{"id":"https://openalex.org/W2918726673","doi":"https://doi.org/10.1109/msp.2018.2878656","title":"A Data Analytics Perspective of Power Grid Analysis-Part 1: The Clarke and Related Transforms [Lecture Notes]","display_name":"A Data Analytics Perspective of Power Grid Analysis-Part 1: The Clarke and Related Transforms [Lecture Notes]","publication_year":2019,"publication_date":"2019-02-26","ids":{"openalex":"https://openalex.org/W2918726673","doi":"https://doi.org/10.1109/msp.2018.2878656","mag":"2918726673"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2018.2878656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2878656","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","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/A5103001848","display_name":"Danilo P. Mandic","orcid":"https://orcid.org/0000-0001-8432-3963"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Danilo P. Mandic","raw_affiliation_strings":["Signal processing, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Signal processing, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076106664","display_name":"Sithan Kanna","orcid":"https://orcid.org/0000-0001-5714-461X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sithan Kanna","raw_affiliation_strings":["Electrical and electronic engineering, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Electrical and electronic engineering, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005242197","display_name":"Yili Xia","orcid":"https://orcid.org/0000-0002-4402-8131"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yili Xia","raw_affiliation_strings":["Signal processing in the School of Information Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Signal processing in the School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058525592","display_name":"Ahmad Moniri","orcid":"https://orcid.org/0000-0002-7184-0758"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Moniri","raw_affiliation_strings":["Electrical and electronic engineering, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Electrical and electronic engineering, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047600558","display_name":"Adri\u00e0 Junyent\u2010Ferr\u00e9","orcid":"https://orcid.org/0000-0002-8500-9906"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adria Junyent-Ferre","raw_affiliation_strings":["School of Industrial Engineers of Barcelona (ETSEIB), Technical University of Catalonia (UPC), Spain"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineers of Barcelona (ETSEIB), Technical University of Catalonia (UPC), Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052125071","display_name":"A.G. Constantinides","orcid":"https://orcid.org/0000-0003-2946-5509"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anthony G. Constantinides","raw_affiliation_strings":["Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103001848"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":1.6692,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84112469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"2","first_page":"110","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","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/T10305","display_name":"Power System Optimization and Stability","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":0.9993000030517578,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.998199999332428,"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":0.7108684778213501},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6903318166732788},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5404748320579529},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.49781227111816406},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49383100867271423},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4831656813621521},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.46635639667510986},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43652045726776123},{"id":"https://openalex.org/keywords/electric-power-industry","display_name":"Electric power industry","score":0.42369741201400757},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.415945440530777},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.367298424243927},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3629496097564697},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.3442595899105072},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33642494678497314},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2674950361251831},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2137933373451233},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1427236795425415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7108684778213501},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6903318166732788},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5404748320579529},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.49781227111816406},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49383100867271423},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4831656813621521},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.46635639667510986},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43652045726776123},{"id":"https://openalex.org/C170777988","wikidata":"https://www.wikidata.org/wiki/Q2316331","display_name":"Electric power industry","level":3,"score":0.42369741201400757},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.415945440530777},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.367298424243927},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3629496097564697},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3442595899105072},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33642494678497314},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2674950361251831},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2137933373451233},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1427236795425415},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msp.2018.2878656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2878656","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1252195697","display_name":null,"funder_award_id":"2029408","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8335968205","display_name":null,"funder_award_id":"61771124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1977851207","https://openalex.org/W1984335232","https://openalex.org/W2033153558","https://openalex.org/W2042663762","https://openalex.org/W2047273160","https://openalex.org/W2080100918","https://openalex.org/W2149783401","https://openalex.org/W2151107605"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Affordable,":[0],"reliable,":[1],"and":[2,16,33,42,65,69,82,111,128,140,145,150],"readily":[3],"accessible":[4],"electric":[5],"power":[6,30,46,76,103,120,143],"underpins":[7],"our":[8],"modern":[9,62],"society":[10],"in":[11,17,29,45,147,157],"a":[12,70,158,163],"multitude":[13],"of":[14,54,102,133],"ways,":[15],"this":[18,114],"context,":[19],"the":[20,39,50,99,134],"smart":[21,135],"grid":[22,136],"is":[23,58,107,117],"becoming":[24],"an":[25,131],"increasingly":[26],"important":[27],"factor":[28],"generation,":[31],"transmission,":[32],"distribution.":[34],"Current":[35],"analytical":[36,86,154],"tools":[37,87,155],"for":[38,61,93,113,119],"planning,":[40],"operation,":[41],"circuit":[43,55],"design":[44],"systems":[47,96],"derive":[48],"from":[49],"antecedent":[51],"technology":[52],"area":[53],"theory,":[56],"which":[57],"both":[59,108],"nonobvious":[60,118],"data":[63,105],"analysts":[64],"assumes":[66],"balanced":[67],"conditions":[68],"steady":[71],"state,":[72],"even":[73],"though":[74],"future":[75],"networks":[77],"will":[78],"routinely":[79],"experience":[80],"transient":[81],"steady-state":[83],"unbalances.":[84],"Next-generation":[85],"should":[88],"therefore":[89],"be":[90,162],"fully":[91,124],"equipped":[92],"dynamically":[94],"unbalanced":[95],"to":[97,123],"approach":[98],"physical":[100],"limits":[101],"networks;":[104],"analytics":[106],"well":[109],"suited":[110],"necessary":[112],"endeavor":[115],"but":[116],"engineers.":[121],"Hence,":[122],"exploit":[125],"their":[126],"evident":[127],"promised":[129],"advantages,":[130],"analysis":[132],"requires":[137],"close":[138],"collaboration":[139],"convergence":[141],"between":[142],"engineers":[144],"experts":[146],"signal":[148],"processing":[149],"machine":[151],"learning,":[152],"whereby":[153],"expressed":[156],"common":[159],"language":[160],"would":[161],"natural":[164],"step":[165],"forward.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}