{"id":"https://openalex.org/W3158977067","doi":"https://doi.org/10.1109/tii.2021.3074915","title":"Preserving Privacy of Smart Meter Data in a Smart Grid Environment","display_name":"Preserving Privacy of Smart Meter Data in a Smart Grid Environment","publication_year":2021,"publication_date":"2021-04-22","ids":{"openalex":"https://openalex.org/W3158977067","doi":"https://doi.org/10.1109/tii.2021.3074915","mag":"3158977067"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3074915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3074915","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.wur.nl/en/publications/preserving-privacy-of-smart-meter-data-in-a-smart-grid-environmen","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016500852","display_name":"Matthew Gough","orcid":"https://orcid.org/0000-0002-1555-9419"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Matthew B. Gough","raw_affiliation_strings":["Faculty of Engineering, University of Porto, Porto, Portugal","INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-1555-9419","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071264883","display_name":"S\u00e9rgio F. Santos","orcid":"https://orcid.org/0000-0003-3277-2833"},"institutions":[{"id":"https://openalex.org/I4210153204","display_name":"Universidade Portucalense","ror":"https://ror.org/05wm6p530","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210153204"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sergio F. Santos","raw_affiliation_strings":["Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal","Portucalense University Infante D. Henrique, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3277-2833","affiliations":[{"raw_affiliation_string":"Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"Portucalense University Infante D. Henrique, Porto, Portugal","institution_ids":["https://openalex.org/I4210153204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037919259","display_name":"Tarek AlSkaif","orcid":"https://orcid.org/0000-0002-1780-4553"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tarek AlSkaif","raw_affiliation_strings":["Information Technology Group, Wageningen University and Research, Wageningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1780-4553","affiliations":[{"raw_affiliation_string":"Information Technology Group, Wageningen University and Research, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004578812","display_name":"Mohammad Sadegh Javadi","orcid":"https://orcid.org/0000-0003-1484-2594"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mohammad S. Javadi","raw_affiliation_strings":["Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1484-2594","affiliations":[{"raw_affiliation_string":"Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023119616","display_name":"Rui Castro","orcid":"https://orcid.org/0000-0002-3108-8880"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Castro","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal","Instituto de Engenharia de Sistemas e Computadores - Investiga\u00e7\u00e3o e Desenvolvimento (INESC-ID), Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3108-8880","affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I203847022"]},{"raw_affiliation_string":"Instituto de Engenharia de Sistemas e Computadores - Investiga\u00e7\u00e3o e Desenvolvimento (INESC-ID), Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065382518","display_name":"Jo\u00e3o P. S. Catal\u00e0o","orcid":"https://orcid.org/0000-0002-2105-3051"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao P. S. Catalao","raw_affiliation_strings":["Faculty of Engineering, University of Porto, Porto, Portugal","INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2105-3051","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":10.6562,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.98525954,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"18","issue":"1","first_page":"707","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.995199978351593,"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/smart-grid","display_name":"Smart grid","score":0.8488823175430298},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.7865480184555054},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6727712750434875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6666072010993958},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6588840484619141},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.556433916091919},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5485825538635254},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4277043640613556},{"id":"https://openalex.org/keywords/electric-power-distribution","display_name":"Electric power distribution","score":0.4147323966026306},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.24217885732650757},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20142728090286255},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18253591656684875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13286542892456055}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8488823175430298},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.7865480184555054},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6727712750434875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6666072010993958},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6588840484619141},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.556433916091919},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5485825538635254},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4277043640613556},{"id":"https://openalex.org/C206888370","wikidata":"https://www.wikidata.org/wiki/Q844861","display_name":"Electric