{"id":"https://openalex.org/W2707191982","doi":"https://doi.org/10.1109/tsg.2017.2718560","title":"Distribution Grid Reliability Versus Regulation Market Efficiency: An Analysis Based on Micro-PMU Data","display_name":"Distribution Grid Reliability Versus Regulation Market Efficiency: An Analysis Based on Micro-PMU Data","publication_year":2017,"publication_date":"2017-06-22","ids":{"openalex":"https://openalex.org/W2707191982","doi":"https://doi.org/10.1109/tsg.2017.2718560","mag":"2707191982"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2718560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2718560","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","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/A5033342697","display_name":"Alireza Shahsavari","orcid":"https://orcid.org/0000-0002-8844-4479"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Shahsavari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090401912","display_name":"Ashkan Sadeghi-Mobarakeh","orcid":"https://orcid.org/0000-0003-4473-5394"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashkan Sadeghi-Mobarakeh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091167212","display_name":"Emma Stewart","orcid":"https://orcid.org/0000-0003-3537-024X"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma M. Stewart","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108604487","display_name":"Ed Cortez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ed Cortez","raw_affiliation_strings":["Riverside Public Utilities, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Riverside Public Utilities, Riverside, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110038395","display_name":"Lilliana Alvarez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lilliana Alvarez","raw_affiliation_strings":["Riverside Public Utilities, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Riverside Public Utilities, Riverside, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009386104","display_name":"Fady Megala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fady Megala","raw_affiliation_strings":["Riverside Public Utilities, Riverside, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Riverside Public Utilities, Riverside, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010390337","display_name":"Hamed Mohsenian\u2010Rad","orcid":"https://orcid.org/0000-0001-7215-5632"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Mohsenian-Rad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7215-5632","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":9.7258,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98614634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":"6","first_page":"2916","last_page":"2925"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10603","display_name":"Smart Grid Energy Management","score":0.9994000196456909,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9991999864578247,"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/reliability","display_name":"Reliability (semiconductor)","score":0.6086917519569397},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5792765021324158},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.5275209546089172},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.523910641670227},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.4564386308193207},{"id":"https://openalex.org/keywords/phasor","display_name":"Phasor","score":0.45056644082069397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4370483458042145},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4337366819381714},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43095940351486206},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.41303178668022156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31249088048934937},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3008629083633423},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18798238039016724}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6086917519569397},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5792765021324158},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.5275209546089172},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.523910641670227},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.4564386308193207},{"id":"https://openalex.org/C176605952","wikidata":"https://www.wikidata.org/wiki/Q827674","display_name":"Phasor","level":4,"score":0.45056644082069397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4370483458042145},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4337366819381714},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43095940351486206},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.41303178668022156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31249088048934937},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3008629083633423},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18798238039016724},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2017.2718560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2718560","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2775626349","display_name":"EAGER-DynamicData: A Hierarchical Approach to Dynamic Big Data Analysis in Power Infrastructure