throbber
Wei Qiao, Ph.D., IEEE Fellow, AAIA Fellow
`Clyde Hyde Professor, Department of Electrical and Computer Engineering
`Chair, Electrical Engineering Graduate Program
`Director, Power and Energy Systems Laboratory
`University of Nebraska–Lincoln
`900 N. 16th Street, E421H Nebraska Hall, Lincoln, NE 68588-0511 USA
`Tel: (402) 472-9619; E-mail: wqiao3@unl.edu; URL: http://pesl.unl.edu/
`Google Scholar Citations
`
`EDUCATION:
`Ph.D., Electrical Engineering, Georgia Institute of Technology, 2008
`M.S., High Performance Computation for Engineered Systems, Singapore-MIT Alliance, 2003
`M.Eng., Electrical Engineering, Zhejiang University, 2002
`B.Eng., Electrical Engineering, Zhejiang University, 1997
`
`PROFESSIONAL EXPERIENCE:
`•
`Jul. 2021–present, Clyde Hyde Professor of Electrical and Computer Engineering (ECE),
`University of Nebraska–Lincoln (UNL)
`• Aug. 2017–Jun. 2021, Professor, Department of ECE, UNL
`• Aug. 2013–Aug. 2017, Associate Professor, Department of ECE, UNL
`• Mar. 2011–Aug. 2013, Harold and Esther Edgerton Assistant Professor, Department of
`Electrical Engineering (EE), UNL
`• Aug. 2008–Mar. 2011, Assistant Professor, Department of EE, UNL
`•
`June 2005–Aug. 2008, Graduate Research Assistant, School of ECE, Georgia Institute of
`Technology
`• Aug. 2003–May 2005, Graduate Teaching Assistant, School of ECE, Georgia Institute of
`Technology
`• Dec. 2002–June 2003, Graduate Research Assistant, Institute for Infocomm Research,
`Singapore
`• Mar.–June 2002, Development Engineer, Fangyuan Scientific and Technological
`Enterprise Ltd. Co., Hangzhou, China
`• Sept. 1999–Mar. 2002, Graduate Research Assistant, Computer Protective Relaying and
`Automation Laboratory, Department of Electrical Engineering, Zhejiang University.
`July 1997–Aug. 1999, Electrical Engineer, China Petroleum & Chemical Corporation
`(Sinopec).
`
`•
`
`AREAS OF RESEARCH:
`• Modeling, condition monitoring, control, and optimization of renewable energy systems,
`power electronic systems, electric motor drives, energy storage systems, electric vehicles,
`and electric power grids
`• Decision making and risk management in electricity markets with high penetrations of
`renewable energy
`• Electrical energy conversion devices
`• Transportation electrification
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`Curriculum Vitae of Wei Qiao
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`• Modeling and control of complex systems
`
`
`PUBLICATIONS:
`Ph.D. Dissertation:
`W. Qiao, “Integrated Control of Wind Farms, FACTS Devices and the Power Network Using
`Neural Networks and Adaptive Critic Designs,” Georgia Institute of Technology, June 2008.
`
`
`Book Chapters:
`1. W. Qiao, “Chapter 8: Swarm Intelligence for Power System Control and Optimization,”
`in Evolutionary Computing for Intelligent Power System Optimization and Control, Z.
`Xu and Z. Fan ed., Nova Science Publishers, 2010, ISBN: 978-1-61728-031-3.
`2. W. Qiao, “Chapter 28: Power Electronics for Renewable Energy,” in The Electric Power
`Engineering Handbook: Power Systems, 3rd Edition, CRC Press, May 2012, ISBN:
`9781439856338.
`
`
`Refereed Journal Papers:
`1. C. Jia, J. Cui, W. Qiao, and L. Qu, “Real-time model predictive control for battery-
`supercapacitor hybrid energy storage systems using linear parameter varying models,”
`IEEE Journal of Emerging and Selected Topics in Power Electronics, accepted for
`publication.
`J. C. do Prado and W. Qiao, “A stochastic distribution system market clearing and
`settlement model with distributed renewable energy utilization constraints,” IEEE
`Systems Journal, vol. 16, no. 2, pp. 2336-2346, Jun. 2022.
`3. D. Xiao, M. K. AlAshery, and W. Qiao, “Optimal price-maker trading strategy of a
`wind power producer using virtual bidding,” Journal of Modern Power Systems and
`Clean Energy, vol. 10, no. 3, pp. 766-778, May 2022.
`4. Y. Peng, W. Qiao, and L. Qu, “Compressive sensing-based missing-data-tolerant fault
`detection for remote condition monitoring of wind turbines,” IEEE Trans. Industrial
`Electronics, vol. 69, no. 2, pp. 1937-1947, Feb. 2022.
`5. D. Xiao and W. Qiao, “A hybrid electricity price scenario generation method for
`stochastic virtual bidding in the electricity market,” CSEE Journal of Power and
`Energy Systems, vol. 7, no. 6, pp. 1312-1321, Nov. 2021.
