{"id":"https://openalex.org/W2557904489","doi":"https://doi.org/10.1109/isie.2016.7744980","title":"Power usage spike detection using smart meter data for load profiling","display_name":"Power usage spike detection using smart meter data for load profiling","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2557904489","doi":"https://doi.org/10.1109/isie.2016.7744980","mag":"2557904489"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2016.7744980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2016.7744980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-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/A5068274611","display_name":"Qingmai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Qingmai Wang","raw_affiliation_strings":["School of Electrical and Computer Engineering, RMIT University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, RMIT University, Victoria, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070195520","display_name":"Xinghuo Yu","orcid":"https://orcid.org/0000-0001-8093-9787"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinghuo Yu","raw_affiliation_strings":["School of Electrical and Computer Engineering, RMIT University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, RMIT University, Victoria, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071943197","display_name":"Pauline Chou","orcid":"https://orcid.org/0000-0001-6407-2028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pauline Chou","raw_affiliation_strings":["Australia Transaction Reports and Analysis Center, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Australia Transaction Reports and Analysis Center, Victoria, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103175205","display_name":"David Savage","orcid":"https://orcid.org/0000-0002-1610-6673"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Savage","raw_affiliation_strings":["School of Computer Science and IT, RMIT University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Victoria, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021983750","display_name":"Xiuzhen Zhang","orcid":"https://orcid.org/0000-0001-5558-3790"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuzhen Zhang","raw_affiliation_strings":["School of Computer Science and IT, RMIT University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Victoria, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013796255","display_name":"Jiangxia Zhong","orcid":"https://orcid.org/0000-0003-0332-7204"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiangxia Zhong","raw_affiliation_strings":["School of Electrical and Computer Engineering, RMIT University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, RMIT University, Victoria, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068274611"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":0.5513,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72073208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"732","last_page":"737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9952999949455261,"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/profiling","display_name":"Profiling (computer programming)","score":0.8673845529556274},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.8207507729530334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6945398449897766},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.533602774143219},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.5313694477081299},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.5146740078926086},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5128059983253479},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5090531706809998},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.45866668224334717},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4556586444377899},{"id":"https://openalex.org/keywords/metre","display_name":"Metre","score":0.4383505582809448},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.42778584361076355},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4175885319709778},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30460602045059204},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.27467235922813416},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.24011901021003723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22372516989707947},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12951815128326416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09362897276878357},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0899113118648529}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8673845529556274},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.8207507729530334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6945398449897766},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.533602774143219},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.5313694477081299},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.5146740078926086},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5128059983253479},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5090531706809998},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.45866668224334717},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4556586444377899},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.4383505582809448},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.42778584361076355},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4175885319709778},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30460602045059204},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.27467235922813416},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.24011901021003723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22372516989707947},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12951815128326416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09362897276878357},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0899113118648529},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2016.7744980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2016.7744980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1521478692","https://openalex.org/W1970977008","https://openalex.org/W1972833205","https://openalex.org/W1989866797","https://openalex.org/W2013000896","https://openalex.org/W2019949418","https://openalex.org/W2042443642","https://openalex.org/W2047358712","https://openalex.org/W2057714964","https://openalex.org/W2078549308","https://openalex.org/W2092317789","https://openalex.org/W2110869205","https://openalex.org/W2137553870","https://openalex.org/W2140156026","https://openalex.org/W2147855321","https://openalex.org/W2165231903","https://openalex.org/W6642991781","https://openalex.org/W6680455949"],"related_works":["https://openalex.org/W2566069434","https://openalex.org/W2517754784","https://openalex.org/W1498762745","https://openalex.org/W1483929671","https://openalex.org/W2771815161","https://openalex.org/W3170868388","https://openalex.org/W4362496811","https://openalex.org/W4313573824","https://openalex.org/W3202087458","https://openalex.org/W2047098080"],"abstract_inverted_index":{"Emerging":[0],"smart":[1,61,83],"meter":[2,62,84],"technologies":[3],"allow":[4],"energy":[5],"retailers":[6],"to":[7,73],"monitor":[8],"individual's":[9],"consumption":[10],"in":[11,18,49,60],"real":[12],"time.":[13],"Efforts":[14],"have":[15],"been":[16],"made":[17],"mining,":[19],"modelling":[20,47],"and":[21,70],"manipulating":[22],"those":[23],"time":[24],"series":[25],"data":[26],"for":[27,52,81],"large":[28],"number":[29],"of":[30,77],"applications,":[31],"such":[32],"as":[33],"demand":[34],"forecasting,":[35],"user":[36],"profiling":[37],"or":[38],"household":[39],"appliance":[40],"identification.":[41],"This":[42,55,65],"paper,":[43],"however,":[44],"focuses":[45],"on":[46],"spikes":[48,80],"power":[50,78],"usage":[51,79],"load":[53,63],"profiling.":[54],"is":[56],"a":[57,68],"critical":[58],"characteristic":[59],"profiles.":[64],"paper":[66],"presents":[67],"fast":[69],"accurate":[71],"method":[72],"automate":[74],"the":[75],"detection":[76],"further":[82],"applications.":[85]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
