Publications

[J51]   S. Wu, J. Zhang*, J. Ye, W. Song, and P. Ma, “Unsupervised anomaly detection and diagnosis in power electronic networks: informative leverage and multivariate functional clustering approaches,” IEEE Transactions on Smart Grid, 2024.

[]    K. Hu, J. Ye, W. Song, “Vulnerability assessments of induction machine-based multi-stage rolling mill system under sensor integrity attacks,” IEEE Transactions on Industrial Informatics, 2023.

[]    B. Yang*, H. Yang*, and J. Ye, “A four-layer cyber-physical security model for electric machine drives considering control information flow,” IEEE Journal of Emerging and Selected Topics in Power Electronics, 2023.

[]    B. Yang*, S. Wu, K. Hu, J. Ye, W. Song, P. Ma, J. Shi and P. Liu, “Enhanced cyber-attack detection in intelligent motor drives: A transfer learning approach with convolutional neural networks,” IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2024. 

[J45] Q. Li*, F. Li*, J. Zhang*, J. Ye, and W. Song, “Adaptive hierarchical cyber attack detection and localization in active distribution networks,” IEEE Transactions on Smart Grid

[J44]   J. Yu, J. Zhang*, J. Ye, W. Song, and P. Ma, “CONGO2: Scalable online anomaly detection and localization in power electronics networks,” IEEE Internet of Things Journal, 2022. 

[J43] L. Guo*, J. Zhang*, J. Ye#, S. Coshatt, and W. Song, “Data-driven cyber-physical anomaly detection for PV farms via time and frequency domain features,” IEEE Transactions on Smart Grids, 2022. 

[J42]   G. Fang, J. Ye, D. Xiao, Z. Xia, X. Wang, and A. Emadi, “Low-ripple continuous control set model predictive torque control for switched reluctance machines based on equivalent linear SRM model,” IEEE Transactions in Industrial Electronics, 2022.

[J41]   D. Xiao, J. Ye, G. Fang, Z. Xia, X. Wang, and A. Emadi, “A regional phase-locked loop based low-speed position-sensorless control scheme for general-purpose switched reluctance motor drives,” IEEE Transactions on Power Electronics, 2022. 

[J40]   J. Ye#, A. Giani, A. Elasser, S. Mazumder, C. Farnell, H. Mantooth, T. Kim, J. Liu, B. Chen, G. Seo, W. Song, M. Greidanus, S. Sahoo, F. Blaabjerg, J. Zhang, L. Guo, B. Ahn, M. Shadmand, N. Gajanur, M. Abbaszada, “A review of cyber-physical security for photovoltaic systems,” IEEE Journal of Emerging and Selected Topics in Power Electronics, 2022.  (Invited Cover Paper)

[J39]    F. Li*, R. Xie, B. Yang*, L. Guo*, P. Ma, J. Shi, J. Ye, and W. Song, “Detection and identification of cyber and physical attacks on distribution power grids with PVs: An online high-dimensional data-driven approach,” IEEE Journal of Emerging and Selected Topics in Power Electronics, 2022.

[J38]    L. Guo*, B. Yang*, and J. Ye#, “Predictive energy management systems for electric vehicles considering temperature-dependent traction inverter losses,” IEEE Transactions on Transportation Electrification, 2022. 

[J37]    L. Guo*, B. Yang*, J. Ye#, J.Velni, and W. Song, “Attack-resilient lateral stability control for four-wheel-driven EVs considering changed driver behavior under cyber threats,” IEEE Transactions on Transportation Electrification, 2022.

[J36]  B. Yang*, J. Ye#, and L. Guo*, “Fast cyber-threat detection for traction motor drives,” IEEE Transactions on Transportation Electrification, 2022. 

[J35]   J. Zhang*, L. Guo* and J. Ye, “Cyber-attack detection for photovoltaic farms based on power-electronics-enabled harmonic state space modeling,” IEEE Transactions on Smart Grid, 2022. 

[J34]   D. Xiao, J. Ye, G. Fang, Z. Xia, X. Wang, and A. Emadi, “Position sensorless control of switched reluctance machines-A review,” IEEE Transactions on Transportation Electrification, 2022. 

[J33]   D. Xiao, J. Ye, G. Fang, Z. Xia, X. Wang, and A. Emadi, “Magnetic-characteristic-free high-speed position-sensorless control of switched reluctance motor drives with quadrature flux estimators,” IEEE Journal of Emerging and Selected Topics in Power Electronics, 2022.

