TY - GEN
T1 - Resilient control design for wind turbines using Markov jump linear system model with lévy noise
AU - Chen, Juntao
AU - Zhou, Liuwei
AU - Zhu, Quanyan
PY - 2016/3/17
Y1 - 2016/3/17
N2 - Wind turbines can fail during the operation due to various types of faults. Thus, one of the key problems in wind energy systems is the resilient control to achieve their high reliability. To reach this goal, we first model the wind turbine as a Markov jump linear system based on its operating conditions, and then design a resilient controller that can stabilize the system by incorporating faults into the wind turbine model. Moreover, wind disturbance is modeled as a Levy noise which can capture the nature of wind better than the traditional Gaussian white noise. We use cases studies to corroborate the effectiveness of the designed switching controller, and its enhancement to the resiliency of the wind energy system.
AB - Wind turbines can fail during the operation due to various types of faults. Thus, one of the key problems in wind energy systems is the resilient control to achieve their high reliability. To reach this goal, we first model the wind turbine as a Markov jump linear system based on its operating conditions, and then design a resilient controller that can stabilize the system by incorporating faults into the wind turbine model. Moreover, wind disturbance is modeled as a Levy noise which can capture the nature of wind better than the traditional Gaussian white noise. We use cases studies to corroborate the effectiveness of the designed switching controller, and its enhancement to the resiliency of the wind energy system.
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U2 - 10.1109/SmartGridComm.2015.7436404
DO - 10.1109/SmartGridComm.2015.7436404
M3 - Conference contribution
AN - SCOPUS:84964940362
T3 - 2015 IEEE International Conference on Smart Grid Communications, SmartGridComm 2015
SP - 828
EP - 833
BT - 2015 IEEE International Conference on Smart Grid Communications, SmartGridComm 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Conference on Smart Grid Communications, SmartGridComm 2015
Y2 - 1 November 2015 through 5 November 2015
ER -