`6. L. He, L. Hao, and W. Qiao, “Remote monitoring and diagnostics of pitch-bearing
`defects in an MW-scale wind turbine using pitch symmetrical-component analysis,”
`IEEE Trans. Industry Applications, vol. 57, no. 4, pp. 3252-3261, Jul.-Aug. 2021.
`F. Chen, W. Qiao, H. Wang, and L. Qu, “A simple zero-sequence voltage injection
`method for carrier-based pulse-width modulation of the three-level NPC inverter,”
`IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 4, pp.
`4687-4699, Aug. 2021.
`8. Z. Wang, W. Qiao, and L. Qu, “A real-time adaptive IGBT thermal model based on an
`effective heat propagation path concept,” IEEE Journal of Emerging and Selected
`Topics in Power Electronics, vol. 9, no. 4, pp. 3936-3946, Aug. 2021.
`9. Y. Peng, F. Cheng, W. Qiao, and L. Qu, “Wind turbine drivetrain gearbox fault
`diagnosis using information fusion on vibration and current signals,” IEEE Trans.
`Instrumentation and Measurement, vol. 70, Art no. 3518011, May 2021.
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`2.
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`7.
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`Curriculum Vitae of Wei Qiao
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`10. J. Cui, L. Qu, and W. Qiao, “Electromagnetic transformer with a continuously and
`quickly adjustable voltage ratio,” IEEE Trans. Industry Applications, vol. 57, no. 3, pp.
`2421-2430, May-Jun. 2021.
`11. L. Qu, W. Qiao, and L. Qu, “An extended-state-observer-based sliding-mode speed
`control for permanent-magnet synchronous motors,” IEEE Journal of Emerging and
`Selected Topics in Power Electronics, vol. 9, no. 2, pp. 1605-1613, Apr. 2021.
`12. M. K. AlAshery, Z. Yi, D. Shi, X. Lu, C. Xu, Z. Wang, and W. Qiao, “A blockchain and
`IoT enabled multi-settlement peer-to-peer transactive energy trading framework,” IEEE
`Trans. Smart Grid, vol. 12, no. 1, pp. 885-896, Jan. 2021.
`13. X. Jin, Z. Xu, and W. Qiao, “Condition monitoring of wind turbine generators using
`SCADA data analysis,” IEEE Trans. Sustainable Energy, vol. 12, no. 1, pp. 202-210,
`Jan. 2021.
`14. D. Xiao, J. C. do Prado, and W. Qiao, “Optimal joint demand and virtual bidding for a
`strategic retailer in the short-term electricity market,” Electric Power Systems Research,
`vol. 190, Article# 106855, 2021.
`15. L. Qu, W. Qiao, and L. Qu, “Active-disturbance-rejection-based sliding-mode current
`control for permanent-magnet synchronous motors,” IEEE Trans. Power Electronics,
`vol. 36, no. 1, pp. 751-760, Jan. 2021.
`16. J. C. do Prado and W. Qiao, “A stochastic bilevel model for an electricity retailer in a
`liberalized distributed renewable energy market,” IEEE Trans. Sustainable Energy, vol.
`11, no. 4, pp. 2803-2812, Oct. 2020.
`17. M. K. AlAshery, D. Xiao, and W. Qiao, “Second-order stochastic dominance
`constraints for risk management of a wind power producer’s optimal bidding strategy,”
`IEEE Trans. Sustainable Energy, vol. 11, no. 3, pp. 1404-1413, Jul. 2020.
`18. S. Nath, J. Wu, Y. Zhao, and W. Qiao, “Low latency bearing fault detection of direct-
`drive wind turbines using stator current,” IEEE Access, vol. 8, pp. 44163-44174, 2020.
`19. L. Qu, W. Qiao, and L. Qu, “An enhanced linear active disturbance rejection rotor
`position sensorless control for permanent magnet synchronous motors,” IEEE Trans.
`Power Electronics, vol. 35, no. 6, pp. 6175-6184, Jun. 2020.
`20. T. Kim, W. Qiao, and L. Qu, “An enhanced hybrid battery model,” IEEE Trans. Energy
`Conversion, vol. 34, no. 4, pp. 1848-1858, Dec. 2019.
`21. X. Jin, Z. Que, Y. Sun, Y. Guo, and W. Qiao, “A data-driven approach for bearing fault
`prognostics,” IEEE Trans. Industry Applications, vol. 55, no. 4, pp. 3394-3401,
`Jul./Aug. 2019.
`22. F. Cheng, L. Qu, W. Qiao, C. Wei, and L. Hao, “Fault diagnosis of wind turbine
`gearboxes based on DFIG stator current envelope analysis,” IEEE Trans. Sustainable
`Energy, vol. 10, no. 3, pp. 1044-1053, Jul. 2019.
`23. J. C. do Prado and W. Qiao, “A stochastic decision-making model for an electricity
`retailer with intermittent renewable energy and short-term demand response,” IEEE
`Trans. Smart Grid, vol. 10, no. 3, pp. 2581-2592, May 2019.
`24. F. Cheng, L. Qu, W. Qiao, and L. Hao, “Enhanced particle filtering for remaining
`useful life prediction of a wind turbine drivetrain gearbox,” IEEE Trans. Industrial
`Electronics, vol. 66, no. 6, pp. 4738-4748, Jun. 2019.