[J32]   G. Fang, J. Ye, D. Xiao, Z. Xia, X. Wang, and A. Emadi, “Computational-efficient model predictive torque control for switched reluctance machines with linear-space-based equivalent transformations,” IEEE Transactions in Industrial Electronics, 2022. 

[J31]   F. Li*, Q. Li*, J. Zhang*, J. Kou*, J. Ye#, W. Song, and A. Mantooth, “Detection and diagnosis of data integrity attacks in solar farms based on multi-layer long short-term Memory Network,” IEEE Transactions on Power Electronics, vol. 36, no. 3, pp. 2495-2498, Mar. 2021.

[J30]   L. Guo* and J. Ye#, “Cyber-physical security of electric vehicles with four motor drives,” IEEE Transactions on Power Electronics, vol. 36, no. 4, pp. 4463-4477, Apr. 2021.

[J29]   J. Ye#, L. Guo*, B. Yang*, F. Li*, L. Du, L. Guan, and W. Song, “Cyber-physical security of powertrain systems in modern electric vehicles: vulnerability, challenges and future visions,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 4, pp. 4639-4657, Aug. 2021.

[J28]   L. Guo*, J. Ye#, and B. Yang*, “Cyber-attack detection for electric vehicles using physics-guided machine learning,” IEEE Transactions on Transportation Electrification, vol. 7, no. 3, pp. 2010-2022, Sept. 2021.

[J27] L. Guo*, J. Ye#, and L. Du, “Cyber-physical security of energy-efficient connected hybrid electric vehicles against sophisticated cyber-attacks,” IEEE Transactions on Transportation Electrification, vol. 7, no. 2, pp. 636-648, June 2021.

[J26] L. Guo*, B. Yang*, J. Ye#, H. Chen, F. Li*, W. Song, L. Du, and L. Guan, “Systematic assessment of cyber-physical security of energy management system for connected and automated electric vehicles,” IEEE Transactions on Industrial Informatics, vol. 17, no. 5, pp. 3335-3347, May 2021.

[J25] D. Xiao, J. Ye, G. Fang, Z. Xia, X. Wang, and A. Emadi, “Improved feature-position-based sensorless control scheme for SRM drives based on nonlinear state observer at medium and high Speeds,” IEEE Transactions on Power Electronics, vol. 36, no. 5, pp. 5711-5723, May 2021.

[J24]   G. Fang, J. Ye, D. Xiao, Z. Xia, X. Wang, and A. Emadi, “Time-efficient torque shaping for switched reluctance machines from linear space,” IEEE Transactions on Power Electronics, vol. 36, no. 8, pp. 9361-9371, Aug. 2021.

[J23]   G. Fang, J. Ye, D. Xiao, Z. Xia, X. Wang, and A. Emadi, “An intersection-method based current controller for switched reluctance machines with robust tracking performance,” IEEE Transactions on Transportation Electrification, vol. 7, no. 4, pp. 2822-2834, Dec. 2021.

[J22] J. Kou, Q. Gao, Y. Teng, J. Ye, and D. Xu, “An envelope-prediction-based sensorless rotor position observation scheme for LCI-fed EESM at zero and low speed,” IEEE Transactions on Power Electronics, vol. 35, no. 7, pp. 7356-7365, July 2020.

[J21]   S. Wang, L. Du, and J. Ye, “A deep generative model for non-intrusive identification of EV charging profiles,” IEEE Transactions on Smart Grid, vol. 11, no. 6, pp. 4916-4927, May 2020.

[J20]   B. Yang*, L. Guo*, F. Li*, J. Ye#, and W. Song, “Vulnerability assessment of electric drive systems due to sensor data integrity attacks,” IEEE Transactions on Industrial Informatics, vol. 16, no. 4, May 2020.

[J19] F. Li*, R. Xie, Z. Wang, L. Guo*, J. Ye, P. Ma, and W. Song, “Online distributed IoT security monitoring with multidimensional streaming big data,” IEEE Internet of Things Journal, vol. 7, no. 5, May 2020.

[J18]  S. Wang, L. Du, and J. Ye, “Non-cooperative social welfare optimization with resiliency against network anomaly,” IEEE Transactions on Industrial Informatics, vol. 16, no. 4, 2020.

[J17] F. Li*, Y. Shi, A. Shinde, J. Ye, and W. Song, “Enhanced cyber-physical security in Internet of Things through energy auditing,” IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5224-5231, June 2019.

