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Tavner: \u201cReview of condition monitoring of rotating electrical machines,\u201d IET Elect. Power Appl. <b>2<\/b> (2008) 215 (DOI: 10.1049\/iet-epa: 20070280).","DOI":"10.1049\/iet-epa:20070280"},{"key":"2","doi-asserted-by":"crossref","unstructured":"[2] N. Lahoud, <i>et al<\/i>.: \u201cElectrical aging of the insulation of low voltage machines: model definition and test with the design of experiments,\u201d IEEE Trans. Ind. Electron. <b>60<\/b> (2013) 4147 (DOI: 10.1109\/TIE.2013.2245615).","DOI":"10.1109\/TIE.2013.2245615"},{"key":"3","doi-asserted-by":"crossref","unstructured":"[3] G.C. Stone: \u201cCondition monitoring and diagnostics of motor and stator windings - A review,\u201d IEEE Trans. Dielectr. Electr. Insul. <b>20<\/b> (2013) 2073 (DOI: 10.1109\/TDEI.2013.6678855).","DOI":"10.1109\/TDEI.2013.6678855"},{"key":"4","doi-asserted-by":"crossref","unstructured":"[4] J. Yang, <i>et al<\/i>.: \u201cAn advanced stator winding insulation quality assessment technique for inverter-fed machines,\u201d IEEE Trans. Ind. Appl. <b>44<\/b> (2008) 555 (DOI: 10.1109\/TIA.2008.916753).","DOI":"10.1109\/TIA.2008.916753"},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] P.G. Oraee, <i>et al<\/i>.: \u201cSurge voltage distribution in line-end coils of induction motors,\u201d IEEE Trans. Power App. Syst. <b>104<\/b> (1985) 1843 (DOI: 10.1109\/tpas.1985.319222).","DOI":"10.1109\/TPAS.1985.319222"},{"key":"6","doi-asserted-by":"crossref","unstructured":"[6] K. Younsi, <i>et al<\/i>.: \u201cOn-line capacitance and dissipation factor monitoring of AC stator insulation,\u201d IEEE Trans. Dielectr. Electr. Insul. <b>17<\/b> (2010) 1441 (DOI: 10.1109\/TDEI.2010.5595545).","DOI":"10.1109\/TDEI.2010.5595545"},{"key":"7","doi-asserted-by":"crossref","unstructured":"[7] J. Yang, <i>et al<\/i>.: \u201cA stator winding insulation condition monitoring technique for inverter-fed machines,\u201d IEEE Trans. Power Electron. <b>22<\/b> (2007) 2026 (DOI: 10.1109\/TPEL.2007.904236).","DOI":"10.1109\/TPEL.2007.904236"},{"key":"8","doi-asserted-by":"crossref","unstructured":"[8] P. Zhang, <i>et al<\/i>.: \u201cA survey of condition monitoring and protection methods for medium-voltage induction motors,\u201d IEEE Trans. Ind. Appl. <b>47<\/b> (2011) 34 (DOI: 10.1109\/TIA.2010.2090839).","DOI":"10.1109\/TIA.2010.2090839"},{"key":"9","doi-asserted-by":"crossref","unstructured":"[9] P. Neti, <i>et al<\/i>.: \u201cOnline broadband insulation spectroscopy of induction machines using signal injection,\u201d IEEE Trans. Ind. Appl. <b>53<\/b> (2017) 1054 (DOI: 10.1109\/TIA.2016.2639014).","DOI":"10.1109\/TIA.2016.2639014"},{"key":"10","doi-asserted-by":"crossref","unstructured":"[10] B.L. Sang, <i>et al<\/i>.: \u201cAn online technique for monitoring the insulation condition of AC machine stator windings,\u201d IEEE Trans. Energy Convers. <b>20<\/b> (2005) 736 (DOI: 10.1109\/TEC.2005.853760).","DOI":"10.1109\/TEC.2005.853760"},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] P. Zhang, <i>et al<\/i>.: \u201cA novel online stator ground-wall insulation monitoring scheme for inverter-fed AC motors,\u201d IEEE Trans. Ind. Appl. <b>51<\/b> (2015) 2201 (DOI: 10.1109\/ECCE.2013.6647167).","DOI":"10.1109\/TIA.2014.2385937"},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] P. Nussbaumer, <i>et al<\/i>.: \u201cInduction machine