`25. J. Wang, W. Qiao, and L. Qu, “Wind turbine bearing fault diagnosis based on sparse
`representation of condition monitoring signals,” IEEE Trans. Industry Applications, vol.
`55, no. 2, pp 1844-1852, Mar.-Apr. 2019.
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`26. J. C. do Prado, W. Qiao, L. Qu, and J. R. Agüero, “The next-generation retail electricity
`market in the context of distributed energy resources: Vision and integrating
`framework,” Energies, vol. 12, no. 3, 491, Feb. 2019.
`27. Z. Zhang, W. Qiao, and Q. Hui, “Power system stabilization using energy-dissipating
`hybrid control,” IEEE Trans. Power Systems, vol. 34, no. 1, pp. 215-224, Jan. 2019.
`28. X. Jin, F. Cheng, Y. Peng, W. Qiao, and L. Qu, “Drivetrain gearbox fault diagnosis:
`Vibration- and current-based approaches,” IEEE Industry Applications Magazine, vol.
`24, no. 6, pp. 56-66, Nov.-Dec. 2018.
`29. W. Qiao and L. Qu, “Prognostic condition monitoring for wind turbine drivetrains via
`generator current analysis,” Chinese Journal of Electrical Engineering, vol. 4, no. 3, pp.
`80-89, Sept. 2018.
`30. Y. Peng, W. Qiao, L. Qu, and J. Wang, “Sensor fault detection and isolation for a
`wireless sensor network-based remote wind turbine condition monitoring system,”
`IEEE Trans. Industry Applications, vol. 54, no. 2, pp 1072-1079, Mar.-Apr. 2018.
`31. F. Cheng, J. Wang, L. Qu, and W. Qiao, “Rotor-current-based fault diagnosis for DFIG
`wind turbine drivetrain gearboxes using frequency analysis and a deep classifier,” IEEE
`Trans. Industry Applications, vol. 54, no. 2, pp 1062-1071, Mar.-Apr. 2018.
`32. J. Wang, F. Cheng, W. Qiao, and L. Qu, “Multiscale filtering reconstruction for wind
`turbine gearbox fault diagnosis under varying-speed and noisy conditions,” IEEE Trans.
`Industrial Electronics, vol. 65, no. 5, pp 4268-4278, May 2018.
`33. F. Cheng, L. Qu, and W. Qiao, “Fault prognosis and remaining useful life prediction of
`wind turbine drivetrain gearboxes using current signal analysis,” IEEE Trans.
`Sustainable Energy, vol. 9, no. 1, pp 157-167, Jan. 2018.
`34. D. Lu, W. Qiao, and X. Gong, “Current-based gear fault detection for wind turbine
`gearboxes,” IEEE Trans. Sustainable Energy, vol. 8, no. 4, pp. 1453-1462, Oct. 2017.
`35. J. Wang, Y. Peng, W. Qiao, and J. L. Hudgins, “Bearing fault diagnosis of direct-drive
`wind turbines using multiscale filtering spectrum,” IEEE Trans. Industry Applications,
`vol. 53, no. 3, pp. 3029-3038, May-Jun. 2017.
`36. F. Cheng, Y. Peng, L. Qu, and W. Qiao, “Current-based fault detection and
`identification for wind
`turbine drivetrain gearboxes,” IEEE Trans. Industry
`Applications, vol. 53, no. 2, pp. 878-887, Mar.-Apr. 2017.
`37. H. Wang, L. Qu, W. Qiao, and B. Liu, “Magnetic flux valve: A magnetoelectric
`materials-based device for conversion and control of electric power,” IEEE Trans.
`Industrial Electronics, vol. 64, no. 3, pp. 2451-2458, Mar. 2017.
`38. T. Dai and W. Qiao, “Finding equilibria in the pool-based electricity market with
`strategic wind power producers and network constraints,” IEEE Trans. Power Systems,
`vol. 32, no. 1, pp. 389-399, Jan. 2017.
`39. C. Wei, Z. Zhang, W. Qiao, and L. Qu, “An adaptive network-based reinforcement
`learning method for MPPT control of PMSG wind energy conversion systems,” IEEE
`Trans. Power Electronics, vol. 31, no. 11, pp. 7837-7848, Nov. 2016.
`40. J. Wang, Y. Peng, and W. Qiao, “Current-aided order tracking of vibration signals for
`bearing fault diagnosis of direct-drive wind turbines,” IEEE Trans. Industrial
`Electronics, vol. 63, no. 10, pp. 6336-6346, Oct. 2016.
`41. X. Bai, W. Qiao, and L. Qu, “Robust AC optimal power flow for power networks with
`wind power generation,” IEEE Trans. Power Systems, vol. 31, no. 5, pp. 4163-4164,
`Sept. 2016.
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`42. Z. Zhang, C. Wei, W. Qiao, and L. Qu, “Adaptive saturation controller-based direct
`torque control for permanent-magnet synchronous machines,” IEEE Trans. Power
`Electronics, vol. 31, no. 10, pp. 7112-7122, Oct. 2016.
