{"id":"https://openalex.org/W3045503318","doi":"https://doi.org/10.1109/jsyst.2020.3009699","title":"Joint Peak Clipping and Load Scheduling Based on User Behavior Monitoring in an IoT Platform","display_name":"Joint Peak Clipping and Load Scheduling Based on User Behavior Monitoring in an IoT Platform","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3045503318","doi":"https://doi.org/10.1109/jsyst.2020.3009699","mag":"3045503318"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2020.3009699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3009699","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-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/A5026853380","display_name":"Mahshid Mehr Nezhad","orcid":"https://orcid.org/0000-0001-6604-1743"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mahshid Mehr Nezhad","raw_affiliation_strings":["Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066466154","display_name":"Mohammad Hossein Yaghmaee","orcid":"https://orcid.org/0000-0002-0111-1357"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Hossein Yaghmaee Moghaddam","raw_affiliation_strings":["Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mohsen Asadi","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Asadi","raw_affiliation_strings":["Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026853380"],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":null,"apc_paid":null,"fwci":0.9361,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74823299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"1202","last_page":"1213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T12238","display_name":"Green IT and Sustainability","score":0.9973999857902527,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9850999712944031,"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/testbed","display_name":"Testbed","score":0.7812905311584473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7192286252975464},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5840346217155457},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5710159540176392},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5396265387535095},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.47177577018737793},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.43064090609550476},{"id":"https://openalex.org/keywords/clipping","display_name":"Clipping (morphology)","score":0.4297102689743042},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4248591363430023},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38148033618927},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3588200509548187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20187634229660034}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7812905311584473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7192286252975464},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5840346217155457},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5710159540176392},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5396265387535095},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.47177577018737793},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.43064090609550476},{"id":"https://openalex.org/C2776848632","wikidata":"https://www.wikidata.org/wiki/Q853463","display_name":"Clipping (morphology)","level":2,"score":0.4297102689743042},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4248591363430023},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38148033618927},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3588200509548187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20187634229660034},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2020.3009699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3009699","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1968785194","https://openalex.org/W1970528283","https://openalex.org/W1974464111","https://openalex.org/W1998558420","https://openalex.org/W2001165656","https://openalex.org/W2047259073","https://openalex.org/W2049827144","https://openalex.org/W2067461352","https://openalex.org/W2068060907","https://openalex.org/W2069196576","https://openalex.org/W2074544703","https://openalex.org/W2075298750","https://openalex.org/W2098152062","https://openalex.org/W2102119439","https://openalex.org/W2119436991","https://openalex.org/W2120885393","https://openalex.org/W2158733823","https://openalex.org/W2296319761","https://openalex.org/W2400829371","https://openalex.org/W2527274488","https://openalex.org/W2542151656","https://openalex.org/W2566115223","https://openalex.org/W2570025844","https://openalex.org/W2586954615","https://openalex.org/W2600712084","https://openalex.org/W2774787369","https://openalex.org/W2776069847","https://openalex.org/W2785621755","https://openalex.org/W2892460651","https://openalex.org/W2897445962","https://openalex.org/W2964180302","https://openalex.org/W4285719527","https://openalex.org/W6662397699","https://openalex.org/W6731535517","https://openalex.org/W6733836255"],"related_works":["https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2883256816","https://openalex.org/W2152313554","https://openalex.org/W1509300825","https://openalex.org/W3092582874","https://openalex.org/W2065450024","https://openalex.org/W4214747436","https://openalex.org/W2953002963"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,17,69,92,157],"demand-side":[4],"management":[5,10],"(DSM)":[6],"mechanism":[7],"for":[8,68,77,172],"energy":[9],"based":[11,100,131],"on":[12,46,101,132],"user":[13],"behavior":[14],"monitoring":[15],"in":[16,110,142,179],"smart":[18],"home.":[19],"In":[20],"the":[21,30,43,47,56,61,78,98,133,143,149,163,167,182],"proposed":[22,106,150,164],"mechanism,":[23,95],"first":[24],"through":[25,154],"an":[26,74,111,137],"analytic":[27],"hierarchy":[28],"process,":[29],"most":[31],"influential":[32],"factors":[33],"related":[34],"to":[35],"power":[36,57,64,168,176],"consumption":[37,65,169],"are":[38,51,66],"extracted.":[39],"Next,":[40],"by":[41],"employing":[42],"K-means":[44],"algorithm":[45,76],"extracted":[48],"factors,":[49],"users":[50,173],"clustered.":[52],"The":[53,105,127,146],"user's":[54,62],"clusters,":[55],"grid":[58,177],"state,":[59],"and":[60,124,156,170,174],"real-time":[63],"inputs":[67],"control":[70,79],"unit.":[71],"We":[72,89],"present":[73],"interactive":[75],"unit,":[80],"which":[81,96],"causes":[82],"peak":[83,86],"reduction":[84],"using":[85],"clipping":[87],"techniques.":[88,104],"also":[90],"develop":[91],"day-ahead":[93],"scheduling":[94],"optimizes":[97],"load":[99,102],"shifting":[103],"system":[107,151,165],"is":[108,130,152],"implemented":[109],"Internet":[112],"of":[113,118,148,181],"Things":[114],"(IoT)":[115],"testbed":[116],"consisting":[117],"four":[119],"tiers-sensors,":[120],"home":[121],"gateways,":[122],"server,":[123],"web":[125],"portal.":[126],"central":[128],"server":[129],"Kaa":[134],"IoT":[135,144],"platform,":[136],"open-source":[138],"platform":[139],"widely":[140],"used":[141],"domain.":[145],"performance":[147,178],"evaluated":[153],"simulation":[155],"case":[158],"study.":[159],"Results":[160],"confirm":[161],"that":[162],"reduces":[166],"costs":[171],"improves":[175],"terms":[180],"peak-to-average":[183],"ratio.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
