{"id":"https://openalex.org/W2588636746","doi":"https://doi.org/10.1109/isgteurope.2016.7856290","title":"Classification and identification of anomalies in time series of power quality measurements","display_name":"Classification and identification of anomalies in time series of power quality measurements","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588636746","doi":"https://doi.org/10.1109/isgteurope.2016.7856290","mag":"2588636746"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2016.7856290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034946535","display_name":"Olga Zyabkina","orcid":"https://orcid.org/0000-0001-9633-3501"},"institutions":[{"id":"https://openalex.org/I4405254611","display_name":"Institute of Electrical Power Systems and High Voltage Engineering","ror":"https://ror.org/020z28a80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olga Zyabkina","raw_affiliation_strings":["Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden","institution_ids":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051641858","display_name":"Max Domagk","orcid":"https://orcid.org/0000-0001-5951-2033"},"institutions":[{"id":"https://openalex.org/I4405254611","display_name":"Institute of Electrical Power Systems and High Voltage Engineering","ror":"https://ror.org/020z28a80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Max Domagk","raw_affiliation_strings":["Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden","institution_ids":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004418749","display_name":"Jan Meyer","orcid":"https://orcid.org/0000-0002-6884-5101"},"institutions":[{"id":"https://openalex.org/I4405254611","display_name":"Institute of Electrical Power Systems and High Voltage Engineering","ror":"https://ror.org/020z28a80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Meyer","raw_affiliation_strings":["Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden","institution_ids":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070454447","display_name":"Peter Schegner","orcid":"https://orcid.org/0000-0001-8439-7786"},"institutions":[{"id":"https://openalex.org/I4405254611","display_name":"Institute of Electrical Power Systems and High Voltage Engineering","ror":"https://ror.org/020z28a80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Schegner","raw_affiliation_strings":["Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electrical Power Systems and High Voltage Engineering, Technische Universitaet Dresden","institution_ids":["https://openalex.org/I4405254611","https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6326,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94546702,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.9995999932289124,"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/T10573","display_name":"Power Quality and Harmonics","score":0.9995999932289124,"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/T12300","display_name":"Advanced Electrical Measurement Techniques","score":0.991599977016449,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.709812581539154},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6642538905143738},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6171151995658875},{"id":"https://openalex.org/keywords/power-quality","display_name":"Power quality","score":0.593361496925354},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5682457089424133},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.565656304359436},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.49446582794189453},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44299063086509705},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4397689700126648},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41675469279289246},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4026421308517456},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36540496349334717},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22333404421806335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20919188857078552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709812581539154},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6642538905143738},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6171151995658875},{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.593361496925354},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5682457089424133},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.565656304359436},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.49446582794189453},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44299063086509705},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4397689700126648},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41675469279289246},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4026421308517456},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36540496349334717},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22333404421806335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20919188857078552},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2016.7856290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5299999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1522731654","https://openalex.org/W1536447791","https://openalex.org/W1993863450","https://openalex.org/W2017867711","https://openalex.org/W2017977879","https://openalex.org/W2021677776","https://openalex.org/W2024081693","https://openalex.org/W2045507849","https://openalex.org/W2079054072","https://openalex.org/W2096623713","https://openalex.org/W2102961785","https://openalex.org/W2125793385","https://openalex.org/W2159860553","https://openalex.org/W2319794630","https://openalex.org/W2545044881","https://openalex.org/W2739679014","https://openalex.org/W4206165574","https://openalex.org/W4229530126","https://openalex.org/W4243354998","https://openalex.org/W4245050711","https://openalex.org/W6632102171","https://openalex.org/W6741553261"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W1919101720","https://openalex.org/W2330575325","https://openalex.org/W4388747848","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"The":[0],"number":[1],"of":[2,5,21,35,41,77,105,112,130,141,160],"devices":[3],"capable":[4],"measurement":[6],"Power":[7],"Quality":[8],"(PQ)":[9],"parameters":[10],"is":[11,25,48,115,163],"increasing":[12],"continuously":[13],"in":[14,49,63,73,97,133,143,152],"all":[15],"voltage":[16],"levels.":[17],"Consequently,":[18],"the":[19,39,50,75,98,113,136,158,161],"amount":[20],"available":[22],"PQ":[23,134,144],"data":[24,31,114],"also":[26],"growing":[27],"very":[28],"fast.":[29],"These":[30],"contain":[32],"a":[33,87,127,149],"lot":[34],"valuable":[36],"information":[37,83],"about":[38,84],"behavior":[40,102],"PQ,":[42],"but":[43],"up":[44],"to":[45,55,120,154],"now":[46],"it":[47],"most":[51],"cases":[52],"used":[53],"only":[54],"assess":[56],"compliance":[57],"with":[58],"limits":[59],"(e.g.":[60,103],"EN":[61],"50160":[62],"Europe).":[64],"Beside":[65],"long-term":[66],"characteristics(trends)":[67],"and":[68,147],"medium-term":[69],"characteristics":[70,79],"(seasonal":[71],"effects)":[72],"particular":[74],"analysis":[76],"short-term":[78],"can":[80],"provide":[81],"useful":[82],"deviations":[85],"from":[86],"\"typical\"":[88],"behavior,":[89],"which":[90],"are":[91,124],"usually":[92],"caused":[93],"by":[94],"significant":[95],"changes":[96],"customer":[99],"or":[100],"network":[101],"connection":[104],"new":[106,150],"disturbing":[107],"equipment).":[108],"As":[109],"manual":[110],"screening":[111],"not":[116],"feasible,":[117],"automated":[118],"methods":[119],"identify":[121,155],"such":[122],"\"anomalies\"":[123],"required.":[125],"After":[126],"short":[128],"description":[129],"typical":[131],"variations":[132],"datasets":[135],"paper":[137],"classifies":[138],"different":[139],"types":[140],"anomalies":[142],"time":[145],"series":[146],"presents":[148],"method":[151,162],"order":[153],"them.":[156],"Finally,":[157],"performance":[159],"discussed":[164],"based":[165],"on":[166],"examples.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
