{"id":"https://openalex.org/W4312683245","doi":"https://doi.org/10.1109/tnnls.2022.3230056","title":"Codesign of FDI Attacks Detection, Isolation, and Mitigation for Complex Microgrid Systems: An HBF-NN-Based Approach","display_name":"Codesign of FDI Attacks Detection, Isolation, and Mitigation for Complex Microgrid Systems: An HBF-NN-Based Approach","publication_year":2022,"publication_date":"2022-12-26","ids":{"openalex":"https://openalex.org/W4312683245","doi":"https://doi.org/10.1109/tnnls.2022.3230056","pmid":"https://pubmed.ncbi.nlm.nih.gov/37015670"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2022.3230056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3230056","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5050172715","display_name":"Engang Tian","orcid":"https://orcid.org/0000-0002-8169-5347"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Engang Tian","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8169-5347","affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034155701","display_name":"Zhihua Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Wu","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066409796","display_name":"Xiangpeng Xie","orcid":"https://orcid.org/0000-0003-4822-3134"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangpeng Xie","raw_affiliation_strings":["Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4822-3134","affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050172715"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":null,"apc_paid":null,"fwci":2.3052,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88217812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"35","issue":"5","first_page":"6156","last_page":"6165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9998999834060669,"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":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.7630131244659424},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.691939651966095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49241912364959717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22501754760742188},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08840629458427429}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.7630131244659424},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.691939651966095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49241912364959717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22501754760742188},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08840629458427429},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2022.3230056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3230056","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37015670","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37015670","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2930414529","display_name":null,"funder_award_id":"21ZR444900","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G3144160905","display_name":null,"funder_award_id":"61903252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3656832279","display_name":null,"funder_award_id":"62173231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336023","display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1963576557","https://openalex.org/W1982579075","https://openalex.org/W2002254092","https://openalex.org/W2039984414","https://openalex.org/W2055093780","https://openalex.org/W2057491769","https://openalex.org/W2332912277","https://openalex.org/W2364749703","https://openalex.org/W2550453031","https://openalex.org/W2596761374","https://openalex.org/W2762155482","https://openalex.org/W2783777241","https://openalex.org/W2790715269","https://openalex.org/W2792853279","https://openalex.org/W2802409543","https://openalex.org/W2888227520","https://openalex.org/W2892152277","https://openalex.org/W2911189247","https://openalex.org/W2919670220","https://openalex.org/W2921315020","https://openalex.org/W2921584596","https://openalex.org/W2966766277","https://openalex.org/W2968807246","https://openalex.org/W2971723304","https://openalex.org/W2984987324","https://openalex.org/W2987272366","https://openalex.org/W3008299449","https://openalex.org/W3010885674","https://openalex.org/W3011490591","https://openalex.org/W3048667249","https://openalex.org/W3091933747","https://openalex.org/W3125869297","https://openalex.org/W3160862867","https://openalex.org/W3166033322","https://openalex.org/W3179359551","https://openalex.org/W3180041333","https://openalex.org/W3186191775","https://openalex.org/W3213666303","https://openalex.org/W3214008961","https://openalex.org/W3217155638","https://openalex.org/W4200265924","https://openalex.org/W4205645433","https://openalex.org/W4205761702","https://openalex.org/W4221117030","https://openalex.org/W4225572800","https://openalex.org/W4226288796","https://openalex.org/W4234984547","https://openalex.org/W4294811206","https://openalex.org/W4294982764","https://openalex.org/W4295872790","https://openalex.org/W4307433232"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W2907234787"],"abstract_inverted_index":{"The":[0],"primary":[1],"purpose":[2],"of":[3,24,63,84,115,126,155,160],"this":[4],"article":[5],"is":[6,40,77,107,144,149],"to":[7,57,79,110,121,151],"design":[8],"an":[9,37,68,131],"intelligent":[10,69,139],"false":[11],"data":[12],"injection":[13],"(FDI)":[14],"attacks":[15,52,117,164],"detection,":[16,165],"isolation,":[17,166],"and":[18,50,88,141,146,158,167],"mitigation":[19,168],"scheme":[20],"for":[21],"a":[22,33,96,136],"class":[23],"complex":[25,65,128],"microgrid":[26,35],"systems":[27,129],"with":[28,36],"electric":[29],"vehicles":[30],"(EVs).":[31],"First,":[32],"networked":[34],"EV":[38],"model":[39],"well":[41],"established,":[42],"which":[43],"takes":[44],"load":[45],"disturbance,":[46],"wind":[47],"generation":[48],"fluctuation,":[49],"FDI":[51,116,163],"into":[53],"account":[54],"so":[55,119],"as":[56,120],"truly":[58],"reflect":[59],"the":[60,64,82,85,90,112,123,127,156,161],"operation":[61,125],"process":[62],"system.":[66],"Then,":[67],"hyper":[70],"basis":[71],"function":[72],"neural":[73],"network":[74,133],"(HBF-NN)":[75],"observer":[76],"designed":[78,109],"accurately":[80],"estimate":[81],"state":[83],"microgrids,":[86],"learn,":[87],"reconstruct":[89],"possible":[91],"attack":[92],"signal":[93],"online.":[94],"Subsequently,":[95],"novel":[97],"HBF-NN-based":[98],"<inline-formula":[99],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[100],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[101],"<tex-math":[102],"notation=\"LaTeX\">${\\mathcal":[103],"{H}}_{\\infty}$</tex-math>":[104],"</inline-formula>":[105],"controller":[106],"skillfully":[108],"mitigate":[111],"negative":[113],"impact":[114],"online,":[118],"ensure":[122],"normal":[124],"in":[130],"unreliable":[132],"environment.":[134],"Finally,":[135],"two-stage":[137],"integrated":[138],"detection":[140],"maintenance":[142],"algorithm":[143],"summarized":[145],"one":[147],"simulation":[148],"presented":[150],"provide":[152],"tangible":[153],"evidence":[154],"feasibility":[157],"superiority":[159],"proposed":[162],"methodology.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}