{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T02:03:32Z","timestamp":1784685812003,"version":"3.55.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100011660","name":"Idaho National Laboratory","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011660","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy Wind Energy Technologies Office","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000993","name":"Battelle Energy Alliance","doi-asserted-by":"publisher","award":["DE AC07-05ID14517"],"award-info":[{"award-number":["DE AC07-05ID14517"]}],"id":[{"id":"10.13039\/100000993","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Microgrids, Infrastructure Resilience and Advanced Controls Launchpad (MIRACL) project"},{"name":"Commonwealth Cyber Initiative, an investment in the advancement of cyber R&D, innovation and workforce development. For more information about CCI, visit cyberinitiative.org"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3127169","type":"journal-article","created":{"date-parts":[[2021,11,10]],"date-time":"2021-11-10T22:08:03Z","timestamp":1636582083000},"page":"159475-159494","source":"Crossref","is-referenced-by-count":25,"title":["The Virtualized Cyber-Physical Testbed for Machine Learning Anomaly Detection: A Wind Powered Grid Case Study"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8686-4752","authenticated-orcid":false,"given":"Daniel L.","family":"Marino","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3333-5101","authenticated-orcid":false,"given":"Chathurika S.","family":"Wickramasinghe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5909-3454","authenticated-orcid":false,"given":"Vivek Kumar","family":"Singh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jake","family":"Gentle","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3198-8838","authenticated-orcid":false,"given":"Craig","family":"Rieger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1484-7678","authenticated-orcid":false,"given":"Milos","family":"Manic","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.12.013"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2012.01.003"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3018981.3018988"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MSCPES49613.2020.9133689"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3186318"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2901378.2901383"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1177\/0037549717749014"},{"key":"ref36","author":"roth","year":"2020","journal-title":"Integrating a Network Simulator With the High Level Architecture for the Co-Simulation of Cyber-Physical Systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2015.7286238"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/GHTC.2014.6970342"},{"key":"ref28","first-page":"42","article-title":"Hardware-in-the-loop simulation","volume":"12","author":"ledin","year":"1999","journal-title":"Embedded Syst Program"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/FIE.1999.841594"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2899015.2899020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/RWS47064.2019.8972003"},{"key":"ref1","author":"administration","year":"2021","journal-title":"Wind Explained Electricity Generation From Wind"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM41954.2020.9281615"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/app9153003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/RWEEK.2017.8088669"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.5370\/JEET.2015.10.3.1319"},{"key":"ref23","year":"2020","journal-title":"Roadmap for Wind Cybersecurity"},{"key":"ref26","article-title":"Limitations of hardware-in-the-loop simulations of space robotics dynamics using industrial robots","author":"krenn","year":"1999"},{"key":"ref25","author":"gentle","year":"2012","journal-title":"Cybersecurity for Wind Energy"},{"key":"ref50","first-page":"2","article-title":"Deep autoencoding Gaussian mixture model for unsupervised anomaly detection","author":"zong","year":"2018","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref51","doi-asserted-by":"crossref","DOI":"10.1016\/j.iot.2019.100059","article-title":"Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches","volume":"7","author":"hasan","year":"2019","journal-title":"Internet of the Things"},{"key":"ref59","year":"2021","journal-title":"Project ACRN A Big Little Hypervisor for IoT Development"},{"key":"ref58","author":"edge","year":"2021","journal-title":"Preparing for the Realtime Future"},{"key":"ref57","author":"gagnon","year":"2021","journal-title":"Wind Farm (DFIG Phasor Model)"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/jimaging4020036"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3064819"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"708","DOI":"10.1016\/j.procs.2015.08.220","article-title":"Survey on anomaly detection using data mining techniques","volume":"60","author":"agrawal","year":"2015","journal-title":"Proc Journal of Computer Science"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/1167253.1167288"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3112397"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TDC-LA.2018.8511771"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cps.2018.5040"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT-Asia.2016.7796538"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/EUROCON.2019.8861563"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2589903"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2226919"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2002.10.002"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2019.06.033"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.06.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2537210"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/RWS50334.2020.9241284"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2020.2973107"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2019.8927060"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2002.1166451"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijcip.2017.03.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/en14051409"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TRIDNT.2005.21"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2005.01.009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1868447.1868466"},{"key":"ref46","volume":"7","author":"fetzer","year":"2018","journal-title":"Development of a MATLAB\/Simulink Framework for Phasor-Based Power System Simulation and Component Modeling Based on State Machines"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04798-5_5"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2017.149"},{"key":"ref47","author":"woodall","year":"2021","journal-title":"Ros on DDS"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/NFV-SDN.2016.7919490"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ColComCon.2014.6860404"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2587883"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2774993.2775012"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6287639\/9312710\/9611286-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09611286.pdf?arnumber=9611286","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:53:38Z","timestamp":1649444018000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9611286\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":59,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3127169","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}