{"id":"https://openalex.org/W2345848006","doi":"https://doi.org/10.1109/tpds.2016.2564399","title":"Seer Grid: Privacy and Utility Implications of Two-Level Load Prediction in Smart Grids","display_name":"Seer Grid: Privacy and Utility Implications of Two-Level Load Prediction in Smart Grids","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2345848006","doi":"https://doi.org/10.1109/tpds.2016.2564399","mag":"2345848006"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2564399","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2564399","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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/A5003115212","display_name":"Arash Boustani","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arash Boustani","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045020872","display_name":"Anindya Maiti","orcid":"https://orcid.org/0000-0001-6461-2805"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anindya Maiti","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049911876","display_name":"Sina Yousefian Jazi","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sina Yousefian Jazi","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012114492","display_name":"Murtuza Jadliwala","orcid":"https://orcid.org/0000-0001-9316-1943"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murtuza Jadliwala","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008657111","display_name":"Vinod Namboodiri","orcid":"https://orcid.org/0000-0003-0705-6990"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vinod Namboodiri","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39587148"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.4727,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8264229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9979000091552734,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9929999709129333,"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/energy-consumption","display_name":"Energy consumption","score":0.782607913017273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346215844154358},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7067765593528748},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.6761178374290466},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5357441306114197},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5134183168411255},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5078087449073792},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.43970248103141785},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.41327109932899475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3285601735115051},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22107616066932678},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1568892002105713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08837023377418518},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07645431160926819}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.782607913017273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346215844154358},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7067765593528748},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.6761178374290466},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5357441306114197},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5134183168411255},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5078087449073792},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.43970248103141785},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.41327109932899475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3285601735115051},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22107616066932678},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1568892002105713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08837023377418518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07645431160926819},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpds.2016.2564399","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2564399","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:soar.wichita.edu:10057/12921","is_oa":false,"landing_page_url":"http://hdl.handle.net/10057/12921","pdf_url":null,"source":{"id":"https://openalex.org/S4306401479","display_name":"Holmes Museum Of Anthropology (Wichita State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39587148","host_organization_name":"Wichita State University","host_organization_lineage":["https://openalex.org/I39587148"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333881","display_name":"Power Systems Engineering Research Center","ror":"https://ror.org/04dam5e61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W255426239","https://openalex.org/W1506934790","https://openalex.org/W1507098372","https://openalex.org/W1550953152","https://openalex.org/W1552712223","https://openalex.org/W1556212265","https://openalex.org/W1572171028","https://openalex.org/W1686631693","https://openalex.org/W1906923916","https://openalex.org/W1975153313","https://openalex.org/W1985290489","https://openalex.org/W1987545487","https://openalex.org/W1987858919","https://openalex.org/W1989102953","https://openalex.org/W1997176470","https://openalex.org/W1999893744","https://openalex.org/W2000239500","https://openalex.org/W2011015937","https://openalex.org/W2013000896","https://openalex.org/W2019949418","https://openalex.org/W2024477353","https://openalex.org/W2038178117","https://openalex.org/W2046079134","https://openalex.org/W2060697189","https://openalex.org/W2069872789","https://openalex.org/W2071637194","https://openalex.org/W2079991364","https://openalex.org/W2085263917","https://openalex.org/W2092317789","https://openalex.org/W2093364615","https://openalex.org/W2096219879","https://openalex.org/W2098251894","https://openalex.org/W2106847810","https://openalex.org/W2110242546","https://openalex.org/W2119143117","https://openalex.org/W2121671350","https://openalex.org/W2138221829","https://openalex.org/W2146673169","https://openalex.org/W2156186849","https://openalex.org/W2163766626","https://openalex.org/W2182362337","https://openalex.org/W2235612455","https://openalex.org/W2306607306","https://openalex.org/W2311779857","https://openalex.org/W2313953460","https://openalex.org/W2344581881","https://openalex.org/W2407814236","https://openalex.org/W2477834368","https://openalex.org/W2493732888","https://openalex.org/W2524180003","https://openalex.org/W4285719527","https://openalex.org/W6609530328","https://openalex.org/W6630187504","https://openalex.org/W6632876648","https://openalex.org/W6633281524","https://openalex.org/W6634223496","https://openalex.org/W6637153378","https://openalex.org/W6639838368","https://openalex.org/W6713705708"],"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/W2052546123"],"abstract_inverted_index":{"We":[0],"propose":[1],"\u201cSeer":[2],"Grid\u201d,":[3],"a":[4,64,69],"novel":[5],"two-level":[6,98],"energy":[7,31,51,58,84,114,143,157,191],"consumption":[8,52,115,144,158,179,192],"prediction":[9,36,71,99],"framework":[10],"for":[11],"smart":[12,45],"grids,":[13],"aimed":[14],"to":[15,63,133,147,188],"decrease":[16],"the":[17,23,30,38,49,56,73,79,83,87,95,107,110,118,126,134,138,141,148,152,155,161,165,182,194],"trade-off":[18],"between":[19,109],"privacy":[20,153],"requirements":[21,28],"(of":[22,29],"customer)":[24],"and":[25,48,91,112,121],"data":[26,128,145,159],"utility":[27],"company":[32],"(EC)).":[33],"The":[34],"first-level":[35],"at":[37,72,117,181,193],"household":[39],"level":[40,75,120],"is":[41,61,76,101,174],"performed":[42],"by":[43,78,130],"each":[44,131],"meter":[46],"(SM),":[47],"predicted":[50,111,127],"pattern":[53],"(instead":[54],"of":[55,140,154],"actual":[57,113],"usage":[59],"data)":[60],"reported":[62],"cluster":[65,90,119],"head":[66],"(CH).":[67],"Then,":[68],"second-level":[70],"neighborhood":[74,88],"done":[77],"CH":[80,162],"which":[81],"predicts":[82],"spikes":[85],"in":[86,125,176],"or":[89],"shares":[92],"it":[93,105],"with":[94],"EC.":[96],"Our":[97,167],"mechanism":[100],"designed":[102],"such":[103],"that":[104,171],"preserves":[106],"correlation":[108,124],"patterns":[116,180],"removes":[122],"this":[123],"communicated":[129,146],"SM":[132],"CH.":[135],"This":[136],"maintains":[137],"usefulness":[139],"cluster-level":[142],"EC,":[149],"while":[150,184],"preserving":[151],"household-level":[156,183],"against":[160],"(and":[163],"thus":[164],"EC).":[166],"evaluation":[168],"results":[169],"show":[170],"Seer":[172],"Grid":[173],"successful":[175],"hiding":[177],"private":[178],"still":[185],"being":[186],"able":[187],"accurately":[189],"predict":[190],"neighborhood-level.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
