{"id":"https://openalex.org/W4210657602","doi":"https://doi.org/10.1109/cdc45484.2021.9683503","title":"Bayesian Methods for the Identification of Distribution Networks","display_name":"Bayesian Methods for the Identification of Distribution Networks","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W4210657602","doi":"https://doi.org/10.1109/cdc45484.2021.9683503"},"language":"en","primary_location":{"id":"doi:10.1109/cdc45484.2021.9683503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc45484.2021.9683503","pdf_url":null,"source":{"id":"https://openalex.org/S4363607724","display_name":"2021 60th IEEE Conference on Decision and Control (CDC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 60th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/183201","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063191154","display_name":"Jean-S\u00e9bastien Brouillon","orcid":"https://orcid.org/0000-0002-3474-1689"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Sebastien Brouillon","raw_affiliation_strings":["&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010969664","display_name":"Emanuele Fabbiani","orcid":"https://orcid.org/0000-0003-3357-4679"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]},{"id":"https://openalex.org/I4210140143","display_name":"Dynamic Systems (United States)","ror":"https://ror.org/043vm9914","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140143"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Emanuele Fabbiani","raw_affiliation_strings":["University of Pavia,Identification and Control of Dynamic Systems Laboratory,Italy","Identification and Control of Dynamic Systems Laboratory, University of Pavia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pavia,Identification and Control of Dynamic Systems Laboratory,Italy","institution_ids":["https://openalex.org/I4210140143"]},{"raw_affiliation_string":"Identification and Control of Dynamic Systems Laboratory, University of Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024621199","display_name":"Pulkit Nahata","orcid":"https://orcid.org/0000-0002-3505-7731"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pulkit Nahata","raw_affiliation_strings":["&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091434894","display_name":"Florian D\u00f6rfler","orcid":"https://orcid.org/0000-0002-9649-5305"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Florian Dorfler","raw_affiliation_strings":["Swiss Federal Institute of Technology (ETH),Automatic Control Laboratory,Switzerland","Automatic Control Laboratory, Swiss Federal Institute of Technology (ETH), Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swiss Federal Institute of Technology (ETH),Automatic Control Laboratory,Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Automatic Control Laboratory, Swiss Federal Institute of Technology (ETH), Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074145693","display_name":"Giancarlo Ferrari\u2010Trecate","orcid":"https://orcid.org/0000-0002-9492-9624"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giancarlo Ferrari-Trecate","raw_affiliation_strings":["&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne,Institute of Mechanical Engineering,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.722,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82063037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3646","last_page":"3651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11236","display_name":"Control Systems and Identification","score":0.995199978351593,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/admittance-parameters","display_name":"Admittance parameters","score":0.7480524182319641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6748566627502441},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.653719961643219},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6429464817047119},{"id":"https://openalex.org/keywords/admittance","display_name":"Admittance","score":0.5989833474159241},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5479271411895752},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.4821279048919678},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45383763313293457},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.44743695855140686},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39255717396736145},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.3608681559562683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3283531665802002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31709617376327515},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.241500586271286},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18611544370651245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1526811718940735},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.102192223072052}],"concepts":[{"id":"https://openalex.org/C133833761","wikidata":"https://www.wikidata.org/wiki/Q16001847","display_name":"Admittance