Simplified model identification of automatic voltage regulator using model-order reduction

Automatic voltage regulator (AVR) is an essential entity for power system operation. Therefore, to observe the behavior and performance of AVR, study of its modeling is necessary. Since AVR is a complex system having higher order transfer function, so it is tedious to study it. In this paper, different model reduction scheme have been discussed and implemented for this system. We have applied ten different model order reduction schemes and a descriptive study of time and frequency domain analysis has been carried out. It has been observed that although different reduced models emulate the original system but their characteristics in frequency domain vary when few specifications are taken into account, for example, gain and phase margins, notch characteristics, etc. Therefore, on the basis of requirements, system engineer has to select particular reduced model for analysis and controller synthesis.

[1]  P. Gutman,et al.  Contributions to the model reduction problem , 1982 .

[2]  Ibrahim Eksin,et al.  A new optimization method: Big Bang-Big Crunch , 2006, Adv. Eng. Softw..

[3]  B. Friedland,et al.  Routh approximations for reducing order of linear, time-invariant systems , 1975 .

[4]  B. Anderson,et al.  Controller Reduction: Concepts and Approaches , 1987, 1987 American Control Conference.

[5]  R. Prasad,et al.  Order Reduction of Linear Interval Systems Using Particle Swarm Optimization Devender , 2011 .

[6]  D. Sorensen,et al.  A Survey of Model Reduction Methods for Large-Scale Systems , 2000 .

[7]  Y. Shamash Stable reduced-order models using Padé-type approximations , 1974 .

[8]  Y. Smamash Truncation method of reduction: a viable alternative , 1981 .

[9]  Hassan K. Khalil,et al.  Singular perturbation methods in control : analysis and design , 1986 .

[10]  Nasser Sadati,et al.  Design of a fractional order PID controller for an AVR using particle swarm optimization , 2009 .

[11]  V. Krishnamurthy,et al.  Model reduction using the Routh stability criterion , 1978 .

[12]  B. Moore Principal component analysis in linear systems: Controllability, observability, and model reduction , 1981 .

[13]  V. Zakian,et al.  Simplification of linear time-invariant systems by moment approximants † , 1973 .

[14]  Yogesh V. Hote,et al.  Load Frequency Control in Power Systems via Internal Model Control Scheme and Model-Order Reduction , 2013, IEEE Transactions on Power Systems.

[15]  M. E. Ammar,et al.  Multi objective genetic algorithm controller's tuning for non-linear automatic voltage regulator , 2013, 2013 International Conference on Control, Decision and Information Technologies (CoDIT).