[J16] F. Li*, Y. Shi, A. Shinde, J. Ye, X. Li, and W. Song, “System statistics learning-based IoT security: feasibility and suitability,” IEEE Internet of Things Journal, vol. 6, no. 4, pp. 6396-6403, Aug. 2019.

[J15] H. Ge, J. Jiang, J. Ye, and A. Emadi, “Behavior study of permanent magnet synchronous machines based on a new normalized model,” IEEE Transactions on Industrial Electronics, vol. 66, no. 10, pp. 7539-7550, Oct.  2019.

[J14] J. Guo, J. Ye, and A. Emadi, “DC-Link current and voltage ripple analysis considering anti-parallel diode reverse recovery in voltage source inverters,” IEEE Transactions on Power Electronics, vol. 33, no. 6, pp. 5171-5180, June 2018.

[J13] D. Wang, F. Peng, J. Ye, Y. Yang, and A. Emadi, “Dead-time effect analysis of a three phase dual active bridge DC/DC converter,” IET Power Electronics, vol. 11, no. 6, pp. 984-994, May 2018.

[J12] Y. Miao, H. Ge, M. Preindl, J. Ye, B. Cheng, and A. Emadi, “MTPA fitting and torque estimation technique based on a new flux-linkage model for interior permanent magnet synchronous machines,” IEEE Transactions on Industry Applications, vol. 53, no. 06, pp. 5451-5460, Nov/Dec. 2017.

[J11] F. Peng, J. Ye, and A. Emadi, “An asymmetric three-level neutral point diode     clamped converter for switched reluctance motor drives,” IEEE Transactions on Power Electronics, vol. 32, no. 11, pp. 8618-8631, Nov. 2017.

[J10] F. Peng, J. Ye, A. Emadi, and Y. Huang, “Position sensorless control of switched reluctance motor drives based on numerical method,” IEEE Transactions on Industry Applications, vol. 53, no.3, pp. 2159-2168, May-June 2017.

[J9] J. Ye#, K. Yang, H. Ye, and A. Emadi, “A fast electro-thermal model of traction inverters for electrified vehicles,” IEEE Transactions on Power Electronics, vol. 32, no. 5, pp. 3920-3934, May 2017.

[J8] F. Peng, J. Ye, and A. Emadi, “A digital PWM current controller for switched reluctance motor drives,” IEEE Transactions on Power Electronics, vol. 31, no. 10, pp. 7087-7098, Oct. 2016.

[J7] P. Malysz, J. Ye, R. Gu, H. Yang, and A. Emadi, “Battery state-of-power peak current calculation and verification using an asymmetric parameter equivalent circuit model,” IEEE Transactions on Vehicular Technology, vol. 65, no. 6, pp. 4515-4522, June 2016.

[J6] P. Malysz, R. Gu, J. Ye, H. Yang, and A. Emadi, “State-of-charge and state-of-health estimation with state constraints and current sensor bias correction for electrified powertrain vehicle batteries,” IET Electrical Systems in Transportation, vol. 6, no. 2, pp. 136-144, May 2016.

[J5] J. Ye#, B. Bilgin, and A. Emadi, “An offline torque sharing function for torque ripple reduction in switched reluctance motor drives,” IEEE Transactions on Energy Conversion, vol. 30, no. 2, pp 726-735, June 2015.

[J4] J. Ye#, P. Malysz, and A. Emadi, “A fixed-switching-frequency integral sliding mode current controller for switched reluctance motor drives,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 3, no. 2, pp. 381-394, June 2015. 

[J3] J. Ye#, B. Bilgin, and A. Emadi, “Elimination of mutual flux effect on rotor position estimation of switched reluctance motor drives considering magnetic saturation,” IEEE Transactions on Power Electronics, vol. 30, no. 2, pp. 532-536, Feb. 2015.

[J2] J. Ye#, B. Bilgin, and A. Emadi, “An extended-speed low-ripple torque control of switched reluctance motor drives,” IEEE Transactions on Power Electronics, vol. 30, no. 3, pp. 1457-1470, Mar. 2015. 

[J1] J. Ye#, B. Bilgin, and A. Emadi, “Elimination of mutual flux effect on rotor position estimation of switched reluctance motor drives,” IEEE Transactions on Power Electronics, vol. 30, no. 3, pp. 1499-1512, Mar. 2015.