`43. Z. Wang and W. Qiao, “A physics-based improved Cauer-type thermal equivalent
`circuit for IGBT modules,” IEEE Trans. Power Electronics, vol. 31, no. 10, pp. 6781-
`6786, Oct. 2016.
`44. X. Jin, W. Qiao, Y. Peng, F. Cheng, and L. Qu, “Quantitative evaluation of wind turbine
`faults under variable operational conditions,” IEEE Trans. Industry Applications, vol.
`52, no. 3, pp. 2061-2069, May/Jun. 2016.
`45. Z. Wang, B. Tian, W. Qiao, and L. Qu, “Real-time aging monitoring for IGBT modules
`using case temperature,” IEEE Trans. Industrial Electronics, vol. 63, no. 2, pp. 1168-
`1178, Feb. 2016.
`46. Y. Shen, D. Ke, Y. Sun, D. S. Kirschen, W. Qiao, and X. Deng, “Advanced auxiliary
`control of an energy storage device for transient voltage support of a doubly-fed
`induction generator,” IEEE Trans. Sustainable Energy, vol. 7, no. 1, pp. 63-76, Jan.
`2016.
`47. H. Wang, L. Qu, and W. Qiao, “Adjustable-voltage-ratio magneto-electric
`transformer,” IEEE Magnetics Letters, vol. 6, Article# 6000104, 2015.
`48. Y. Shen, D. Ke, W. Qiao, Y. Sun, D. S. Kirschen, and C. Wei, “Transient
`reconfiguration and coordinated control for power converters to enhance the LVRT of a
`DFIG wind turbine with an energy storage device,” IEEE Trans. Energy Conversion,
`vol. 30, no. 4, pp. 1679-1690, Dec. 2015.
`49. T. Kim, Y. Wang, Z. Sahinoglu, T. Wada, S. Hara, and W. Qiao, “Model-based
`condition monitoring for lithium-ion batteries,” Journal of Power Sources, vol. 295, pp.
`16-27, Nov. 2015.
`50. W. Qiao, P. Zhang, and M.-Y. Chow, “Condition monitoring, diagnosis, prognosis, and
`health management for wind energy conversion systems,” IEEE Trans. Industrial
`Electronics, vol. 62, no. 10, pp. 6533-6536, Oct. 2015.
`51. W. Qiao and D. Lu, “A survey on wind turbine condition monitoring and fault
`diagnosis−Part I: Components and subsystems,” IEEE Trans. Industrial Electronics, vol.
`62, no. 10, pp. 6536-6545, Oct. 2015.
`52. W. Qiao and D. Lu, “A survey on wind turbine condition monitoring and fault
`diagnosis−Part II: Signals and signal processing methods,” IEEE Trans. Industrial
`Electronics, vol. 62, no. 10, pp. 6546-6557, Oct. 2015.
`53. C. Wei, Z. Zhang, W. Qiao, and L. Qu, “Reinforcement learning-based intelligent
`maximum power point tracking control for wind energy conversion systems,” IEEE
`Trans. Industrial Electronics, vol. 62, no. 10, pp. 6360-6370, Oct. 2015.
`54. T. Kim, Y. Wang, Z. Sahinoglu, T. Wada, S. Hara, and W. Qiao, “A Rayleigh quotient-
`based recursive total-least-squares online maximum capacity estimation for lithium-ion
`batteries,” IEEE Trans. Energy Conversion, vol. 30, no. 3, pp. 842-851, Sept. 2015.
`55. Z. Zhang, Y. Zhao, W. Qiao, and L. Qu, “A discrete-time direct-torque control for
`direct-drive PMSG-based wind energy conversion systems,” IEEE Trans. Industry
`Applications, vol. 51, no. 4, pp. 3504-3514, Jul.-Aug. 2015.
`56. J. Zeng, W. Qiao, and L. Qu, “An isolated three-port bidirectional DC-DC converter
`for photovoltaic systems with energy storage,” IEEE Trans. Industry Applications, vol.
`51, no. 4, pp. 3493-3503, Jul.-Aug. 2015.
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`57. T. Gachovska, B. Tian, J. L. Hudgins, W. Qiao, and J. Donlon, “A real-time thermal
`model for monitoring of power semiconductor devices,” IEEE Trans. Industry
`Applications, vol. 51, no. 4, pp. 3361-3367, Jul.-Aug. 2015.
`58. J. Zeng, W. Qiao, and L. Qu, “LCL-resonant single-switch isolated DC-DC converter,”
`IET Power Electronics, vol. 8, no. 7, pp. 1209-1216, Jul. 2015.
`59. T. Dai and W. Qiao, “Optimal bidding strategy of a strategic wind power producer in
`the short-term market,” IEEE Trans. Sustainable Energy, vol. 6, no. 3, pp. 707-719, Jul.
`2015.
`60. X. Bai and W. Qiao , “Robust optimization for bidirectional dispatch coordination of
`large-scale V2G,” IEEE Trans. Smart Grid, vol. 6, no. 4, pp. 1944-1954, Jul. 2015.
