• 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