Title :
Optimal controller design of a doubly-fed induction generator wind turbine system for small signal stability enhancement
Author :
Yang, Lei ; Yang, G.Y. ; Xu, Zongben ; Dong, Zhao Yang ; Wong, Kit Po ; Ma, Xiao-Li
Author_Institution :
Sch. of Electr. Eng., Xi´an Jiaotong Univ., Xi´an, China
fDate :
5/1/2010 12:00:00 AM
Abstract :
Multi-objective optimal controller design of a doubly-fed induction generator (DFIG) wind turbine system using differential evolution (DE) is presented. A detailed mathematical model of DFIG wind turbine with a closed-loop vector control system is developed. Based on this, objective functions addressing the steady-state stability and dynamic performance at different operating conditions are implemented to optimise the controller parameters of both the rotor and grid-side converters. A superior ??-constraint method and method of adaptive penalties are applied to handle the multi-objective problem and the constraint with DE, respectively. Eigenvalue analysis and time-domain simulations are performed on a single machine infinite bus system as well as a nine-bus multi-machine system with two DFIG wind turbines to illustrate the control performance of the DFIG wind turbine with the optimised controller parameters. The electric energy productions of the studied DFIG wind turbine system with and without optimised controller parameters under turbulent wind speed are also demonstrated.
Keywords :
asynchronous generators; closed loop systems; constraint handling; control system synthesis; eigenvalues and eigenfunctions; optimal control; power generation control; rotors; stability; time-domain synthesis; wind turbines; DFIG wind turbine; closed-loop vector control system; controller parameters; differential evolution; doubly-fed induction generator wind turbine system; eigenvalue analysis; electric energy; grid-side converters; multi-objective optimal controller design; nine-bus multimachine system; rotor converters; single machine infinite bus system; small signal stability enhancement; steady-state stability; superior ??-constraint method; time-domain simulations;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd.2009.0553