{"id":"https://openalex.org/W4321484469","doi":"https://doi.org/10.1109/tii.2023.3246983","title":"Digital Twins for Anomaly Detection in the Industrial Internet of Things: Conceptual Architecture and Proof-of-Concept","display_name":"Digital Twins for Anomaly Detection in the Industrial Internet of Things: Conceptual Architecture and Proof-of-Concept","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321484469","doi":"https://doi.org/10.1109/tii.2023.3246983"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3246983","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tii.2023.3246983","pdf_url":"https://ieeexplore.ieee.org/ielx7/9424/4389054/10049521.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/9424/4389054/10049521.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052684530","display_name":"Alessandra De Benedictis","orcid":"https://orcid.org/0000-0001-7455-4653"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandra De Benedictis","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037708866","display_name":"Francesco Flammini","orcid":"https://orcid.org/0000-0002-2833-7196"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Francesco Flammini","raw_affiliation_strings":["School of Innovation, Design, and Engineering, M&#x00E4;lardalen University, V&#x00E4;steras, Sweden","Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, IT, Italy"],"affiliations":[{"raw_affiliation_string":"School of Innovation, Design, and Engineering, M&#x00E4;lardalen University, V&#x00E4;steras, Sweden","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, IT, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045567395","display_name":"Nicola Mazzocca","orcid":"https://orcid.org/0000-0002-0401-9687"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Mazzocca","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028055173","display_name":"Alessandra Somma","orcid":"https://orcid.org/0000-0001-5372-4588"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Somma","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101694358","display_name":"Francesco Vitale","orcid":"https://orcid.org/0000-0003-2325-0056"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Vitale","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052684530"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":11.576,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.98692013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":"12","first_page":"11553","last_page":"11563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9314000010490417,"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/proof-of-concept","display_name":"Proof of concept","score":0.6753371357917786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6675660014152527},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.5938611626625061},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5909249186515808},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5583069920539856},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5156680345535278},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5136377215385437},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.4583212435245514},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37186765670776367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23644942045211792},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2220342457294464},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11931419372558594},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10702270269393921}],"concepts":[{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.6753371357917786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675660014152527},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.5938611626625061},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5909249186515808},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5583069920539856},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5156680345535278},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5136377215385437},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.4583212435245514},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37186765670776367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23644942045211792},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2220342457294464},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11931419372558594},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10702270269393921},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3246983","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tii.2023.3246983","pdf_url":"https://ieeexplore.ieee.org/ielx7/9424/4389054/10049521.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tii.2023.3246983","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tii.2023.3246983","pdf_url":"https://ieeexplore.ieee.org/ielx7/9424/4389054/10049521.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321484469.pdf","grobid_xml":"https://content.openalex.org/works/W4321484469.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1937768634","https://openalex.org/W1974758710","https://openalex.org/W2122646361","https://openalex.org/W2169776528","https://openalex.org/W2486444208","https://openalex.org/W2524961085","https://openalex.org/W2698753202","https://openalex.org/W2910597635","https://openalex.org/W2914718410","https://openalex.org/W2947869719","https://openalex.org/W2982689699","https://openalex.org/W2988359971","https://openalex.org/W2991817166","https://openalex.org/W3008876591","https://openalex.org/W3035411635","https://openalex.org/W3037974900","https://openalex.org/W3082435965","https://openalex.org/W3097525958","https://openalex.org/W3101799469","https://openalex.org/W3112130234","https://openalex.org/W3112314931","https://openalex.org/W3120894871","https://openalex.org/W3134116407","https://openalex.org/W3157961865","https://openalex.org/W3165720204","https://openalex.org/W3165946426","https://openalex.org/W3194976308","https://openalex.org/W3203959364","https://openalex.org/W3215011116","https://openalex.org/W4200225890","https://openalex.org/W4230246937","https://openalex.org/W4280599547","https://openalex.org/W4285171351","https://openalex.org/W4285891733","https://openalex.org/W4292830141","https://openalex.org/W4295046679","https://openalex.org/W4295982019","https://openalex.org/W4296913260","https://openalex.org/W4297721798","https://openalex.org/W4312243352","https://openalex.org/W4312553523"],"related_works":["https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W1580144672","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4248634784","https://openalex.org/W2103296973","https://openalex.org/W1988127757","https://openalex.org/W2165832238","https://openalex.org/W4250547108"],"abstract_inverted_index":{"Modern":[0],"cyber-physical":[1],"systems":[2],"based":[3,46,101],"on":[4,47,81,102],"the":[5,20,48,73,82,103,115,132],"Industrial":[6],"Internet":[7],"of":[8,22,27,50,65,86,126],"Things":[9],"(IIoT)":[10],"can":[11],"be":[12],"highly":[13],"distributed":[14],"and":[15,17,54,58,79,94,117,129],"heterogeneous,":[16],"that":[18],"increases":[19],"risk":[21],"failures":[23],"due":[24],"to":[25,90],"misbehavior":[26],"interconnected":[28],"components,":[29],"or":[30,98],"other":[31],"interaction":[32],"anomalies.":[33],"In":[34],"this":[35],"paper,":[36],"we":[37,59],"introduce":[38],"a":[39,63,122],"conceptual":[40],"architecture":[41,69],"for":[42],"IIoT":[43],"anomaly":[44],"detection":[45],"paradigms":[49],"Digital":[51],"Twins":[52],"(DT)":[53],"Autonomic":[55],"Computing":[56],"(AC),":[57],"test":[60],"it":[61],"through":[62],"proof-of-concept":[64],"industrial":[66],"relevance.":[67],"The":[68],"is":[70],"derived":[71],"from":[72,106],"current":[74],"state-of-the-art":[75],"in":[76,88],"DT":[77],"research":[78],"leverages":[80],"MAPE-K":[83],"feedback":[84],"loop":[85],"AC":[87],"order":[89],"monitor,":[91],"analyze,":[92],"plan,":[93],"execute":[95],"appropriate":[96],"reconfiguration":[97],"mitigation":[99],"strategies":[100],"detected":[104],"deviation":[105],"prescriptive":[107],"behavior":[108],"stored":[109],"as":[110],"shared":[111],"knowledge.":[112],"We":[113],"demonstrate":[114],"approach":[116],"discuss":[118],"results":[119],"by":[120],"using":[121],"reference":[123],"operational":[124],"scenario":[125],"adequate":[127],"complexity":[128],"criticality":[130],"within":[131],"European":[133],"Railway":[134],"Traffic":[135],"Management":[136],"System.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":7}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
