{"id":"https://openalex.org/W1979846095","doi":"https://doi.org/10.1109/infocom.2014.6847975","title":"Optimal privacy-preserving energy management for smart meters","display_name":"Optimal privacy-preserving energy management for smart meters","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1979846095","doi":"https://doi.org/10.1109/infocom.2014.6847975","mag":"1979846095"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2014.6847975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5072565301","display_name":"Lei Yang","orcid":"https://orcid.org/0000-0002-5176-003X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["Computer and Energy Engineering, Arizona State University, Tempe, AZ","Arizona State University","Princeton University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Energy Engineering, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086149862","display_name":"Chen Xu","orcid":"https://orcid.org/0000-0002-9100-9064"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Computer and Energy Engineering, Arizona State University, Tempe, AZ","Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Energy Engineering, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027033026","display_name":"Junshan Zhang","orcid":"https://orcid.org/0000-0002-3840-1753"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junshan Zhang","raw_affiliation_strings":["Computer and Energy Engineering, Arizona State University, Tempe, AZ","Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Energy Engineering, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I4210094144","display_name":"Environmental Institute","ror":"https://ror.org/00n893e13","country_code":"SK","type":"company","lineage":["https://openalex.org/I4210094144"]}],"countries":["SK","US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ","Princeton Environmental Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton Environmental Institute","institution_ids":["https://openalex.org/I4210094144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9993000030517578,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9890999794006348,"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":0.8041177988052368},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7908953428268433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7125537991523743},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.6999000310897827},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6338842511177063},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5923769474029541},{"id":"https://openalex.org/keywords/consumer-privacy","display_name":"Consumer privacy","score":0.5192477703094482},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47654038667678833},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4751020669937134},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4412006139755249},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4406723380088806},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.4159458875656128},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.3923252522945404},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3476668894290924},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33515700697898865},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25689899921417236},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18568027019500732},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.164392352104187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14203143119812012},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09129360318183899},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0891631543636322}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.8041177988052368},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7908953428268433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125537991523743},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.6999000310897827},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6338842511177063},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5923769474029541},{"id":"https://openalex.org/C2778656907","wikidata":"https://www.wikidata.org/wiki/Q5164712","display_name":"Consumer privacy","level":3,"score":0.5192477703094482},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47654038667678833},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4751020669937134},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4412006139755249},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4406723380088806},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.4159458875656128},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3923252522945404},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3476668894290924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33515700697898865},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25689899921417236},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18568027019500732},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.164392352104187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14203143119812012},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09129360318183899},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0891631543636322},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2014.6847975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W50520814","https://openalex.org/W1967231569","https://openalex.org/W1986556573","https://openalex.org/W1997176470","https://openalex.org/W2008668719","https://openalex.org/W2038178117","https://openalex.org/W2042569829","https://openalex.org/W2062707341","https://openalex.org/W2071637194","https://openalex.org/W2107621562","https://openalex.org/W2121876075","https://openalex.org/W2122559297","https://openalex.org/W2137152139","https://openalex.org/W2138993731","https://openalex.org/W2143147232","https://openalex.org/W2152048686","https://openalex.org/W2156740744","https://openalex.org/W2159065056","https://openalex.org/W2296319761","https://openalex.org/W4250589301","https://openalex.org/W4297972233","https://openalex.org/W6646889334","https://openalex.org/W6677983234","https://openalex.org/W6681449624"],"related_works":["https://openalex.org/W4390416320","https://openalex.org/W2964257850","https://openalex.org/W3083204393","https://openalex.org/W2605304417","https://openalex.org/W4300680475","https://openalex.org/W4224240812","https://openalex.org/W2746431867","https://openalex.org/W2948915616","https://openalex.org/W4281559720","https://openalex.org/W1979846095"],"abstract_inverted_index":{"Smart":[0],"meters,":[1],"designed":[2,81],"for":[3,82],"information":[4],"collection":[5],"and":[6,94,187,219,236],"system":[7],"monitoring":[8],"in":[9,103,109,174],"smart":[10,90,215],"grid,":[11],"report":[12],"fine-grained":[13],"power":[14],"consumption":[15,119],"to":[16,31,42,66,84,152,191,212],"utility":[17],"providers.":[18],"With":[19],"these":[20],"highly":[21],"accurate":[22],"profiles":[23],"of":[24,112,115,126,167,228,231,243],"energy":[25,56],"usage,":[26],"however,":[27],"it":[28],"is":[29,51,80,133,149,181,194,198,247],"possible":[30],"identify":[32],"consumers'":[33],"specific":[34],"activity":[35],"or":[36],"behavior":[37],"patterns,":[38],"thereby":[39],"giving":[40],"rise":[41],"serious":[43],"privacy":[44,59,93,218],"concerns.":[45],"In":[46,98],"this":[47,49],"paper,":[48],"concern":[50],"addressed":[52],"by":[53,139],"using":[54,140,253],"battery":[55,210],"storage.":[57],"Beyond":[58],"protection,":[60],"batteries":[61],"can":[62,136,206],"also":[63],"be":[64,137],"used":[65],"cut":[67,220],"down":[68,221],"the":[69,89,95,110,113,116,123,127,142,154,159,165,175,179,188,201,209,214,222,226,229,232,237,244],"electricity":[70,96,118,223,238],"bill.":[71,97],"From":[72],"a":[73,76,86,100,169],"holistic":[74],"perspective,":[75],"dynamic":[77,105],"optimization":[78,106,161],"framework":[79],"consumers":[83],"strike":[85],"tradeoff":[87],"between":[88],"meter":[91,216],"data":[92,217],"general,":[99],"major":[101],"challenge":[102],"solving":[104,168],"problems":[107],"lies":[108],"need":[111],"knowledge":[114,227],"future":[117],"events.":[120],"By":[121],"exploring":[122],"underlying":[124],"structure":[125],"original":[128],"problem,":[129],"an":[130],"equivalent":[131,155],"problem":[132,156,180],"derived,":[134],"which":[135],"solved":[138],"only":[141],"current":[143],"observations.":[144],"An":[145],"online":[146,176,203],"control":[147,177,204,208],"algorithm":[148,205,246],"then":[150],"developed":[151],"solve":[153],"based":[157],"on":[158],"Lyapunov":[160],"technique.":[162],"To":[163],"overcome":[164],"difficulty":[166],"mixed-integer":[170],"nonlinear":[171],"program":[172],"involved":[173],"algorithm,":[178],"further":[182],"decomposed":[183],"into":[184],"multiple":[185],"cases":[186],"closed-form":[189],"solution":[190],"each":[192],"case":[193],"derived":[195],"accordingly.":[196],"It":[197],"shown":[199],"that":[200],"proposed":[202,245],"optimally":[207],"operations":[211],"protect":[213],"bill,":[224],"without":[225],"statistics":[230],"time-varying":[233],"load":[234],"requirement":[235],"price":[239],"processes.":[240],"The":[241],"efficacy":[242],"demonstrated":[248],"through":[249],"extensive":[250],"numerical":[251],"evaluations":[252],"real":[254],"data.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}