Design of an Adaptive Power System Stabilizer using Robust System-Response Prediction
Authors:
- 1 January 2020
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 1-6
Abstract
This paper proposes an adaptive on-line power system stabilizer (PSS) for power systems based on system identification and control. The adaptive PSS based on one-step-ahead-prediction senses the changed dynamics of the system and generates an appropriate control signal for the system to damp low-frequency oscillations under different operating conditions. Performance of the designed PSS is compared with the previously-established stabilizers which demonstrates its superior performance. Another important feature of the designed PSS is its simple linear structure and few number of connection weights which reduces its training time and computational burden and, hence, makes it practically realisable. Moreover, the proposed adaptive control scheme does not require any prior system analysis for the control design and implementation.Keywords
This publication has 22 references indexed in Scilit:
- Wide‐area power system stabiliser based on model‐free adaptive controlIET Control Theory & Applications, 2015
- Design and experimental evaluation tests of a Takagi–Sugeno power system stabiliserIET Generation, Transmission & Distribution, 2014
- Clarification on power system stabiliser designIET Generation, Transmission & Distribution, 2013
- Design of differential evolution algorithm-based robust fuzzy logic power system stabiliser using minimum rule baseIET Generation, Transmission & Distribution, 2012
- Design of an adaptive neural network based power system stabilizerNeural Networks, 2003
- Radial basis function (RBF) network adaptive power system stabilizerIEEE Transactions on Power Systems, 2000
- Application of neural adaptive power system stabilizer in a multi-machine power systemIEEE Transactions on Energy Conversion, 1999
- A study of frequency responses of generator electrical torques for power system stabilizer designIEEE Transactions on Power Systems, 1998
- Pole-placement designs of power system stabilizersIEEE Transactions on Power Systems, 1989
- Concepts of Synchronous Machine Stability as Affected by Excitation ControlIEEE Transactions on Power Apparatus and Systems, 1969