{"id":"https://openalex.org/W4388894615","doi":"https://doi.org/10.1109/tencon58879.2023.10322383","title":"Classification-Based Electricity Theft Detection on Households with Photovoltaic Generation and Net Metering","display_name":"Classification-Based Electricity Theft Detection on Households with Photovoltaic Generation and Net Metering","publication_year":2023,"publication_date":"2023-10-31","ids":{"openalex":"https://openalex.org/W4388894615","doi":"https://doi.org/10.1109/tencon58879.2023.10322383"},"language":"en","primary_location":{"id":"doi:10.1109/tencon58879.2023.10322383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon58879.2023.10322383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)","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/A5093314817","display_name":"Renelyn Myka P. Maala","orcid":null},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Renelyn Myka P. Maala","raw_affiliation_strings":["University of the Philippines Diliman,Electrical and Electronics Engineering Institute","Electrical and Electronics Engineering Institute, University of the Philippines Diliman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Philippines Diliman,Electrical and Electronics Engineering Institute","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Institute, University of the Philippines Diliman","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093314818","display_name":"Andrew Miguel B. Rebamba","orcid":null},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Andrew Miguel B. Rebamba","raw_affiliation_strings":["University of the Philippines Diliman,Electrical and Electronics Engineering Institute","Electrical and Electronics Engineering Institute, University of the Philippines Diliman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Philippines Diliman,Electrical and Electronics Engineering Institute","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Institute, University of the Philippines Diliman","institution_ids":["https://openalex.org/I87074743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020405443","display_name":"Adonis Emmanuel DC. Tio","orcid":"https://orcid.org/0000-0001-6399-184X"},"institutions":[{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Adonis Emmanuel DC. Tio","raw_affiliation_strings":["University of the Philippines Diliman,Electrical and Electronics Engineering Institute","Electrical and Electronics Engineering Institute, University of the Philippines Diliman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Philippines Diliman,Electrical and Electronics Engineering Institute","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Institute, University of the Philippines Diliman","institution_ids":["https://openalex.org/I87074743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6136,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68285756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1094","last_page":"1099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","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/T13429","display_name":"Electricity Theft Detection Techniques","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/T11220","display_name":"Water Systems and Optimization","score":0.9692000150680542,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9408000111579895,"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/metering-mode","display_name":"Metering mode","score":0.8426101207733154},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6640483736991882},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6404584050178528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5605813264846802},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.559848964214325},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5329640507698059},{"id":"https://openalex.org/keywords/net-metering","display_name":"Net metering","score":0.4557792842388153},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.41353821754455566},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38562679290771484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34896811842918396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3435271084308624},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.18940934538841248},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.1511082947254181},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10822471976280212}],"concepts":[{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.8426101207733154},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6640483736991882},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6404584050178528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5605813264846802},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.559848964214325},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5329640507698059},{"id":"https://openalex.org/C2779961549","wikidata":"https://www.wikidata.org/wiki/Q2685471","display_name":"Net metering","level":4,"score":0.4557792842388153},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.41353821754455566},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38562679290771484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34896811842918396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3435271084308624},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.18940934538841248},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.1511082947254181},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10822471976280212},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon58879.2023.10322383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon58879.2023.10322383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1984419556","https://openalex.org/W2417366420","https://openalex.org/W2528224888","https://openalex.org/W2539651221","https://openalex.org/W2542346878","https://openalex.org/W2904498506","https://openalex.org/W2965226712","https://openalex.org/W2979727854","https://openalex.org/W2995589476","https://openalex.org/W3010832015","https://openalex.org/W3023396513","https://openalex.org/W3033080337","https://openalex.org/W3037931488","https://openalex.org/W3090158923","https://openalex.org/W3197188289","https://openalex.org/W3197609195","https://openalex.org/W3215451781"],"related_works":["https://openalex.org/W2442487510","https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W1990698919","https://openalex.org/W2077996342","https://openalex.org/W2561882072","https://openalex.org/W1136749283","https://openalex.org/W4310881972","https://openalex.org/W1981973816","https://openalex.org/W2499925746"],"abstract_inverted_index":{"With":[0],"decreasing":[1],"rooftop":[2,18,27,59],"photovoltaic":[3],"(PV)":[4],"costs":[5],"and":[6,13,21,29,48,61,68,80,99,126,154,166,175,187,194,200,215],"increased":[7],"incentives":[8],"to":[9,136,182],"generate":[10],"electricity,":[11],"more":[12,14,33,39],"end-users":[15],"are":[16,204],"installing":[17],"PV":[19,28,60,186],"systems":[20,57],"availing":[22],"net":[23,30,62,124,188],"metering.":[24,63,189],"However,":[25],"as":[26,177,202],"metering":[31],"become":[32],"prevalent,":[34],"electricity":[35],"theft":[36,53,127],"detection":[37,54],"becomes":[38],"challenging.":[40],"This":[41],"paper":[42],"investigates":[43],"the":[44,73,109,133,140,206],"performance":[45],"of":[46,122,185,212,217],"features":[47,67,75,135,178,203],"algorithms":[49,55],"used":[50,132],"in":[51,210],"classification-based":[52],"on":[56],"with":[58],"We":[64,71,130],"explore":[65],"five":[66],"four":[69],"algorithms.":[70],"use":[72,198],"following":[74,141],"computed":[76],"from":[77],"check":[78],"meter":[79,83,104],"individual":[81],"customer":[82],"readings:":[84],"gamma":[85],"deviance":[86,97],"(GD),":[87],"log":[88],"cosh":[89],"loss":[90,93],"(LCL),":[91],"percent":[92],"error":[94,101],"(PLE),":[95],"Poisson":[96],"(PD),":[98],"squared":[100],"(SE).":[102],"The":[103],"readings":[105],"were":[106],"simulated":[107],"using":[108,116,139,173],"IEEE":[110],"European":[111],"Low":[112],"Voltage":[113],"Test":[114,158],"Feeder":[115],"OpenDSS":[117],"across":[118],"a":[119],"wide":[120],"range":[121,216],"PV,":[123],"metering,":[125],"penetration":[128],"levels.":[129],"then":[131],"extracted":[134],"train":[137],"classifiers":[138],"algorithms:":[142],"support":[143],"vector":[144],"machine":[145],"(SVM),":[146],"artificial":[147],"neural":[148],"network":[149],"(ANN),":[150],"k-nearest":[151],"neighbors":[152],"(KNN),":[153],"decision":[155],"tree":[156],"(DT).":[157],"results":[159],"showed":[160],"that":[161,197],"KNN":[162],"generally":[163,168,179],"performed":[164,169],"poorly,":[165],"DT":[167,195],"well.":[170],"Moreover,":[171],"models":[172,196,209],"PD":[174,201],"LCL":[176,199],"displayed":[180],"robustness":[181],"varying":[183],"levels":[184],"And":[190],"finally,":[191],"ANN,":[192],"SVM,":[193],"among":[205],"highest":[207],"ranked":[208],"terms":[211],"median":[213],"accuracies":[214],"accuracy.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
