{"id":"https://openalex.org/W2123196900","doi":"https://doi.org/10.1109/ijcnn.2011.6033506","title":"Embedded power quality monitoring system based on Independent Component Analysis and SVMs","display_name":"Embedded power quality monitoring system based on Independent Component Analysis and SVMs","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2123196900","doi":"https://doi.org/10.1109/ijcnn.2011.6033506","mag":"2123196900"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","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/A5038012458","display_name":"Marta Ruiz-Llata","orcid":"https://orcid.org/0000-0001-6361-4681"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marta Ruiz-Llata","raw_affiliation_strings":["Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037795761","display_name":"Guillermo Guarnizo","orcid":"https://orcid.org/0000-0002-3142-9622"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillermo Guarnizo","raw_affiliation_strings":["Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083006608","display_name":"Carlos Boya\u2010Lara","orcid":"https://orcid.org/0000-0001-8582-3580"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Boya","raw_affiliation_strings":["Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Leganes, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Electronic Technology, Universidad Carlos III de Madrid, Calle Butarque 15, 28911, Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":0.8341,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7156849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.9958999752998352,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6243295669555664},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.6027219295501709},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5768723487854004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.573143482208252},{"id":"https://openalex.org/keywords/power-quality","display_name":"Power quality","score":0.569324254989624},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5604763031005859},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5368756651878357},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5166792869567871},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4868244528770447},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.4422193765640259},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4347938299179077},{"id":"https://openalex.org/keywords/switched-mode-power-supply","display_name":"Switched-mode power supply","score":0.42078298330307007},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3272749185562134},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32045695185661316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23970219492912292},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09112340211868286},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08722230792045593}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6243295669555664},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.6027219295501709},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5768723487854004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.573143482208252},{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.569324254989624},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5604763031005859},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5368756651878357},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5166792869567871},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4868244528770447},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.4422193765640259},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4347938299179077},{"id":"https://openalex.org/C151799858","wikidata":"https://www.wikidata.org/wiki/Q587008","display_name":"Switched-mode power supply","level":3,"score":0.42078298330307007},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3272749185562134},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32045695185661316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23970219492912292},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09112340211868286},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08722230792045593},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2011.6033506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W108379496","https://openalex.org/W1968005586","https://openalex.org/W1984965438","https://openalex.org/W2057001181","https://openalex.org/W2064502128","https://openalex.org/W2066134526","https://openalex.org/W2095955101","https://openalex.org/W2099454722","https://openalex.org/W2102965848","https://openalex.org/W2105770382","https://openalex.org/W2115596343","https://openalex.org/W2119756624","https://openalex.org/W2123649031","https://openalex.org/W2131456415","https://openalex.org/W2134992020","https://openalex.org/W2139610631","https://openalex.org/W2156909104","https://openalex.org/W2163079863","https://openalex.org/W2170774247","https://openalex.org/W4232713644"],"related_works":["https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W4252230435","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W2089650474","https://openalex.org/W2364896863","https://openalex.org/W2389189059"],"abstract_inverted_index":{"On-line":[0],"identification":[1,88],"and":[2,6,20,31,83],"classification":[3],"of":[4,22,91],"voltage":[5,41],"current":[7],"disturbances":[8,28,50],"in":[9,15],"power":[10,17,23,26,48,63,80,110],"systems":[11],"are":[12,29,35],"important":[13],"tasks":[14],"the":[16,40,54,89,97,102],"quality":[18,27,49,64,81,111],"monitoring":[19,65],"protection":[21],"systems.":[24],"Some":[25],"non-stationary":[30],"transitory":[32],"while":[33],"other":[34],"steady-state":[36],"variations":[37],"that":[38,67,73],"distort":[39],"signal.":[42],"One,":[43],"two":[44],"or":[45],"more":[46],"different":[47],"may":[51],"appear":[52],"at":[53],"same":[55],"time.":[56],"In":[57],"this":[58],"paper":[59],"we":[60],"propose":[61],"a":[62,92],"system":[66,104],"employs":[68],"Independent":[69],"Component":[70],"Analysis":[71],"algorithm":[72],"is":[74],"able":[75],"to":[76],"decouple":[77],"multiple":[78],"simultaneous":[79],"disturbances,":[82],"Support":[84],"Vector":[85],"Machines":[86],"for":[87,108],"occurrence":[90],"disturbance.":[93],"We":[94],"also":[95],"show":[96],"first":[98],"steps":[99],"towards":[100],"embedding":[101],"proposed":[103],"on":[105],"an":[106],"FPGA":[107],"online":[109],"monitoring.":[112]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