`61. Y. Zhao, W. Qiao, and L. Wu, “Dead-time effect analysis and compensation for a
`sliding-mode position observer-based sensorless IPMSM control system,” IEEE Trans.
`Industry Applications, vol. 51, no. 3, pp. 2528-2535, May/Jun. 2015.
`62. G. Liu, W. Hou, W. Qiao, and M. Han, “Fast-response fiber-optic anemometer with
`temperature self-compensation,” Optics Express, vol. 23, no. 10, pp. 13562-13570, May
`2015.
`63. Z. Wang and W. Qiao, “An online frequency-domain junction temperature estimation
`method for IGBT modules,” IEEE Trans. Power Electronics, vol. 30, no. 9, pp. 4633-
`4637, Aug. 2015.
`64. Y. Zhao, Z. Zhang, W. Qiao, and L. Wu, “An extended flux model-based rotor position
`estimator for sensorless control of salient-pole permanent-magnet synchronous
`machines,” IEEE Trans. Power Electronics, vol. 30, no. 8, pp. 4412-4422, Aug. 2015.
`65. X. Bai, W. Qiao, H. Wei, F. Huang, and Y. Chen, “Bidirectional coordinating dispatch
`of large-scale V2G in future smart grid using complementarity optimization,”
`International Journal of Electrical Power and Energy Systems, vol. 68, pp. 269-277,
`Jun. 2015.
`66. X. Gong and W. Qiao, “Current-based mechanical fault detection for direct-drive wind
`turbines via synchronous sampling and impulse detection,” IEEE Trans. Industrial
`Electronics, vol. 62, no. 3, pp. 1693-1720, Mar. 2015.
`67. Y. Zhao, W. Qiao, and L. Wu, “Improved rotor position and speed estimators for
`sensorless control of interior permanent magnet synchronous machines,” IEEE Journal
`of Emerging and Selected Topics in Power Electronics, vol. 2, no. 3, pp. 627-639, Sept.
`2014.
`68. Z. Zhang, Y. Zhao, W. Qiao, and L. Qu, “A space-vector modulated sensorless direct-
`torque control for direct-drive PMSG wind
`turbines,” IEEE Trans. Industry
`Applications, vol. 50, no. 4, pp. 2331-2341, Jul./Aug. 2014.
`69. J. Zeng, Z. Zhang, and W. Qiao, “An interconnection and damping assignment
`passivity-based controller for a DC-DC boost converter with a constant power load,”
`IEEE Trans. Industry Applications, vol. 50, no. 4, pp. 2314-2322, Jul./Aug. 2014.
`70. Y. Zhao, W. Qiao, and D. Ha, “A sliding-mode duty-ratio controller for DC/DC buck
`converters with constant power loads,” IEEE Trans. Industry Applications, vol. 50, no.
`2, pp. 1448-1458, Mar./Apr. 2014.
`71. J. Zeng, W. Qiao, L. Qu, and Y. Jiao, “An isolated multiport DC-DC converter for
`simultaneous power management of multiple different renewable energy sources,”
`IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 2, no. 1, pp.
`70-78, Mar. 2014.
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`72. S. Kahrobaee, S. Asgarpoor, and W. Qiao, “Optimum sizing of distributed generation
`and storage capacity in smart households,” IEEE Trans. Smart Grid, vol. 4, no. 4, pp.
`1791-1801, Dec. 2013.
`73. Y. Zhao, C. Wei, Z. Zhang, and W. Qiao, “A review on position/speed sensorless
`control for permanent magnet synchronous machine-based wind energy conversion
`systems,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 1,
`no. 4, pp. 203-216, Dec. 2013.
`74. T. Dai and W. Qiao, “Trading wind power in a competitive electricity market using
`stochastic programming and game theory,” IEEE Trans. Sustainable Energy, vol. 4, no.
`3, pp. 805-815, Jul. 2013.
`75. Y. Zhao, W. Qiao, and L. Wu, “An adaptive quasi sliding-mode rotor position observer-
`based sensorless control for interior permanent magnet synchronous machines,” IEEE
`Trans. Power Electronics, vol. 28, no. 12, pp. 5618-5629, Dec. 2013.
`76. X. Gong and W. Qiao, “Bearing fault diagnosis for direct-drive wind turbines via
`current demodulated signals,” IEEE Trans. Industrial Electronics, vol. 60, no. 8, pp.
`3419-3428, Aug. 2013.
`77. J. Zeng and W. Qiao, “Short-term solar power prediction using a support vector
`machine,” Renewable Energy, vol. 52, pp. 118-127, Apr. 2013.
`78. T. Kim, W. Qiao, and L. Qu, “Power electronics-enabled self-X multicell batteries: A
`design toward smart batteries,” IEEE Trans. Power Electronics, vol. 27, no. 11, pp.
`4723-4733, Nov. 2012.
`79. X. Gong and W. Qiao, “Imbalance fault detection of direct-drive wind turbines using
`generator current signals,” IEEE Trans. Energy Conversion, vol. 27, no. 2, pp. 468-476,
`June 2012.
