Title :
Application of TLBO algorithm to study the performance of automatic generation control of a two-area multi-units interconnected power system
Author :
Pati, Tridipta Kumar ; Nayak, Jyoti Ranjan ; Sahu, Binod Kumar
Author_Institution :
Siksha `O´Anusandhan Univ., Bhubaneswar, India
Abstract :
This paper deals with design and performance analysis of automatic generation control (AGC) of a two area six unit interconnected power system. A single input Fuzzy Proportional Integral Derivative (FPID) controller is used to study the transient response of the proposed system. Area-1 consists of two thermal generating units with reheat turbines along with a diesel unit and area-2 has two thermal generating units with non-reheat turbines with a diesel unit. The gains of FPID controller is optimized by using two novel Teaching Learning Based Optimisation (TLBO) & hybrid Differential Evolution-Particle Swarm Optimization (DEPSO) technique. Step load perturbation (SLP) of 1 % is applied in area1 to study the performance of two algorithms in terms of undershoot, overshoot & settling time. Finally it is observed that the FPID controller optimised TLBO algorithm performs better than the other one.
Keywords :
evolutionary computation; fuzzy control; particle swarm optimisation; power generation control; power system interconnection; thermal power stations; three-term control; transient response; AGC; DEPSO technique; FPID controller; SLP; TLBO algorithm; automatic generation control; diesel unit; hybrid differential evolution-particle swarm optimization technique; non reheat turbines; reheat turbines; single input fuzzy proportional integral derivative controller; step load perturbation; teaching learning based optimisation algorithm; thermal generating units; transient response; two-area multiunits interconnected power system; Automatic generation control; Education; Frequency control; Heuristic algorithms; Optimization; Sociology; Statistics; Automatic Generation Control (AGC); Fuzzy Proportional Integral Derivative (FPID) controller; Hybrid Differential Evolution Particle Swarm Optimization (DEPSO) algorithm; Teaching Learning Based Optimisation (TLBO) algorithm;
Conference_Titel :
Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on
Conference_Location :
Kozhikode
DOI :
10.1109/SPICES.2015.7091560