insulation health state monitoring based on online switching transient exploitation,\u201d IEEE Trans. Ind. Electron. <b>62<\/b> (2015) 1835 (DOI: 10.1109\/TIE.2014.2361114).","DOI":"10.1109\/TIE.2014.2361114"},{"key":"13","doi-asserted-by":"crossref","unstructured":"[13] C. Zoeller, <i>et al<\/i>.: \u201cEvaluation and current-response-based identification of insulation degradation for high utilized electrical machines in railway application,\u201d IEEE Trans. Ind. Appl. <b>53<\/b> (2017) 2679 (DOI: 10.1109\/TIA.2017.2661718).","DOI":"10.1109\/TIA.2017.2661718"},{"key":"14","doi-asserted-by":"crossref","unstructured":"[14] J.W. Robert, <i>et al<\/i>.: \u201cA method for online stator insulation prognosis for inverter-driven machines,\u201d IEEE Trans. Ind. Appl. <b>54<\/b> (2018) 5897 (DOI: 10.1109\/TIA.2018.2854408).","DOI":"10.1109\/TIA.2018.2854408"},{"key":"15","doi-asserted-by":"crossref","unstructured":"[15] D. Xiang, <i>et al<\/i>.: \u201cOnline monitoring of incipient turn insulation degradation for inverter-fed machine using sensitive tail component in PWM switching oscillations,\u201d IEEE Trans. Power Electron. <b>36<\/b> (2021) 8730 (DOI: 10.1109\/TPEL.2021.3049809).","DOI":"10.1109\/TPEL.2021.3049809"},{"key":"16","doi-asserted-by":"crossref","unstructured":"[16] J.L. Guardado, <i>et al<\/i>.: \u201cCalculation of machine winding electrical parameters at high frequencies for switching transient studies,\u201d IEEE Trans. Energy Convers. <b>11<\/b> (1996) 33 (DOI: 10.1109\/60.486573).","DOI":"10.1109\/60.486573"},{"key":"17","doi-asserted-by":"crossref","unstructured":"[17] D. Zheng, <i>et al<\/i>.: \u201cAn online groundwall and phase-to-phase stator insulation monitoring method for inverter-fed machine,\u201d IEEE Trans. Ind. Electron. <b>68<\/b> (2020) 5303 (DOI: 10.1109\/\/TIE.2020.2988218).","DOI":"10.1109\/TIE.2020.2988218"},{"key":"18","doi-asserted-by":"crossref","unstructured":"[18] S. Dutta, <i>et al<\/i>.: \u201cClassification of induction motor fault and imbalance based on vibration signal using single antenna\u2019s reactive near field,\u201d IEEE Trans. Instrum. Meas. <b>70<\/b> (2021) 3524209 (DOI: 10.1109\/TIM.2021.3108230).","DOI":"10.1109\/TIM.2021.3108230"},{"key":"19","doi-asserted-by":"crossref","unstructured":"[19] A. Moradzadeh, <i>et al<\/i>.: \u201cTurn-to-turn short circuit fault localization in transformer winding via image processing and deep learning method,\u201d IEEE Trans. Ind. Informat. <b>18<\/b> (2021) 4417 (DOI: 10.1109\/TII.2021.3105932).","DOI":"10.1109\/TII.2021.3105932"},{"key":"20","doi-asserted-by":"crossref","unstructured":"[20] M. Sajjad, <i>et al<\/i>.: \u201cA novel CNN-GRU-based hybrid approach for short-term residential load forecasting,\u201d IEEE Access <b>8<\/b> (2020) 143759 (DOI: 10.1109\/ACCESS.2020.3009537).","DOI":"10.1109\/ACCESS.2020.3009537"},{"key":"21","doi-asserted-by":"crossref","unstructured":"[21] Z.R. Wu, <i>et al<\/i>.: \u201cA CNN-regression-based contact erosion measurement method for AC contactors,\u201d IEEE Trans. Instrum. Meas. <b>71<\/b> (2022) 3518410 (DOI: 10.1109\/TIM.2022.3192282).","DOI":"10.1109\/TIM.2022.3192282"},{"key":"22","doi-asserted-by":"crossref","unstructured":"[22] J.Q. Wang, <i>et al<\/i>.: \u201cLSTM based long-term energy consumption prediction with periodicity,\u201d Energy <b>197<\/b> (2020) 117197 (DOI: 