parameters","level":3,"score":0.7480524182319641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6748566627502441},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.653719961643219},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6429464817047119},{"id":"https://openalex.org/C108811297","wikidata":"https://www.wikidata.org/wiki/Q214518","display_name":"Admittance","level":3,"score":0.5989833474159241},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5479271411895752},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.4821279048919678},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45383763313293457},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.44743695855140686},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39255717396736145},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.3608681559562683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3283531665802002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31709617376327515},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.241500586271286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18611544370651245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1526811718940735},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.102192223072052},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc45484.2021.9683503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc45484.2021.9683503","pdf_url":null,"source":{"id":"https://openalex.org/S4363607724","display_name":"2021 60th IEEE Conference on Decision and Control (CDC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 60th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:290186","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/183201","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:290186","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/183201","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2179010935","display_name":null,"funder_award_id":"180545","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4092973612","display_name":null,"funder_award_id":"200021 169906","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5129771594","display_name":null,"funder_award_id":"180545","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5905206890","display_name":"Scalable Control for Flexible Microgrids","funder_award_id":"169906","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6590829305","display_name":null,"funder_award_id":"51NF40 180545","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G993971353","display_name":null,"funder_award_id":"200021","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1484104892","https://openalex.org/W1571403844","https://openalex.org/W1976365540","https://openalex.org/W1982652137","https://openalex.org/W2015881065","https://openalex.org/W2017713664","https://openalex.org/W2020925091","https://openalex.org/W2021506351","https://openalex.org/W2070774011","https://openalex.org/W2089287460","https://openalex.org/W2222886592","https://openalex.org/W2347360755","https://openalex.org/W2484362744","https://openalex.org/W2508445414","https://openalex.org/W2550878879","https://openalex.org/W2724765071","https://openalex.org/W2743735549","https://openalex.org/W2757615817","https://openalex.org/W2768033908","https://openalex.org/W2796365873","https://openalex.org/W2888331625","https://openalex.org/W2898722982","https://openalex.org/W2914208830","https://openalex.org/W2962946572","https://openalex.org/W2963762715","https://openalex.org/W2964019680","https://openalex.org/W2964256141","https://openalex.org/W2979172579","https://openalex.org/W3001784622","https://openalex.org/W3005017963","https://openalex.org/W3007334791","https://openalex.org/W3031215819","https://openalex.org/W3124621678","https://openalex.org/W3156460705","https://openalex.org/W4287826733","https://openalex.org/W6689108339","https://openalex.org/W6728958758","https://openalex.org/W6738651335","https://openalex.org/W6771448460","https://openalex.org/W6775307944"],"related_works":["https://openalex.org/W2563111511","https://openalex.org/W2913402129","https://openalex.org/W2161728531","https://openalex.org/W2044195815","https://openalex.org/W2541620444","https://openalex.org/W2057151759","https://openalex.org/W2368309484","https://openalex.org/W2066729819","https://openalex.org/W2460740512","https://openalex.org/W2163540231"],"abstract_inverted_index":{"The":[0],"increasing":[1],"integration":[2],"of":[3,22,32,40,92,121],"intermittent":[4],"renewable":[5],"generation,":[6],"especially":[7],"at":[8],"the":[9,20,23,27,41,90],"distribution":[10],"level,":[11],"necessitates":[12],"advanced":[13],"planning":[14],"and":[15,29,67,82,114,131],"optimisation":[16],"methodologies":[17],"contingent":[18],"on":[19,111,137],"knowledge":[21],"admittance":[24,42],"matrix,":[25],"capturing":[26],"topology":[28],"line":[30,133],"parameters":[31],"an":[33],"electric":[34],"network.":[35],"However,":[36],"a":[37,61,78,86,94,124],"reliable":[38],"estimate":[39],"matrix":[43],"may":[44],"either":[45],"be":[46],"missing":[47],"or":[48],"quickly":[49],"become":[50],"obsolete":[51],"for":[52],"temporally":[53],"varying":[54],"grids.":[55],"In":[56,97],"this":[57],"work,":[58],"we":[59,75],"propose":[60],"data-driven":[62],"identification":[63],"method":[64,147],"utilising":[65],"voltage":[66,113],"current":[68,115],"measurements":[69],"collected":[70],"from":[71],"micro-PMUs.":[72],"More":[73],"precisely,":[74],"first":[76],"present":[77],"maximum":[79,93],"likelihood":[80],"approach":[81,104],"then":[83],"move":[84],"towards":[85],"Bayesian":[87],"framework,":[88],"leveraging":[89],"principles":[91],"posteriori":[95],"estimation.":[96],"contrast":[98],"with":[99],"most":[100],"existing":[101],"contributions,":[102],"our":[103,146],"not":[105],"only":[106],"factors":[107],"in":[108],"measurement":[109],"noise":[110],"both":[112],"data,":[116],"but":[117],"is":[118],"also":[119],"capable":[120],"exploiting":[122],"available":[123],"priori":[125],"information":[126],"such":[127],"as":[128],"sparsity":[129],"patterns":[130],"known":[132],"admittances.":[134],"Simulations":[135],"conducted":[136],"benchmark":[138],"cases":[139],"demonstrate":[140],"that,":[141],"compared":[142],"to":[143],"other":[144],"algorithms,":[145],"can":[148],"achieve":[149],"greater":[150],"accuracy.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
