"https://orcid.org/0000-0002-9628-3847"},"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":"Arvind Easwaran","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080174920","display_name":"Sebastian Steinhorst","orcid":"https://orcid.org/0000-0002-4096-2584"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Steinhorst","raw_affiliation_strings":["Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027491754"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15556292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9997000098228455,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/testbed","display_name":"Testbed","score":0.7877475619316101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7835462093353271},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5863456726074219},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5574811100959778},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5573961734771729},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.543627142906189},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.5058131217956543},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4639347195625305},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.4495052099227905},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.43946707248687744},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4252026677131653},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4158877432346344},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4128757417201996},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3687492907047272},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26825329661369324},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18548741936683655},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.16959449648857117},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10013067722320557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09305053949356079}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7877475619316101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7835462093353271},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5863456726074219},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5574811100959778},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5573961734771729},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.543627142906189},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.5058131217956543},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4639347195625305},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.4495052099227905},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.43946707248687744},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4252026677131653},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4158877432346344},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4128757417201996},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3687492907047272},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26825329661369324},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18548741936683655},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.16959449648857117},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10013067722320557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09305053949356079},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smartgridcomm51999.2021.9632317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm51999.2021.9632317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2409.14293","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.14293","pdf_url":"https://arxiv.org/pdf/2409.14293","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2409.14293","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.14293","pdf_url":"https://arxiv.org/pdf/2409.14293","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4722470142","display_name":null,"funder_award_id":"CREATE","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200256519.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W226605842","https://openalex.org/W2011559788","https://openalex.org/W2074513827","https://openalex.org/W2082261096","https://openalex.org/W2204963357","https://openalex.org/W2335865153","https://openalex.org/W2471802579","https://openalex.org/W2514912047","https://openalex.org/W2739833396","https://openalex.org/W2757802645","https://openalex.org/W2789731659","https://openalex.org/W2892124637","https://openalex.org/W2895627464","https://openalex.org/W2952348579","https://openalex.org/W2963730561","https://openalex.org/W3114999473"],"related_works":["https://openalex.org/W1589973774","https://openalex.org/W2353074559","https://openalex.org/W2171108821","https://openalex.org/W2023642087","https://openalex.org/W2074513827","https://openalex.org/W2402141875","https://openalex.org/W3125701662","https://openalex.org/W1498762745","https://openalex.org/W148990555","https://openalex.org/W4285278887"],"abstract_inverted_index":{"The":[0,24,160],"rapid":[1],"proliferation":[2],"of":[3,107,117,169,188,211,220],"Internet-of-things":[4],"(IoT)":[5],"as":[6,8,12,68,120],"well":[7],"mobile":[9],"devices":[10,119,147],"such":[11,67],"Electric":[13],"Vehicles":[14],"(EVs),":[15],"has":[16],"led":[17],"to":[18,26,43,77,104,126,153,184,198,207],"unpredictable":[19],"load":[20,97,129],"at":[21,32,88,221],"the":[22,44,63,82,85,96,118,132,155,181,186,209],"grid.":[23],"demand":[25,41,53,103,150],"supply":[27],"ratio":[28],"is":[29,163],"particularly":[30],"exacerbated":[31],"a":[33,89,121,190,213,217],"few":[34,90],"grid":[35],"aggregators":[36,91,100],"(charging":[37],"stations)":[38],"with":[39,174],"excessive":[40],"due":[42],"geographic":[45,79],"location,":[46],"peak":[47],"time,":[48],"etc.":[49],"Existing":[50],"solutions":[51,175,206],"on":[52,61,84,149,165],"response":[54],"cannot":[55],"achieve":[56],"significant":[57],"improvements":[58],"based":[59,148],"only":[60],"time-shifting":[62],"loads.":[64],"Device":[65],"properties":[66,116],"charging":[69],"modes":[70],"and":[71,130,151,172,203,216],"movement":[72,106],"capabilities":[73],"can":[74,92],"be":[75],"exploited":[76],"enable":[78],"migration.":[80],"Additionally,":[81],"information":[83],"spare":[86],"capacity":[87],"aid":[93],"in":[94,158],"re-channeling":[95],"from":[98,176],"other":[99,204],"facing":[101],"excess":[102,128],"allow":[105],"devices.":[108,137],"In":[109],"this":[110],"paper,":[111],"we":[112],"model":[113],"these":[114],"flexible":[115],"mixed-integer":[122],"non-linear":[123],"problem":[124],"(MINLP)":[125],"minimize":[127,154],"improve":[131],"utility":[133],"(benefit)":[134],"across":[135],"all":[136],"We":[138],"propose":[139],"an":[140,166,177],"online":[141],"distributed":[142],"low-complexity":[143],"heuristic":[144,162],"that":[145],"prioritizes":[146],"deadlines":[152],"cumulative":[156],"loss":[157,218],"utility.":[159],"proposed":[161,201],"tested":[164],"exhaustive":[167],"set":[168],"synthetic":[170],"data":[171,195],"compared":[173],"optimization":[178],"solver":[179],"for":[180],"same":[182],"runtime":[183],"show":[185,208],"impracticality":[187],"using":[189],"solver.":[191],"Real-world":[192],"EV":[193],"testbed":[194],"was":[196],"used":[197],"test":[199],"our":[200],"solution":[202],"scheduling":[205],"practicality":[210],"generating":[212],"feasible":[214],"schedule":[215],"improvement":[219],"least":[222],"57.23%.":[223]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