[C42]   B. Yang* and J. Ye, “Data-driven detection of physical faults and cyber attacks in dual-motor EV powertrains”, in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Los Angeles, CA, Jun. 2022.

[C41]  B. Yang*, J. Ye, S. Coshatt, W. Song and F. Zahiri “Data-driven approach for detection of physical faults and cyber attacks in manufacturing motor drives”, in Proc. IEEE Energy Conversion Congress and Exposition (ECCE),  Detroit, MI, Oct. 2022.

[C47]   Q. Li*, J. Zhang, J. Ye, L. Zhao, T. Hong, J. Lian, B. Morkos, H. Sun, F. Zahiri, C. Farnell, A. Mantooth, and W. Song, “Online Dynamic Cyber-Attack Diagnosis in Power Electronics Systems Based on Few-Shot Learning,” in Proc. IEEE Power and Energy Annual Meeting, Seattle, WA, July 2024.

[C38] Q. Li*, J. Ye, and W. Song, “Data-driven cyber-attack detection for photovoltaic systems: A transfer learning approach,” in Proc. IEEE Applied Power Conference (APEC), Houston, TX, Mar. 2022.

[C37] J. Zhang* and J. Ye, “Model-based cyber-attack detection for ANPC PV converter using kalman filter,” in Proc. IEEE Applied Power Conference (APEC), Houston, TX, Mar. 2022.

[C36] Q. Li*, J. Ye, W. Song and Z. Tse, “Energy disaggregation with federated and transfer learning,” in Proc. IEEE World Forum on Internet of Things, New Orleans, 2021.

[C35] J. Zhang* and J. Ye, “Model-based cyber-attack detection for voltage source converters in island microgrids,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Vancouver, Canada, Oct. 2021. 

[C34] L. Guo*, B. Yang*, J. Ye, and J.Velni, “Attack-resilient lateral stability control for autonomous in-wheel-motor driven electric vehicles,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2021. 

[C33] B. Yang*, L. Guo*, J. Ye, and J.Velni, “Energy management strategy for dual-motor-Based electric vehicle powertrain using nonlinear model predictive controller,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2021. 

[C32] J. Zhang*, L. Guo*, and J. Ye, “Hardware-in-the-Loop testbed for cyber-physical security of photovoltaic farms,” in Proc. IEEE International Symposium on Power Electronics for Distributed Generation Systems, June 2021. 

[C31] L. Guo*, J. Ye, and B. Yang*, “Detection and diagnosis of long-term cyber-attacks for predictive energy management systems in HEVs,” in Proc. IEEE Applied Power Conference (APEC), Phoenix, AZ, June 2021. 

[C30] B. Yang*, J. Ye, and L. Guo*, “Physics-based attack detection for traction motor drives in electric vehicles using random forest,” in Proc. IEEE Applied Power Conference (APEC), Phoenix, AZ, June 2021. (Best Presentation Award)

[C29] J. Zhang*, Q. Li*, J. Ye, and L. Guo*, “Cyber-physical security framework for photovoltaic farms,” in Proc. IEEE Power Electronics Security (CyberPELS), Detroit, MI, Oct. 2020.

[C28] J. Zhang*, J. Ye, L. Guo*, F. Li*, and W. Song, “Vulnerability assessment for power electronics based smart grids (PESG),” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Detroit, MI, Oct. 2020. 

[C27] Q. Li*, F. Li*, J. Ye, and W. Song, “Data-driven cyberattack detection for Photovoltaic (PV) systems through analyzing Micro-PMU Data,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Detroit, MI, Oct. 2020. 

[C26] L. Guo*, B. Yang*, and J. Ye, “Enhanced cyber-physical security of steering stability control system for four-wheel independent drive electric vehicles,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2020.

[C25] B. Yang*, L. Guo*, and J. Ye, “Real-time simulation of electric vehicle powertrain: hardware-in-the-loop (HIL) testbed for cyber-physical security,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2020.

[C24] K. Hu*, L. Guo*, and J. Ye, “Model predictive current control of mutually coupled switched reluctance machines using a three-phase voltage source converter,” in  Proc. IEEE Applied Power Electronics Conference (APEC), New Orleans, LA, Mar. 2020. 

[C23] K. Hu*, J. Ye, and J. Velni, “Sliding mode current control of mutually coupled switched reluctance machines using a three-phase voltage source converter,” in  Proc. IEEE Energy Conversion Congress and Expo (ECCE), Baltimore, MD, Sept. 2019.

