{"id":"https://openalex.org/W2584583502","doi":"https://doi.org/10.1109/tsg.2017.2703158","title":"Privacy-Protecting Energy Management Unit Through Model-Distribution Predictive Control","display_name":"Privacy-Protecting Energy Management Unit Through Model-Distribution Predictive Control","publication_year":2017,"publication_date":"2017-05-12","ids":{"openalex":"https://openalex.org/W2584583502","doi":"https://doi.org/10.1109/tsg.2017.2703158","mag":"2584583502"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2703158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2703158","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1612.05120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011980656","display_name":"Jun\u2010Xing Chin","orcid":"https://orcid.org/0000-0002-3760-3505"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Jun-Xing Chin","raw_affiliation_strings":["Power Systems Laboratory, ETH Zurich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-3760-3505","affiliations":[{"raw_affiliation_string":"Power Systems Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025986956","display_name":"Tom\u00e1s Tinoco De Rubira","orcid":"https://orcid.org/0000-0002-1540-1865"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tomas Tinoco De Rubira","raw_affiliation_strings":["Power Systems Laboratory, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Systems Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029570783","display_name":"Gabriela Hug","orcid":"https://orcid.org/0000-0002-4312-616X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gabriela Hug","raw_affiliation_strings":["Power Systems Laboratory, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Systems Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011980656"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":4.3833,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.94827998,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"6","first_page":"3084","last_page":"3093"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9871000051498413,"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/smart-meter","display_name":"Smart meter","score":0.7357614040374756},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6809525489807129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6431252956390381},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6086151599884033},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.572782039642334},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5126459002494812},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.5035738348960876},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.48820382356643677},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4759640097618103},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4688352644443512},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4355272948741913},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4297787547111511},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.38670238852500916},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.28186658024787903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19559961557388306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08775526285171509}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.7357614040374756},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6809525489807129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431252956390381},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6086151599884033},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.572782039642334},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5126459002494812},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.5035738348960876},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.48820382356643677},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4759640097618103},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4688352644443512},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4355272948741913},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4297787547111511},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.38670238852500916},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.28186658024787903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19559961557388306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08775526285171509},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsg.2017.2703158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2703158","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1612.05120","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.05120","pdf_url":"https://arxiv.org/pdf/1612.05120","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1612.05120","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.05120","pdf_url":"https://arxiv.org/pdf/1612.05120","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W410025","https://openalex.org/W1517720074","https://openalex.org/W1532325895","https://openalex.org/W1616603788","https://openalex.org/W1656743468","https://openalex.org/W1952161176","https://openalex.org/W1973309971","https://openalex.org/W1987544333","https://openalex.org/W1990311592","https://openalex.org/W2032479470","https://openalex.org/W2038178117","https://openalex.org/W2046998492","https://openalex.org/W2060697189","https://openalex.org/W2071637194","https://openalex.org/W2075775182","https://openalex.org/W2080071438","https://openalex.org/W2097204704","https://openalex.org/W2156740744","https://openalex.org/W2159065056","https://openalex.org/W2536620281","https://openalex.org/W2611521286","https://openalex.org/W2963049181","https://openalex.org/W3125402385","https://openalex.org/W6631060430","https://openalex.org/W6636668233","https://openalex.org/W6640782454"],"related_works":["https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W1990698919","https://openalex.org/W2077996342","https://openalex.org/W2561882072","https://openalex.org/W2499925746","https://openalex.org/W1136749283","https://openalex.org/W4310881972","https://openalex.org/W1981973816","https://openalex.org/W1567173971"],"abstract_inverted_index":{"The":[0,57,153],"roll-out":[1],"of":[2,54,78,84,89,107,128,149],"smart":[3],"meters":[4],"in":[5,131],"electricity":[6],"networks":[7],"introduces":[8],"risks":[9],"for":[10],"consumer":[11,26,91,163],"privacy":[12,50,129],"due":[13],"to":[14],"increased":[15,150],"measurement":[16],"frequency":[17],"and":[18,48,70,73,92,180],"granularity.":[19],"Through":[20],"various":[21],"non-intrusive":[22,177],"load":[23,123,164,178],"monitoring":[24],"techniques,":[25],"behavior":[27],"may":[28],"be":[29],"inferred":[30],"from":[31],"their":[32],"metering":[33],"data.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38],"propose":[39],"an":[40],"energy":[41,46,68,87,135,151],"management":[42],"method":[43,58,100],"that":[44,66,74,93,140,157,174],"reduces":[45],"cost":[47],"protects":[49],"through":[51],"the":[52,76,82,85,96,99,118,147,159,162,168],"minimization":[53],"information":[55,141],"leakage.":[56],"is":[59,143],"based":[60],"on":[61,81,120],"a":[62,90,103,132,171],"model":[63],"predictive":[64],"controller":[65,119,161],"utilizes":[67],"storage":[69],"local":[71],"generation,":[72],"predicts":[75],"effects":[77],"its":[79],"actions":[80],"statistics":[83],"actual":[86],"consumption":[88],"seen":[94,166],"by":[95,167],"grid.":[97],"Computationally,":[98],"requires":[101],"solving":[102],"mixed-integer":[104],"quadratic":[105],"program":[106],"manageable":[108],"size":[109],"whenever":[110],"new":[111],"meter":[112],"readings":[113],"are":[114],"available.":[115],"We":[116],"simulate":[117],"generated":[121],"residential":[122],"profiles":[124],"with":[125,158,176],"different":[126],"prices":[127],"loss":[130],"two-tier":[133],"time-of-use":[134],"pricing":[136],"environment.":[137],"Results":[138],"show":[139,156],"leakage":[142],"effectively":[144],"reduced":[145],"at":[146],"expense":[148],"cost.":[152],"results":[154],"also":[155],"proposed":[160],"profile":[165],"grid":[169],"resembles":[170],"mixture":[172],"between":[173],"obtained":[175],"leveling":[179],"lazy":[181],"stepping.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-02-10T00:00:00"}