`80. J. Zeng and W. Qiao, “Short-term wind power prediction using a wavelet support
`vector machine,” IEEE Trans. Sustainable Energy, vol. 3, no. 2, pp. 255-264, Apr. 2012.
`81. W. Qiao, X. Yang, and X. Gong, “Wind speed and rotor position sensorless control for
`direct-drive PMG wind turbines,” IEEE Trans. Industry Applications, vol. 48, no. 1, pp.
`3-11, Jan/Feb 2012.
`82. T. Kim and W. Qiao, “A hybrid battery model capable of capturing dynamic circuit
`characteristics and nonlinear capacity effects,” IEEE Trans. Energy Conversion, vol. 26,
`no. 4, pp. 1172-1180, Dec. 2011.
`83. L. Qu and W. Qiao, “Constant power control of DFIG wind turbines with
`supercapacitor energy storage,” IEEE Trans. Industry Applications, vol. 47, no. 1, pp.
`359-367, Jan/Feb 2011.
`84. F. Li, W. Qiao, H. Sun, H. Wan, J. Wang, Y. Xia, Z. Xu, and P. Zhang, “Smart
`transmission grid: Vision and framework,” IEEE Trans. Smart Grid, vol. 1, no. 2, pp.
`168-177, Sept. 2010.
`85. J. Liang, W. Qiao, and R.G. Harley, “Feed-forward transient current control for low-
`voltage ride-through enhancement of DFIG wind turbines,” IEEE Trans. Energy
`Conversion, vol. 25, no. 3, pp. 836-843, Sept. 2010.
`86. W. Qiao, L. Qu, and R.G. Harley, “Control of IPM synchronous generator for
`maximum wind power generation considering magnetic saturation,” IEEE Trans.
`Industry Applications, vol. 45, no. 3, pp. 1095-1105, May/June 2009.
`87. W. Qiao, G.K. Vanayagamoorthy, and R.G. Harley, “Missing-sensor-fault-tolerant
`control for SSSC FACTS device with real-time implementation,” IEEE Trans. Power
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`Delivery, vol. 24, no. 2, pp. 740-750, Apr. 2009.
`88. W. Qiao, R.G. Harley, and G.K. Vanayagamoorthy, “Coordinated reactive power
`control of a large wind farm and a STATCOM using heuristic dynamic programming,”
`IEEE Trans. Energy Conversion, vol. 24, no. 2, pp. 493-503, June 2009.
`89. W. Qiao, G.K. Venayagamoorthy, and R.G. Harley, “Real-time implementation of a
`STATCOM on a wind farm equipped with doubly fed induction generators,” IEEE
`Trans. Industry Applications, vol. 45, no. 1, pp. 98-107, Jan./Feb. 2009.
`90. W. Qiao, W. Zhou, J.M. Aller, and R.G. Harley, “Wind speed estimation based
`sensorless output maximization control for a wind turbine driving a DFIG,” IEEE Trans.
`Power Electronics, vol. 23, no. 3, pp. 1156-1169, May 2008.
`91. W. Qiao, R.G. Harley, and G.K. Venayagamoorthy, “Fault-tolerant optimal
`neurocontrol for a static synchronous series compensator connected to a power
`network,” IEEE Trans. Industry Applications, vol. 44, no. 1, pp. 74-84, Jan./Feb. 2008.
`92. W. Qiao, R.G. Harley, and G.K. Vanayagamoorthy, “Fault-tolerant indirect adaptive
`neurocontrol for a static synchronous series compensator in a power network with
`missing sensor measurements,” IEEE Trans. Neural Networks, vol. 19, no. 7, pp. 1179-
`1195, July 2008.
`93. W. Qiao, G.K. Venayagamoorthy, and R.G. Harley, “Optimal wide-area monitoring and
`nonlinear adaptive coordinating neurocontrol of a power system with wind power
`integration and multiple FACTS devices,” Neural Networks, vol. 21, no. 2-3, pp. 466-
`475, Mar.-Apr. 2008.
`94. W. Qiao, Z. Gao, R.G. Harley, and G.K. Vanayagamoorthy, “Robust neuro-
`identification of nonlinear plants in electric power systems with missing sensor
`measurements,” IFAC Journal: Engineering Applications of Artificial Intelligence, vol.
`12, no. 4, pp. 604-618, June 2008.
`95. W. Qiao and R.G. Harley, “Indirect adaptive external neuro-control for a series
`capacitive reactance compensator based on a voltage source PWM converter in
`damping power oscillations,” IEEE Trans. Industrial Electronics, vol. 54, no. 1, pp. 77-
`85, Feb. 2007.
`96. W. Qiao, Z.N. Chen, and K. Wu, “UWB monopole antenna with a top-hat sleeve,”
`International Journal of Microwave and Optical Technology, vol. 1, no. 1, pp. 17-27,
`June 2006.
`
`
`Refereed Conference Proceeding Papers:
`1. A. Stratman, W. Qiao, and L. Qu, “Optimal bidding strategy for a wind power producer
`in the energy and spinning reserve markets,” in Proc. 53rd North American Power
`Symposium (NAPS 2021), College Station, TX, USA, Nov. 14-16, 2021, pp. 1-6.
