Robust distributed MPC for load frequency control of uncertain power systems. (November 2016)

• Record Type: Journal Article
• Authors: Liu, Xiangjie; Zhang, Yi; Lee, Kwang Y.
• Is Part Of: Control engineering practice. Volume 56(2016)
• Page Start: 136
• Page End: 147
• Publication Date: 2016-11
• Subjects: LFC load frequency control -- MPC model predictive control -- DMPC distributed model predictive control -- RDMPC robust distributed model predictive control -- LMI linear matrix inequalities -- GRCs generation rate constraints -- SG speed governing subsystem -- RTD reheat time delay subsystem -- STU steam turbine unit -- PS power system -- HT hydraulic turbine system -- WH water hammer dynamic subsystem; Load frequency control -- Robust distributed model predictive control -- Linear matrix inequalities -- Attractive range; Automatic control -- Periodicals; 629.89
• DOI: 10.1016/j.conengprac.2016.08.007
• Languages: English
• ISSNs: 0967-0661

Abstract

Abstract: Reliable Load frequency control (LFC) is crucial to the operation and design of modern electric power systems. However, the power systems are always subject to uncertainties and external disturbances. Considering the LFC problem of a multi-area interconnected power system, this paper presents a robust distributed model predictive control (RDMPC) based on linear matrix inequalities. The proposed algorithm solves a series of local convex optimization problems to minimize an attractive range for a robust performance objective by using a time-varying state-feedback controller for each control area. The scheme incorporates the two critical nonlinear constraints, e.g., the generation rate constraint (GRC) and the valve limit, into convex optimization problems. Furthermore, the algorithm explores the use of an expanded group of adjustable parameters in LMI to transform an upper bound into an attractive range for reducing conservativeness. Good performance and robustness are obtained in the presence of power system dynamic uncertainties. Graphical abstract: Highlights: A robust DMPC algorithm for interconnected power system is proposed. The mathematic model for load frequency control of power system is established. The robustness is studied based on parameter and structure uncertainties. Performance of the algorithm is verified under the load change and uncertainties.