{"id":"https://openalex.org/W2148938203","doi":"https://doi.org/10.1109/cscwd.2008.4537137","title":"Load recognition for different loads with the same real power and reactive power in a non-intrusive load-monitoring system","display_name":"Load recognition for different loads with the same real power and reactive power in a non-intrusive load-monitoring system","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W2148938203","doi":"https://doi.org/10.1109/cscwd.2008.4537137","mag":"2148938203"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2008.4537137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2008.4537137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 12th International Conference on Computer Supported Cooperative Work in Design","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/A5073476739","display_name":"Hsueh\u2010Hsien Chang","orcid":"https://orcid.org/0000-0001-8813-4289"},"institutions":[{"id":"https://openalex.org/I12509574","display_name":"Jinwen University of Science and Technology","ror":"https://ror.org/03dr26375","country_code":"TW","type":"education","lineage":["https://openalex.org/I12509574"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsueh-Hsien Chang","raw_affiliation_strings":["Department of Electronic Engineering, Jinwen University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Jinwen University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I12509574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028212261","display_name":"Ching\u2010Lung Lin","orcid":"https://orcid.org/0000-0001-5104-5709"},"institutions":[{"id":"https://openalex.org/I143003336","display_name":"Minghsin University of Science and Technology","ror":"https://ror.org/054etzm63","country_code":"TW","type":"education","lineage":["https://openalex.org/I143003336"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Lung Lin","raw_affiliation_strings":["Department of Electrical Engineering, Minghsin University of Science and Technology, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Minghsin University of Science and Technology, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I143003336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046413348","display_name":"Hong\u2010Tzer Yang","orcid":"https://orcid.org/0000-0002-1965-0922"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hong-Tzer Yang","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1122","last_page":"1127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9958000183105469,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/emtp","display_name":"Emtp","score":0.6772118210792542},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.6037992835044861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696314573287964},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5656087398529053},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5284746885299683},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.514325737953186},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.465610533952713},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4350603222846985},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.4263484477996826},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3607023358345032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22581249475479126},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11867779493331909},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1053292453289032}],"concepts":[{"id":"https://openalex.org/C2778363592","wikidata":"https://www.wikidata.org/wiki/Q5374837","display_name":"Emtp","level":4,"score":0.6772118210792542},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.6037992835044861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696314573287964},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5656087398529053},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5284746885299683},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.514325737953186},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.465610533952713},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4350603222846985},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.4263484477996826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3607023358345032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22581249475479126},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11867779493331909},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1053292453289032},{"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/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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2008.4537137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2008.4537137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 12th International Conference on Computer Supported Cooperative Work in Design","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1985345651","https://openalex.org/W2004075725","https://openalex.org/W2010314082","https://openalex.org/W2045247177","https://openalex.org/W2062707341","https://openalex.org/W2101047175","https://openalex.org/W2104153904","https://openalex.org/W2109641041","https://openalex.org/W2111778016","https://openalex.org/W2120122927","https://openalex.org/W2123910460","https://openalex.org/W2131634249","https://openalex.org/W2152048686","https://openalex.org/W2155381372"],"related_works":["https://openalex.org/W3046935066","https://openalex.org/W1493078154","https://openalex.org/W1045185228","https://openalex.org/W42884737","https://openalex.org/W2214904060","https://openalex.org/W78604415","https://openalex.org/W1591615582","https://openalex.org/W2167148419","https://openalex.org/W2093411737","https://openalex.org/W3158513142"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,13,28,31,34,69,87,94,104],"use":[4],"of":[5,30,65,96,118],"power":[6,16,19,107,110],"signature":[7],"to":[8],"recognize":[9],"different":[10,101],"loads":[11,39,102],"with":[12,103],"same":[14,105],"real":[15,106],"and":[17,42,50,68,74,108,115],"reactive":[18,109],"in":[20,59,111],"a":[21,60,77,112],"non-intrusive":[22],"load-monitoring":[23],"(NILM)":[24],"system.":[25],"To":[26],"test":[27],"performance":[29],"proposed":[32],"approach,":[33],"data":[35],"sets":[36],"for":[37,100],"electrical":[38],"were":[40,57,72],"analyzed":[41,73],"established":[43],"using":[44,76],"an":[45],"electromagnetic":[46],"transient":[47,89],"program":[48],"(EMTP)":[49],"onsite":[51],"load":[52,66,97],"measurement.":[53],"Load":[54],"recognition":[55,67],"techniques":[56],"applied":[58],"neural":[61],"network.":[62],"The":[63,82],"effectiveness":[64],"time":[70],"requirement":[71],"compared":[75],"back":[78],"propagation":[79],"classifier":[80],"method.":[81],"experiments":[83],"revealed":[84],"that":[85],"analyzing":[86],"turn-on":[88],"energy":[90],"signatures":[91],"can":[92],"enhance":[93],"efficiency":[95],"recognition,":[98],"particularly":[99],"NILM":[113],"system,":[114],"improve":[116],"ability":[117],"computational":[119],"speed.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
