{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T02:54:16Z","timestamp":1781060056535,"version":"3.54.1"},"reference-count":109,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3502546","type":"journal-article","created":{"date-parts":[[2024,11,20]],"date-time":"2024-11-20T19:06:14Z","timestamp":1732129574000},"page":"173599-173617","source":"Crossref","is-referenced-by-count":13,"title":["Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7537-403X","authenticated-orcid":false,"given":"Helene","family":"Bechara","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, &#x00C9;cole de technologie sup&#x00E9;rieure (&#x00C9;TS), Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2246-6541","authenticated-orcid":false,"given":"Rony","family":"Ibrahim","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, &#x00C9;cole de technologie sup&#x00E9;rieure (&#x00C9;TS), Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3283-9391","authenticated-orcid":false,"given":"Ryad","family":"Zemouri","sequence":"additional","affiliation":[{"name":"Hydro Qu&#x00E9;bec Research Institute (IREQ), Varennes, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bachir","family":"Kedjar","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, &#x00C9;cole de technologie sup&#x00E9;rieure (&#x00C9;TS), Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arezki","family":"Merkhouf","sequence":"additional","affiliation":[{"name":"Hydro Qu&#x00E9;bec Research Institute (IREQ), Varennes, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9228-5255","authenticated-orcid":false,"given":"Antoine","family":"Tahan","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, &#x00C9;cole de technologie sup&#x00E9;rieure (&#x00C9;TS), Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0276-4277","authenticated-orcid":false,"given":"Kamal","family":"Al-Haddad","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, &#x00C9;cole de technologie sup&#x00E9;rieure (&#x00C9;TS), Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TEC.2005.847955"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-epa.2016.0232"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2018.8352465"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2018.2814560"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ieeestd.2014.6797854"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3070581"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2375853"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EEAE49144.2020.9279018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICEM49940.2020.9270868"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/9258456"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICEM49940.2020.9270675"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1049\/elp2.12068"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.36001\/phmconf.2017.v9i1.2476"},{"key":"ref14","article-title":"Development of a hydrogenerator prognosis approach","volume-title":"Proc. 45th Int. Conf. Large High Voltage Electr. Syst.","author":"Amyot"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.36001\/ijphm.2019.v10i1.2753"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.36001\/phmconf.2013.v5i1.2301"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1049\/ip-epa:19941263"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2951750"},{"key":"ref19","article-title":"Artificial intelligence in electric machine drives: Advances and trends","author":"Zhang","year":"2021","journal-title":"arXiv:2110.05403"},{"issue":"4","key":"ref20","article-title":"Artificial intelligence: A powerful paradigm for scientific research","volume":"2","author":"Xu","year":"2021","journal-title":"Innovation"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10468-6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-022-01043-x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2022.100097"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/594\/1\/012023"},{"issue":"4","key":"ref25","article-title":"The application of expert system: A review of research and applications","volume":"11","author":"Tan","year":"2016","journal-title":"ARPN J. Eng. Appl. Sci."},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/60.50816"},{"key":"ref27","first-page":"755","article-title":"An expert system for fault diagnosis, repairing and maintenance of electrical machines","volume-title":"Proc. 6th WSEAS Int. Conf. Appl. Electr. Eng.","author":"Kontargyri"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.21275\/ART20203995"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/app11062761"},{"issue":"1","key":"ref30","article-title":"Introduction to artificial neural network","volume":"2","author":"Dongare","year":"2012","journal-title":"Int. J. Eng. Innov. Technol."},{"issue":"2","key":"ref31","first-page":"13","article-title":"Artificial neural network systems","volume":"21","author":"Dastres","year":"2021","journal-title":"Int. J. Imag. Robot."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2018.e00938"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/21.256541"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-017-9610-2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/InfoSEEE.2014.6947876"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2006.11.003"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(97)00061-0"},{"issue":"12","key":"ref39","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"Vincent","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2005.10.004"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1021\/ci034160g"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2004.1378564"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CHICC.2006.4347059"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2006.259031"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCA.2007.4376638"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCA.2007.4376337"},{"key":"ref48","article-title":"A study on fault diagnosis of hydroelectric generator based on D-S evidence theory","volume-title":"Proc. Int. Conf. Electr. Mach. Syst.","author":"Li"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2009.564"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2010.5641302"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.08.117"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1177\/1748006X13518032"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICNSC.2015.7116004"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1590\/2179-10742017v16i3854"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCBDA.2017.7951964"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ISCID.2018.10167"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/APAP47170.2019.9225078"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/iSPEC48194.2019.8975046"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2926095"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/4516132"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1002\/ese3.383"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/s19092055"},{"key":"ref63","first-page":"381","article-title":"Applying moving window principal component analysis (MWPCA) for fault detection in hydrogenerator","volume-title":"Proc. 30th Eur. Saf. Rel. Conf. 15th Probabilistic Saf. Assessment Manage. Conf.","author":"Michalski"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.23919\/SICE48898.2020.9240331"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3390\/app11010153"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2962775"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHM51084.2021.9486644"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2021.107837"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/SmartIoT52359.2021.00030"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/RAMS48097.2021.9605798"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s40998-021-00421-0"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/1207\/1\/012009"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CACRE54574.2022.9834205"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/SKIMA57145.2022.10029567"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ARGENCON55245.2022.9939782"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ICEM51905.2022.9910728"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ICEM51905.2022.9910797"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3054674"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.105859"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TDEI.2023.3267060"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2023.3281311"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/IEMDC55163.2023.10238971"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2023.3326783"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/OJIA.2024.3380249"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-022-00775-9"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2021.3078136"},{"key":"ref87","volume-title":"Data Cleaning","author":"Ihab","year":"2019"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1145\/3506712"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2021.3110318"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.3390\/make3010004"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2022.3190639"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/PHM.2008.4711436"},{"issue":"2","key":"ref93","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5121\/ijdkp.2015.5201","article-title":"A review on evaluation metrics for data classification evaluations","volume":"5","author":"Hossin","year":"2015","journal-title":"Int. J. Data Mining Knowl. Manage. Process"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2021.04.001"},{"issue":"1","key":"ref95","first-page":"3","article-title":"Advantages and disadvantages of artificial intelligence and machine learning: A literature review","volume":"9","author":"Khanzode","year":"2020","journal-title":"Int. J. Library Inf. Sci."},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.01.007"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/TEC.2003.811739"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2019.106587"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120860"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2022.3218005"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2938227"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1049\/elp2.12031"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2015.2417501"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1177\/1748006X211035623"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/RAMS48097.2021.9605722"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e17584"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/15\/4\/042014"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/TEC.2003.816600"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2020.578152"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10758653.pdf?arnumber=10758653","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T06:08:50Z","timestamp":1732601330000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10758653\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":109,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3502546","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}