{"id":"https://openalex.org/W3019774783","doi":"https://doi.org/10.1109/isgt45199.2020.9087711","title":"Optimal privacy-by-design strategy for user demand shaping in smart grids","display_name":"Optimal privacy-by-design strategy for user demand shaping in smart grids","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3019774783","doi":"https://doi.org/10.1109/isgt45199.2020.9087711","mag":"3019774783"},"language":"en","primary_location":{"id":"doi:10.1109/isgt45199.2020.9087711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt45199.2020.9087711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-271979","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055983174","display_name":"Ramana R. Avula","orcid":"https://orcid.org/0000-0001-9672-2689"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Ramana R. Avula","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Stockholm,Sweden","School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079492269","display_name":"Tobias J. Oechtering","orcid":"https://orcid.org/0000-0002-0036-9049"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tobias J. Oechtering","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Stockholm,Sweden","School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Stockholm,Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055983174"],"corresponding_institution_ids":["https://openalex.org/I86987016"],"apc_list":null,"apc_paid":null,"fwci":0.1027,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40274022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T12238","display_name":"Green IT and Sustainability","score":0.9993000030517578,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.7340778112411499},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.7122657895088196},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5594303607940674},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.49153074622154236},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4876788854598999},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4520050883293152},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34043848514556885},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32196611166000366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14050781726837158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340778112411499},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.7122657895088196},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5594303607940674},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.49153074622154236},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4876788854598999},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4520050883293152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34043848514556885},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32196611166000366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14050781726837158},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgt45199.2020.9087711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt45199.2020.9087711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:kth-271979","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-271979","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:kth-271979","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-271979","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1980432290","https://openalex.org/W1994042232","https://openalex.org/W2027136049","https://openalex.org/W2038178117","https://openalex.org/W2046998492","https://openalex.org/W2071637194","https://openalex.org/W2107659291","https://openalex.org/W2152812491","https://openalex.org/W2169769441","https://openalex.org/W2399834680","https://openalex.org/W2571611110","https://openalex.org/W2751296269","https://openalex.org/W2787117458","https://openalex.org/W2792059954","https://openalex.org/W2970521190","https://openalex.org/W3103874927","https://openalex.org/W3105646224","https://openalex.org/W4239466562"],"related_works":["https://openalex.org/W2751256511","https://openalex.org/W1597785538","https://openalex.org/W2382521298","https://openalex.org/W2491804929","https://openalex.org/W2365075862","https://openalex.org/W2004597074","https://openalex.org/W2315999538","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"In":[0,29],"this":[1],"work,":[2],"we":[3,31,86],"propose":[4],"an":[5,10],"optimal":[6],"privacy-by-design":[7],"strategy":[8,58],"using":[9,67,76],"energy":[11,40,107],"storage":[12,108],"system":[13],"(ESS)":[14],"that":[15,113],"is":[16,59],"capable":[17],"of":[18,52],"shaping":[19],"the":[20,33,47,53,68,88,91,95,98,102,106,118,121,129],"user":[21,99,122],"demand":[22,100,123],"to":[23,38],"follow":[24],"a":[25,63,82],"time-varying":[26],"target":[27,103],"profile.":[28],"addition,":[30],"consider":[32],"ESS":[34],"usage":[35],"cost":[36],"due":[37],"its":[39],"losses":[41],"and":[42,81,105],"capacity":[43],"degradation.":[44],"We":[45],"measure":[46],"privacy":[48],"leakage":[49],"in":[50,97,120],"terms":[51],"Bayesian":[54,93],"risk.":[55],"The":[56,110],"proposed":[57],"computed":[60],"by":[61,114],"solving":[62],"multi-objective":[64],"optimization":[65],"problem":[66],"Markov":[69],"decision":[70],"process":[71],"framework.":[72],"With":[73],"numerical":[74],"simulations":[75],"real":[77],"household":[78],"consumption":[79],"data":[80],"lithium-ion":[83],"battery":[84,130],"model,":[85],"study":[87],"trade-off":[89],"between":[90],"achievable":[92],"risk,":[94],"variations":[96,119],"from":[101],"profile":[104],"cost.":[109],"results":[111],"show":[112],"trading-off":[115],"some":[116],"privacy,":[117],"can":[124],"be":[125],"reduced":[126],"while":[127],"improving":[128],"lifetime.":[131]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
