DocumentCode :
1690161
Title :
A continuous-discrete mode of optimal control of AGC for multi area hydrothermal system using genetic algorithm
Author :
Vijay, M. ; Jena, D.
Author_Institution :
Dept. of Electr. Eng., NITK, Mangalore, India
fYear :
2012
Firstpage :
1
Lastpage :
6
Abstract :
This paper deals with Automatic generation control (AGC) of interconnected hydrothermal system in continuous-discrete mode using proportional-integral (PI) controller with different tuning approaches. Here the PI controller is initially tuned using local optimization technique such as Fminsearch (Existing MATLAB function) and optimal control strategies were taken as integral square error (ISE), integral time-absolute error (IATE) and integral time square error (ISTE). Then the same PI controller is tuned by using evolutionary algorithm, i.e. genetic algorithm (GA). For the given system appropriate generation rate constraint (GRC) has been considered both for the thermal and hydro plants. System performances is examined considering 1% step load perturbation in both thermal and hydro area with 1 second sampling period. Finally the performance of both the local and global optimization algorithms is compared in terms of the time domain specifications both for frequency deviation in each area, and tie line power.
Keywords :
PI control; automatic gain control; genetic algorithms; hydrothermal power systems; power generation control; AGC; Fminsearch; GRC; IATE; ISE; PI controller; automatic generation control; continuous-discrete mode; generation rate constraint; genetic algorithm; hydro plants; integral square error; integral time-absolute error; interconnected hydrothermal system; local optimization technique; multiarea hydrothermal system; optimal control; proportional-integral controller; thermal plants; Automatic generation control; Genetic algorithms; Hydraulic turbines; Optimization; Tuning; Automatic generation control; Fminsearch and Genetic algorithm Introduction (Heading 1); PID controller; optimum criterion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing, Communication and Applications (ICCCA), 2012 International Conference on
Conference_Location :
Dindigul, Tamilnadu
Print_ISBN :
978-1-4673-0270-8
Type :
conf
DOI :
10.1109/ICCCA.2012.6179200
Filename :
6179200
Link To Document :
بازگشت