Security","funder_award_id":"1462530","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G386626494","display_name":"Collaborative Research: A Unified Approach to Quantifying Market Power in the Future Grid","funder_award_id":"1307756","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4341886944","display_name":"CAREER: Self-Organizing Demand Side Management for Smart Grid: A Dynamic Game-Theoretic Framework","funder_award_id":"1253516","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W601595161","https://openalex.org/W1502876580","https://openalex.org/W1541786028","https://openalex.org/W1976487076","https://openalex.org/W1995450389","https://openalex.org/W1999300672","https://openalex.org/W2001721531","https://openalex.org/W2006579349","https://openalex.org/W2008496286","https://openalex.org/W2032151676","https://openalex.org/W2050068024","https://openalex.org/W2079352691","https://openalex.org/W2112207116","https://openalex.org/W2116984316","https://openalex.org/W2131363340","https://openalex.org/W2133311599","https://openalex.org/W2186224228","https://openalex.org/W2248099156","https://openalex.org/W2283487762","https://openalex.org/W2319929898","https://openalex.org/W2340839802","https://openalex.org/W2405619023","https://openalex.org/W2467578856","https://openalex.org/W2477404675","https://openalex.org/W2495086869","https://openalex.org/W2496096482","https://openalex.org/W2504179213","https://openalex.org/W2507962373","https://openalex.org/W2537373408","https://openalex.org/W2555160374","https://openalex.org/W2561595425","https://openalex.org/W2612208699","https://openalex.org/W2765340582","https://openalex.org/W2766274075","https://openalex.org/W2962854424","https://openalex.org/W2963246511","https://openalex.org/W3100420717","https://openalex.org/W4242179761","https://openalex.org/W4293860495","https://openalex.org/W6644667283","https://openalex.org/W6737436066","https://openalex.org/W6745164320","https://openalex.org/W6745556382"],"related_works":["https://openalex.org/W1984411773","https://openalex.org/W4360584113","https://openalex.org/W1985257614","https://openalex.org/W2007514856","https://openalex.org/W2129278710","https://openalex.org/W2180313337","https://openalex.org/W1583498368","https://openalex.org/W2162956301","https://openalex.org/W2097113102","https://openalex.org/W2772326242"],"abstract_inverted_index":{"There":[0],"is":[1,49,54,83,160,165,199],"a":[2,63,76,104,124,134,138,144],"growing":[3],"interest":[4],"among":[5],"power":[6],"system":[7,42,178],"operators":[8],"to":[9,13,55,92,108,143,154,201,223,238],"encourage":[10],"load":[11,26,37,66,111,118,158,210,224],"resources":[12,67,211],"offer":[14,68],"frequency":[15],"regulation.":[16],"Prior":[17],"studies":[18,195],"have":[19],"evaluated":[20],"the":[21,30,45,116,171,174,214,240,255],"system-wide":[22],"benefits":[23],"of":[24,34,123,140,150,173,254],"such":[25],"resource":[27,38],"participation.":[28],"However,":[29],"potential":[31],"adverse":[32],"impact":[33,149],"wide":[35],"scale":[36],"participation":[39],"on":[40,62,133,213,218],"distribution":[41,77,135,203,226,243],"performance,":[43],"in":[44,79,121],"transient":[46,110,119],"time":[47],"frame,":[48],"often":[50],"overlooked.":[51],"Our":[52],"goal":[53],"address":[56],"this":[57],"open":[58],"problem.":[59],"We":[60,100],"focus":[61],"scenario":[64],"where":[65,85],"regulation":[69,145,208,229,247],"down":[70,146,209],"service.":[71],"To":[72],"obtain":[73],"realistic":[74],"results,":[75],"feeder":[78,136],"Riverside,":[80],"CA,":[81],"USA,":[82],"considered,":[84],"distribution-level":[86],"phasor":[87],"measurement":[88],"units":[89],"are":[90,192,212],"used":[91],"collect":[93],"high":[94],"resolution":[95],"voltage":[96],"and":[97,157,188,228,246,252],"current":[98,127],"data.":[99],"start":[101],"by":[102,167],"developing":[103],"novel":[105],"data-driven":[106],"approach":[107],"analyze":[109],"behaviors.":[112],"Subsequently,":[113],"we":[114],"model":[115],"aggregate":[117],"profile,":[120,128],"form":[122],"three-phase":[125],"surge":[126],"that":[129,197],"could":[130],"be":[131,259],"induced":[132],"once":[137],"group":[139],"loads":[141],"responds":[142],"event.":[147],"The":[148,250],"delay,":[151],"e.g.,":[152],"due":[153],"sensing,":[155],"communications,":[156],"response,":[159],"considered.":[161],"Distribution":[162],"grid":[163,204,244],"reliability":[164,190,205,245],"analyzed":[166],"taking":[168],"into":[169],"account":[170],"characteristics":[172],"main":[175],"feeder's":[176],"protection":[177,184],"as":[179,181],"well":[180],"each":[182,262],"lateral's":[183],"system.":[185],"Both":[186],"momentary":[187],"permanent":[189],"indexes":[191],"calculated.":[193],"Case":[194],"suggest":[196],"it":[198],"possible":[200],"jeopardize":[202],"if":[206],"several":[207],"same":[215],"feeder.":[216,263],"Depending":[217],"various":[219],"factors":[220],"with":[221],"respect":[222],"resources,":[225],"feeder,":[227],"market,":[230],"there":[231],"may":[232,234],"or":[233],"not":[235],"exist":[236],"ways":[237],"break":[239],"trade-off":[241],"between":[242],"market":[248],"efficiency.":[249],"construction":[251],"analysis":[253],"reliability-efficiency":[256],"curves":[257],"would":[258],"needed":[260],"for":[261]},"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