[C22] B. Yang*, F. Li*, J. Ye, and W. Song, “Condition monitoring and fault diagnosis of generators in power networks,” in Proc. IEEE Power and Energy Society Annual Meeting, Atlanta, GA, Aug. 2019.

[C21] K. Hu*, J. Ye, J. Velni, L. Guo*, and B. Yang*, “Sliding mode current control of mutually coupled switched reluctance motors using asymmetric bridge converter,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Detroit, MI, June 2019.

[C20] B. Yang*, L. Guo*, F. Li*, J. Ye, and W. Song, “Impact analysis of data integrity attacks on power electronics and electric drives,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Detroit, MI, June 2019.

[C19] Y. Shi, F. Li*, W. Song, X. Li, and J. Ye, “Energy audition based cyber-physical attack detection system in IoT,” in Proc. ACM Turing Celebration Conference, Chengdu, China, May 2019.

[C18] S. Wang, D. Sun, L. Du, and J. Ye, “Noncooperative distributed social welfare optimization with EV charging response,” in Proc. IEEE Industrial Electronics Society Annual Conference (IECON), Washington D.C, Oct. 2018.

[C17]  S. Wang, L. Du, J. Ye, and D. Zhao, “Robust identification of EV charging profiles,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Long Beach, CA, June 2018.

[C16] P. Azer, J. Ye, and A. Emadi, “Fault-tolerant Control of switched reluctance machines,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Long Beach, CA, June 2018.

[C15] D. Wang, M. Preindl, F. Peng, J. Ye, and A. Emadi, “DC-Bus design with hybrid capacitor bank in single-phase PV inverters,” in Proc. IEEE Industrial Electronics Society Annual Conference (IECON), Beijing, China, Oct. 2017.

[C14] C. You, M. Wang, and J. Ye, “An isolated high-voltage high-frequency pulsed power converter for non-thermal plasma ozone generation,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Cincinnati, OH, Oct. 2017.

[C13] J. Ye, Z. Lu*, C. Cheng, and M. Wang, “Power analysis of a single degree of freedom (DOF) vibration energy harvesting system considering controlled linear electric machines,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2017.

[C12] F. Hensley*, A. Wang*, W. Yu*, and J. Ye, “Comparative analysis of conventional switched reluctance machines and mutually coupled switched reluctance machines,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Chicago, IL, June 2017.

[C11] J. Ye and F. Hensley*, “Torque ripple and copper loss minimization for a family of mutually coupled switched reluctance machines,” in Proc. IEEE Applied Power Conference (APEC), Tampa, FL, Mar. 2017. 

[C10] F. Peng, J. Ye, and A. Emadi, “Position sensorless control of switched reluctance motor based on numerical method,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Milwaukee, WI, Sept. 2016. 

[C9] F. Peng, J, Lin, J. Ye, and A. Emadi, “Optimal calculation method for control of switched reluctance motor,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2015.

[C8] F. Peng, J. Ye, and A. Emadi, “An asymmetric three-level neutral point diode clamped converter for switched reluctance motor drives,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2015.

[C7] W. Wang, J. Ye, P. Malysz, H. Yang, and A. Emadi, “Sensitivity analysis of kalman filter based capacity estimation for electric vehicles,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2015.

[C6] J. Guo, H. Ge, J. Ye, and A. Emadi, “Improved method for MOSFET voltage rise-time and fall-time estimation in inverter switching loss calculation,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2015.

[C5] H. Ge, J. Guo, B. Bilgin, J. Ye, V. Loukanov, and A. Emadi, “A reduced-order model-based induction machine self-commissioning method,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2015.

[C4] J. Ye and A. Emadi, “Power electronic converters for 12/8 switched reluctance motor drives: a comparative analysis,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2014.

[C3] J. Ye, B. Bilgin, and A. Emadi, “Comparative evaluation of power converters for 6/4 and 6/10 switched reluctance machines,” in Proc. IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, June 2012.

[C2] J. Ye, X. Yang, and H. Ye, “Full discrete sliding mode controller for three phase PWM rectifier based on load current estimation,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Atlanta, GA, Sept. 2010.

[C1] J. Ye, X. Yang, and H. Ye, “Digital controller for rapid cycling synchrotron magnet power supply with very high tracking precision,” in Proc. IEEE Energy Conversion Congress and Expo (ECCE), Atlanta, GA, Sept. 2010.