`2. M. Penne, W. Qiao, L. Qu, L. Qu, R. Huang, and Q. Huang, “Active disturbance
`rejection control of doubly-fed induction generators driven by wind turbines,” in Proc.
`IEEE Energy Conversion Congress and Exposition (ECCE 2021), Vancouver, Canada,
`Oct. 10-14, 2021, pp. 965-972.
`3. C. Jia, J. Cui, W. Qiao, and L. Qu, “A real-time operational cost minimization
`strategy for energy management of fuel cell electric vehicles,” in Proc. IEEE Energy
`Conversion Congress and Exposition (ECCE 2021), Vancouver, Canada, Oct. 10-14,
`2021, pp. 1153-1558.
`4. J. Cui, C. Jia, L. Qu, and W. Qiao, “Analysis and suppression of corner electrical field in
`
`Page 8 of 25
`
`SGRE EX1031.0008
`
`

`

`Curriculum Vitae of Wei Qiao
`
`magnetic flux valve,” in Proc. IEEE Energy Conversion Congress and Exposition
`(ECCE 2021), Vancouver, Canada, Oct. 10-14, 2021, pp. 5523-5527.
`5. F. Chen, W. Qiao, H. Wang, and L. Qu, “Computation-cost-invariant universal space-
`vector pulse-width modulation for multilevel inverters,” in Proc. IEEE Energy
`Conversion Congress and Exposition (ECCE 2021), Vancouver, Canada, Oct. 10-14,
`2021, pp. 3460-3467.
`6. J. C. do Prado, W. Qiao, and D. Xiao, “Combined wind and solar power offering
`strategy with virtual bidding and risk management in two-settlement electricity
`markets,” in Proc. 2021 IEEE International Conference on Electro/Information
`Technology (EIT 2021), Mount Pleasant, MI, USA, May 13-15, 2021, pp. 115-120.
`7. C. Jia, J. Cui, W. Qiao, and L. Qu, “A reduced-scale power hardware-in-the-loop
`platform for a fuel cell electric vehicle,” in Proc. IEEE Transportation Electrification
`Conference & Expo (ITEC 2021), Chicago, IL, USA, Jun. 21-25, 2021, pp. 370-375.
`8. C. Jia, J. Cui, W. Qiao, and L. Qu, “A real-time, linear, parameter-varying, model
`predictive control strategy for a battery/supercapacitor hybrid energy storage system,” in
`Proc. IEEE 12th International Symposium on Power Electronics for Distributed
`Generation Systems (PEDG 2021), Chicago, IL, USA, Jun. 28-Jul. 1, 2021, pp. 1-8.
`9. H. Wang, F. Chen, L. Qu, and W. Qiao, “Energy-based circulating current control of a
`single-phase hybrid modular multilevel converter,” in Proc. 36th Annual IEEE Applied
`Power Electronics Conference & Exposition (APEC 2021), Phoenix, AZ, USA, Jun. 9-12,
`2021, pp. 913-920.
`10. C. Wei, J. Xu, Q. Chen, and W. Qiao, “Anti-disturbance full-order sliding mode control
`of PMSG-based wind energy conversion systems,” in Proc. IEEE Energy Conversion
`Congress and Exposition (ECCE 2020), Detroit, MI, USA, Oct. 11-15, 2020, pp. 81-85.
`11. M. Penne, W. Qiao, L. Qu, J. Wang, and S. Li, “Model predictive saturation controller-
`based direct torque control of permanent magnet synchronous machines,” in Proc. IEEE
`Energy Conversion Congress and Exposition (ECCE 2020), Detroit, MI, USA, Oct. 11-
`15, 2020, pp. 2682-2688.
`12. C. Entzminger, W. Qiao, and L. Qu, “Case temperature monitoring-based online
`condition monitoring of SiC MOSFET power module using a radial basis function
`network,” in Proc. IEEE Energy Conversion Congress and Exposition (ECCE 2020),
`Detroit, MI, USA, Oct. 11-15, 2020, pp. 5296-5301.
`13. M. K. AlAshery, W. Qiao, and L. Qu, “Portfolio risk management via a CVaR and
`stochastic dominance hybrid approach,” in Proc. IEEE PES General Meeting, Montreal,
`Canada, Aug. 2-6, 2020, pp. 1-5.
`14. C. Jia, W. Qiao, and L. Qu, “A cost-oriented control strategy for energy management of
`a dual-mode locomotive,” in Proc. 2019 IEEE Vehicle Power and Propulsion
`Conference (VPPC 2019), Hanoi, Vietnam, Oct. 14-17, 2019, pp. 1-6.
`15. J. Liu, H. Zhang, W. Qiao, and L. Qu, “DC (optimal) power flow-based models for
`simulation and mitigation of overload cascading failures,” in Proc. 51st North American
`Power Symposium (NAPS 2019), Wichita, KS, USA, Oct. 13-15, 2019, pp. 1-5.