power distribution","level":3,"score":0.4147323966026306},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.24217885732650757},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20142728090286255},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18253591656684875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13286542892456055},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2021.3074915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3074915","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:library.wur.nl:wurpubs/586421","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/preserving-privacy-of-smart-meter-data-in-a-smart-grid-environmen","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1551-3203","raw_type":"Article/Letter to editor"}],"best_oa_location":{"id":"pmh:oai:library.wur.nl:wurpubs/586421","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/preserving-privacy-of-smart-meter-data-in-a-smart-grid-environmen","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1551-3203","raw_type":"Article/Letter to editor"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7900000214576721,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1920545862","https://openalex.org/W2027595342","https://openalex.org/W2028788479","https://openalex.org/W2154086287","https://openalex.org/W2171378591","https://openalex.org/W2276140819","https://openalex.org/W2401404679","https://openalex.org/W2462045069","https://openalex.org/W2463827344","https://openalex.org/W2483172724","https://openalex.org/W2562222558","https://openalex.org/W2600510851","https://openalex.org/W2751371140","https://openalex.org/W2786010450","https://openalex.org/W2810303149","https://openalex.org/W2913766097","https://openalex.org/W2922112709","https://openalex.org/W2943452876","https://openalex.org/W2963126806","https://openalex.org/W2964252706","https://openalex.org/W2964899773","https://openalex.org/W2978348882","https://openalex.org/W2996297238","https://openalex.org/W3004957652","https://openalex.org/W3036101275","https://openalex.org/W3036294266","https://openalex.org/W3043549269","https://openalex.org/W3101124797","https://openalex.org/W3102370338","https://openalex.org/W3102483167","https://openalex.org/W4205228770"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2246071452","https://openalex.org/W2775355700","https://openalex.org/W2165970106","https://openalex.org/W1985785385","https://openalex.org/W1124398682","https://openalex.org/W4316660856","https://openalex.org/W2387071565","https://openalex.org/W3001000335"],"abstract_inverted_index":{"The":[0,65],"use":[1],"of":[2,15,39,67,74,89,98,204],"data":[3,58],"from":[4,59,83,93],"residential":[5],"smart":[6,61],"meters":[7,62],"can":[8],"help":[9],"in":[10,150,168],"the":[11,37,57,72,75,108,124,133,142,148,158,163,171,185,190],"management":[12],"and":[13,113,154,174,196],"control":[14],"distribution":[16,28,76],"grids.":[17],"This":[18,100],"provides":[19,165],"significant":[20,179],"benefits":[21],"to":[22,36,54,123,139,178],"electricity":[23,86],"retailers":[24],"as":[25,27],"well":[26,199],"system":[29],"operators":[30],"but":[31,91],"raises":[32],"important":[33],"questions":[34],"related":[35],"privacy":[38,48,166],"consumers'":[40],"information.":[41],"In":[42,126,188],"this":[43,68],"article,":[44],"an":[45,104],"innovative":[46],"differential":[47],"(DP)":[49],"compliant":[50],"algorithm":[51,70,192],"is":[52,193],"developed":[53],"ensure":[55,140],"that":[56,116,141,162],"consumer's":[60,85,172],"are":[63,78,137,145],"protected.":[64],"effects":[66],"novel":[69,191],"on":[71,132],"operation":[73],"grid":[77],"thoroughly":[79],"investigated":[80],"not":[81,176],"only":[82],"a":[84,94,118,151,201],"bill":[87],"point":[88,97],"view":[90],"also":[92],"power":[95,110],"systems":[96],"view.":[99],"method":[101],"allows":[102],"for":[103,184],"empirical":[105],"investigation":[106],"into":[107],"losses,":[109],"quality":[111],"issues,":[112],"extra":[114,143],"costs":[115,144],"such":[117],"privacy-preserving":[119],"mechanism":[120],"may":[121],"introduce":[122],"system.":[125],"addition,":[127,189],"severalcost":[128],"allocation":[129],"mechanisms":[130],"based":[131],"cooperative":[134],"game":[135],"theory":[136],"used":[138],"divided":[146],"among":[147],"participants":[149],"fair,":[152],"efficient,":[153],"equitable":[155],"manner.":[156],"Overall,":[157],"comprehensive":[159],"results":[160],"show":[161],"approach":[164],"preservation":[167],"line":[169],"with":[170,200],"preferences":[173],"does":[175],"lead":[177],"cost":[180],"or":[181],"loss":[182],"increases":[183],"energy":[186],"retailer.":[187],"computationally":[194],"efficient":[195],"performs":[197],"very":[198],"large":[202],"number":[203],"consumers,":[205],"thus":[206],"demonstrating":[207],"its":[208],"scalability.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