10.1016\/j.energy.2020.117197).","DOI":"10.1016\/j.energy.2020.117197"},{"key":"23","doi-asserted-by":"crossref","unstructured":"[23] Y. Li, <i>et al<\/i>.: \u201cDeep learning based end-to-end rolling bearing fault diagnosis,\u201d 2019 Prognostics and System Health Management Conference (PHM-Qingdao) (2019) 1 (DOI: 10.1109\/PHMQingdao-46334.2019.8942956).","DOI":"10.1109\/PHM-Qingdao46334.2019.8942956"},{"key":"24","doi-asserted-by":"crossref","unstructured":"[24] L. Ran, <i>et al<\/i>.: \u201cConducted electromagnetic emissions in induction motor drive systems. I. Time domain analysis and identification of dominant modes,\u201d IEEE Trans. Power Electron. <b>13<\/b> (1998) 757 (DOI: 10.1109\/63.704152).","DOI":"10.1109\/63.704152"},{"key":"25","doi-asserted-by":"crossref","unstructured":"[25] M. Gockenbach, <i>et al<\/i>.: \u201cBehavior of machine insulation systems subjected to accelerated thermal aging test,\u201d IEEE Trans. Dielectr. Electr. Insul. <b>17<\/b> (2010) 1364 (DOI: 10.1109\/TDEI.2010.5595537).","DOI":"10.1109\/TDEI.2010.5595537"},{"key":"26","doi-asserted-by":"crossref","unstructured":"[26] F. Perisse, <i>et al<\/i>.: \u201cA new method for AC machine turn insulation diagnostic based on high frequency resonances,\u201d IEEE Trans. Dielectr. Electr. Insul. <b>14<\/b> (2007) 1308 (DOI: 10.1109\/TDEI.2007.4339494).","DOI":"10.1109\/TDEI.2007.4339494"},{"key":"27","doi-asserted-by":"crossref","unstructured":"[27] N. Lahoud, <i>et al<\/i>.: \u201cElectrical aging of the insulation of low voltage machines: model definition and test with the design of experiments,\u201d IEEE Trans. Ind. Electron. <b>60<\/b> (2013) 4147 (DOI: 10.1109\/TIE.2013.2245615).","DOI":"10.1109\/TIE.2013.2245615"},{"key":"28","doi-asserted-by":"crossref","unstructured":"[28] M. Riera-Guasp, <i>et al<\/i>.: \u201cAdvances in electrical machine, power electronic, and drive condition monitoring and fault detection: state of the art,\u201d IEEE Trans. Ind. Electron. <b>62<\/b> (2015) 1746 (DOI: 10.1109\/TIE.2014.2375853).","DOI":"10.1109\/TIE.2014.2375853"},{"key":"29","doi-asserted-by":"crossref","unstructured":"[29] D. Xiang, <i>et al<\/i>.: \u201cNoncontact monitoring of IGBT turn-off time using PWM switching ringing for inverter-fed machine systems,\u201d IEEE Trans. Power Electron. <b>36<\/b> (2021) 11055 (DOI: 10.1109\/TPEL.2021.3070354).","DOI":"10.1109\/TPEL.2021.3070354"},{"key":"30","doi-asserted-by":"crossref","unstructured":"[30] M.S. Toulabi, <i>et al<\/i>.: \u201cA universal high-frequency induction machine model and characterization method for arbitrary stator winding connections,\u201d IEEE Trans. Energy Convers. <b>34<\/b> (2019) 1164 (DOI: 10.1109\/TEC.2019.2891349).","DOI":"10.1109\/TEC.2019.2891349"}],"container-title":["IEICE Electronics Express"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/elex\/19\/23\/19_19.20220435\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,10]],"date-time":"2022-12-10T04:25:16Z","timestamp":1670646316000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/elex\/19\/23\/19_19.20220435\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,10]]},"references-count":30,"journal-issue":{"issue":"23","published-print":{"date-parts":[[2022]]}},"URL":"https:\/\/doi.org\/10.1587\/elex.19.20220435","relation":{},"ISSN":["1349-2543"],"issn-type":[{"value":"1349-2543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,10]]},"article-number":"19.20220435"}}