`16. H. Zhang, J. Liu, D. Xiao, and W. Qiao, “Security-constrained optimal power flow
`solved with a dynamic multichain particle swarm optimizer,” in Proc. 51st North
`American Power Symposium (NAPS 2019), Wichita, KS, USA, Oct. 13-15, 2019, pp. 1-6.
`17. L. He, L. Hao, and W. Qiao, “Remote monitoring and diagnostics of pitch bearing
`defects in a MW-scale wind turbine using pitch symmetrical-component analysis,” in
`
`Page 9 of 25
`
`SGRE EX1031.0009
`
`

`

`Curriculum Vitae of Wei Qiao
`
`Proc. 2019 IEEE Energy Conversion Congress and Exposition (ECCE 2019), Baltimore,
`MD, USA, Sept. 29-Oct. 3, 2019, pp. 1-6.
`18. J. Cui, L. Qu, and W. Qiao, “A single-phase electromagnetic transformer with an
`adjustable output voltage,” in Proc. 2019 IEEE Energy Conversion Congress and
`Exposition (ECCE 2019), Baltimore, MD, USA, Sept. 29-Oct. 3, 2019, pp. 6122-6125.
`19. C. Entzminger, W. Qiao, L. Qu, and J. L. Hudgins, “A high-accuracy, low-order thermal
`model of SiC MOSFET power modules extracted from finite element analysis via model
`order reduction,” in Proc. 2019 IEEE Energy Conversion Congress and Exposition
`(ECCE 2019), Baltimore, MD, USA, Sept. 29-Oct. 3, 2019, pp. 4950-4954.
`20. L. Qu, L. Qu, W. Qiao, and Z. Zhang, “Zero voltage vector selection in a saturation
`controller-based direct torque control for permanent-magnet synchronous motors,” in
`Proc. 2019 IEEE Energy Conversion Congress and Exposition (ECCE 2019), Baltimore,
`MD, USA, Sept. 29-Oct. 3, 2019, pp. 4528-4533.
`21. L. Qu, L. Qu, and W. Qiao, “A linear active disturbance rejection controller-based
`sensorless control scheme for PMSM drives,” in Proc. 2019 IEEE Energy Conversion
`Congress and Exposition (ECCE 2019), Baltimore, MD, USA, Sept. 29-Oct. 3, 2019, pp.
`792-797.
`22. H. Zhang, D. Xiao, J. Liu, and W. Qiao, “Security-constrained optimal power flow
`solved with a hybrid multiswarm particle swarm optimizer,” in Proc. IEEE PES General
`Meeting 2019, Atlanta, GA, USA, Aug. 4-8, 2019, pp. 1-5.
`23. C. Jia, W. Qiao, and L. Qu, “Numerical methods for optimal control of hybrid electric
`agricultural tractors,” in Proc. IEEE Transportation Electrification Conference and Expo
`(ITEC 2019), Novi, MI, USA, Jun. 19-21, 2019, pp. 1-6.
`24. L. He, L. Hao, D. Pan, and W. Qiao, “Detection of single-axis pitch bearing defect in a
`wind turbine using electrical signature analysis,” in Proc. IEEE International Electric
`Machines & Drives Conference (IEMDC), San Diego, CA, USA, May 12-15, 2019, pp.
`1-6.
`25. L. He, J. Unnikrishnan, L. Hao, B. Matthews, and W. Qiao, “Enhanced wind turbine
`main drivetrain gearbox and bearing monitoring and diagnostics via information of
`acoustic, electrical, and vibration signatures,” in Proc. IEEE International Electric
`Machines & Drives Conference (IEMDC), San Diego, CA, USA, May 12-15, 2019, pp.
`1-6.
`26. J. C. do Prado, W. Qiao, and S. Thomas, “Moving towards distribution system operators:
`Current work and future directions,” in Proc. 10th IEEE Conference on Innovative Smart
`Grid Technology (ISGT 2019), Washington, DC, USA, Feb. 17-20, 2019, pp. 1-5.
`27. D. Xiao, W. Qiao, and L. Qu, “Risk-averse offer strategy of a photovoltaic solar power
`plant with virtual bidding in electricity markets,” in Proc. 10th IEEE Conference on
`Innovative Smart Grid Technology (ISGT 2019), Washington, DC, USA, Feb. 17-20,
`2019, pp. 1-5.
`28. M. Penne, W. Qiao, and J. L. Hudgins, “Converting waste vehicle aerodynamic energy
`into electricity,” in Proc. 2018 IEEE Energy Conversion Congress and Exposition
`(ECCE 2018), Portland, OR, USA, Sept. 23-27, 2018, pp. 416-422.
`29. J. Cui, L. Qu, and W. Qiao, “A three-phase adjustable-voltage-ratio transformer based
`on magnetic flux valves,” in Proc. 2018 IEEE Energy Conversion Congress and
`Exposition (ECCE 2018), Portland, OR, USA, Sept. 23-27, 2018, pp. 758-762.
`30. X. Jin, Z. Que, Y. Sun, Y. Guo, and W. Qiao, “A data-driven approach for bearing fault
`
`

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