Title :
Synchrophasor based auxiliary controller to enhance power system transient voltage stability in a high penetration renewable energy scenario
Author :
Huaiguang Jiang ; Yingchen Zhang ; Zhang, J.J. ; Muljadi, Eduard ; Gao, David Wenzhong
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Denver, Denver, CO, USA
Abstract :
An auxiliary coordinated control approach focusing on transient voltage stability is proposed in this paper. The concept is based on support vector machine (SVM) classifier and multiple-input and multiple-output (MIMO) model predictive control (MPC) on the high penetration renewable power system. To achieve the objective, the voltage stability condition of the power system is predicted by the SVM classifier first, using measured synchrophasor data in the power system. Next, the control strategy is triggered by the prediction results. The designed auxiliary MPC strategy will augment the existing control variables aiming to keep transient voltage stability. To validate the proposed approach, the Kundur two-area power system with a wind plant is built and the numerical results demonstrate the feasibility, effectiveness and accuracy of the proposed method.
Keywords :
MIMO systems; phasor measurement; power system control; power system transient stability; predictive control; support vector machines; voltage regulators; wind power plants; Kundur two-area power system; MIMO MPC; SVM classifier; control strategy; high penetration renewable energy scenario; multiple-input and multiple-output model predictive control; power system transient voltage stability enhancement; renewable power system; support vector machine classifier; synchrophasor based auxiliary coordinated controller; wind plant; Generators; Power system stability; Stability analysis; Support vector machines; Transient analysis; Voltage control; Support vector machine; model predictive control; multiple-input and multiple-output control; wind power plant;
Conference_Titel :
Power Electronics and Machines for Wind and Water Applications (PEMWA), 2014 IEEE Symposium
Conference_Location :
Milwaukee, WI
Print_ISBN :
978-1-4799-5137-6
DOI :
10.1109/PEMWA.2014.6912217