Title :
Multi-objective Model Predictive Control for damping inter-area power oscillations
Author :
Maki, Otso ; Turunen, Jukka ; Seppanen, Janne ; Zenger, Kai ; Haarla, Liisa
Author_Institution :
Aalto University School of Electrical Engineering, Espoo, Finland
fDate :
June 29 2015-July 2 2015
Abstract :
This paper introduces a multi-objective optimization based Model Predictive Control (MPC) strategy for damping inter-area oscillations in power systems. The previous MPC control strategies presented in the power system literature have been based on single-objective optimization, but this paper extends the approach to multi-objective optimization. The controller is designed using a linear discrete time state space model and calculates control signals in centralized fashion for local control devices. The optimal control sequence is calculated as a solution to a multi-objective optimization problem with two objective functions. The controller is combined with a Kalman filter state estimator using voltage angle measurements. The performance of the proposed multi-objective optimization based MPC controller is compared against a single-objective optimization based MPC controller using New England New York test system model.
Keywords :
Control systems; Delays; Kalman filters; MATLAB; Oscillators; Power systems; Synchronous generators; Inter-Area Oscillation Damping; Model Predictive Control; Multi-objective Optimization; Phasor Measurement Unit; Power Systems; Wide-Area Control; Wide-Area Measurement System;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven, Netherlands
DOI :
10.1109/PTC.2015.7232593