This paper proposes a novel controller design scheme for multimachine power systems based on the explorized policy iteration. Power systems have several uncertainties on system dynamics due to the various effects of interconnections between generators. To solve this problem, the proposed method solves the LQR (Linear Quadratic Regulation) problem of isolated subsystems without the knowledge of a system matrix and the interconnection parameters of multimachine power systems. By selecting the proper performance indices, it guarantees the stability and convergence of the LQ optimal control. To implement the proposed scheme, the least squares based online method is also investigated in terms of PE (Persistency of Excitation), interconnection parameters and exploration signals. Finally, the performance and effectiveness of the proposed algorithm are demonstrated by numerical simulations of three-machine power systems with governor controllers.
|Number of pages||7|
|Journal||Journal of Institute of Control, Robotics and Systems|
|Publication status||Published - 2014 Nov 1|
Bibliographical notePublisher Copyright:
© ICROS 2014.
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Applied Mathematics