{"id":"https://openalex.org/W4293194231","doi":"https://doi.org/10.1109/tii.2022.3151748","title":"A New False Data Injection Attack Detection Model for Cyberattack Resilient Energy Forecasting","display_name":"A New False Data Injection Attack Detection Model for Cyberattack Resilient Energy Forecasting","publication_year":2022,"publication_date":"2022-02-15","ids":{"openalex":"https://openalex.org/W4293194231","doi":"https://doi.org/10.1109/tii.2022.3151748"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3151748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3151748","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5033347445","display_name":"Amirhossein Ahmadi","orcid":"https://orcid.org/0000-0003-3019-8962"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Amirhossein Ahmadi","raw_affiliation_strings":["Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3019-8962","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058613643","display_name":"Mojtaba Nabipour","orcid":"https://orcid.org/0000-0001-7154-9445"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mojtaba Nabipour","raw_affiliation_strings":["Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7154-9445","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068691482","display_name":"Saman Taheri","orcid":null},"institutions":[{"id":"https://openalex.org/I135191193","display_name":"University of Indianapolis","ror":"https://ror.org/052133d12","country_code":"US","type":"education","lineage":["https://openalex.org/I135191193"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saman Taheri","raw_affiliation_strings":["Department of Mechanical Engineering, Purdue University Indianapolis, Indianapolis, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-0253-9443","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Purdue University Indianapolis, Indianapolis, IN, USA","institution_ids":["https://openalex.org/I135191193","https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016541935","display_name":"Behnam Mohammadi\u2010Ivatloo","orcid":"https://orcid.org/0000-0002-0255-8353"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Behnam Mohammadi-Ivatloo","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0000-0002-0255-8353","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061146009","display_name":"Vahid Vahidinasab","orcid":"https://orcid.org/0000-0002-0779-8727"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vahid Vahidinasab","raw_affiliation_strings":["Department of Engineering, School of Science and Technology, Nottingham Trent University, Nottingham, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0779-8727","affiliations":[{"raw_affiliation_string":"Department of Engineering, School of Science and Technology, Nottingham Trent University, Nottingham, U.K","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033347445"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":7.8979,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.98262271,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":"1","first_page":"371","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9994999766349792,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7108960747718811},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6744850873947144},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.6700052618980408},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5749059915542603},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5468331575393677},{"id":"https://openalex.org/keywords/scada","display_name":"SCADA","score":0.46709364652633667},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4321024715900421},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4171627461910248},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40886831283569336},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2525258958339691},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1519773006439209},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13297423720359802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7108960747718811},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6744850873947144},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.6700052618980408},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5749059915542603},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5468331575393677},{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.46709364652633667},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4321024715900421},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4171627461910248},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40886831283569336},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2525258958339691},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1519773006439209},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13297423720359802},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2022.3151748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3151748","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:irep.ntu.ac.uk:45741","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2039984414","https://openalex.org/W2093197140","https://openalex.org/W2319367234","https://openalex.org/W2332912277","https://openalex.org/W2511683089","https://openalex.org/W2525022545","https://openalex.org/W2597776218","https://openalex.org/W2737306402","https://openalex.org/W2763926615","https://openalex.org/W2765742741","https://openalex.org/W2782144814","https://openalex.org/W2786905048","https://openalex.org/W2821843609","https://openalex.org/W2879766152","https://openalex.org/W2889702961","https://openalex.org/W2901904435","https://openalex.org/W2905723460","https://openalex.org/W2907922133","https://openalex.org/W2910314742","https://openalex.org/W2913762543","https://openalex.org/W2918639172","https://openalex.org/W2945236236","https://openalex.org/W2960560113","https://openalex.org/W2965418506","https://openalex.org/W2984195658","https://openalex.org/W2985419578","https://openalex.org/W2995611246","https://openalex.org/W3004095348","https://openalex.org/W3005803304","https://openalex.org/W3022218140","https://openalex.org/W3024313662","https://openalex.org/W3027095575","https://openalex.org/W3037216450","https://openalex.org/W3045333620","https://openalex.org/W3047921717","https://openalex.org/W3066024730","https://openalex.org/W3128628857","https://openalex.org/W3133147635","https://openalex.org/W3140570329","https://openalex.org/W3186442101","https://openalex.org/W6781282198"],"related_works":["https://openalex.org/W2008630378","https://openalex.org/W2615977515","https://openalex.org/W2118717649","https://openalex.org/W1958015814","https://openalex.org/W2146396794","https://openalex.org/W2809162650","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W4225593417"],"abstract_inverted_index":{"As":[0],"power":[1,97,169],"systems":[2,13],"are":[3,198],"gradually":[4],"evolving":[5],"into":[6,178],"more":[7,29],"efficient":[8],"and":[9,21,31,36,114,119,133,146,181,187,192],"intelligent":[10],"cyber\u2013physical":[11],"energy":[12,122],"with":[14,142],"the":[15,39,47,89,96,112,117,159,190,195],"large-scale":[16],"penetration":[17],"of":[18,38,64,73,121,158,194],"renewable":[19],"energies":[20],"information":[22],"technology,":[23],"they":[24],"become":[25],"increasingly":[26],"reliant":[27],"upon":[28,46],"accurate":[30,140],"complex":[32],"forecasting.":[33],"The":[34,125,156],"accuracy":[35,191],"generalizability":[37,193],"forecasting":[40,90,123,170],"rest,":[41],"to":[42,54,109],"a":[43,62,70,102],"great":[44],"extent,":[45],"data":[48,57,176,183],"quality,":[49],"which":[50,77],"is":[51,128,162,184],"very":[52],"susceptible":[53],"cyberattacks.":[55],"False":[56],"injection":[58],"(FDI)":[59],"attacks":[60],"constitute":[61],"class":[63],"cyberattacks":[65],"that":[66,174],"could":[67],"maliciously":[68],"alter":[69],"large":[71],"portion":[72],"supposedly":[74],"protected":[75],"data,":[76],"may":[78],"not":[79],"be":[80],"easily":[81],"detected":[82],"by":[83],"existing":[84],"operational":[85],"practices,":[86],"thereby":[87],"deteriorating":[88],"performance":[91],"causing":[92],"catastrophic":[93],"consequences":[94],"in":[95],"system.":[98],"This":[99],"article":[100],"proposes":[101],"novel":[103],"data-driven":[104],"FDI":[105],"attack":[106],"detection":[107],"mechanism":[108,127],"automatically":[110],"detect":[111],"intrusions":[113],"thus":[115],"enrich":[116],"reliability":[118],"resiliency":[120],"systems.":[124],"proposed":[126,160],"based":[129],"on":[130],"cross-validation,":[131],"least-squares,":[132],"<italic":[134],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">z</i>":[136],"-score":[137],"metric":[138],"providing":[139],"detections":[141],"low":[143],"computational":[144],"cost":[145],"high":[147],"scalability":[148],"without":[149],"utilizing":[150],"either":[151],"system\u2019s":[152],"models":[153],"or":[154],"parameters.":[155],"effectiveness":[157],"detector":[161],"corroborated":[163],"through":[164],"six":[165],"representative":[166],"tree-based":[167],"wind":[168],"models.":[171],"Experiments":[172],"indicate":[173],"corrupted":[175],"injected":[177],"input,":[179],"output,":[180],"input\u2013output":[182],"properly":[185],"located":[186],"removed,":[188],"whereby":[189],"final":[196],"forecasts":[197],"recovered.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}