DocumentCode :
728505
Title :
A model predictive control design for selective modal damping in power systems
Author :
Jain, Abhishek ; Biyik, Emrah ; Chakrabortty, Aranya
Author_Institution :
Dept. of Electr. Eng., North Carolina State Univ., Raleigh, NC, USA
fYear :
2015
fDate :
1-3 July 2015
Firstpage :
4314
Lastpage :
4319
Abstract :
This paper presents a novel real-time predictive control technique to damp dominant inter-area oscillation modes in power systems. We first show that conventional Power System Stabilizers (PSS) in synchronous generators are best suited to damp only the intra-area oscillation modes, and participate poorly in inter-area damping. We then design a centralized Model Predictive Controller (MPC) to provide supplementary control to these conventional PSSs based on a Selective Discrete Fourier Transform (SDFT) approach. The SDFT extracts the energies associated with the inter-area frequency components in the output spectrum of the system, and uses this information to construct a weighting matrix Q. The MPC is then formulated as a quadratic minimization of the outputs using Q, resulting in damping only the inter-area modes of interest. In reality, however, the most dominant DFT magnitudes will not be known ahead of time since they are decided by the location of the disturbance. Therefore, we next augment the MPC design by predicting the dominant DFT magnitudes in the desired low frequency range using online measured data, and tuning Q accordingly. We illustrate the effectiveness of the proposed approach using an IEEE 39-bus prototype power system model for the New England system.
Keywords :
centralised control; control system synthesis; damping; discrete Fourier transforms; matrix algebra; minimisation; power system control; predictive control; quadratic programming; synchronous generators; IEEE 39-bus prototype power system model; New England system; PSS; SDFT approach; centralized MPC; centralized model predictive controller; dominant interarea oscillation modes; model predictive control design; power system stabilizers; power systems; quadratic minimization; real-time predictive control technique; selective discrete Fourier transform; selective modal damping; synchronous generators; weighting matrix; Damping; Discrete Fourier transforms; Generators; Mathematical model; Oscillators; Power systems; Trajectory; Power systems; model predictive control; selective modal damping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
Type :
conf
DOI :
10.1109/ACC.2015.7172007
Filename :
7172007
Link To Document :
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