Abstract:
Fuzzy PI controllers based on particle swarm optimization (PSO) are proposed for four-area interconnected automatic generation control (AGC) system in deregulate environm...Show MoreMetadata
Abstract:
Fuzzy PI controllers based on particle swarm optimization (PSO) are proposed for four-area interconnected automatic generation control (AGC) system in deregulate environment in this paper. Two kinds of obvious nonlinearities, valve position limits and generation rate constraint (GRC), were concerned. Fuzzy control rules are determined through approved PSO algorithm which avoids falling in local optimum by setting variable inertia weight and learning factors. Distribution company (DISCO) participation matrix (DPM) is introduced to simulate the bilateral contracts. Simulation results show that the proposed approach achieves better dynamic performance compared with conventional proportional and integral (PI) controller in four-area reheat thermal and hydro AGC system.
Date of Conference: 18-20 July 2012
Date Added to IEEE Xplore: 24 November 2012
ISBN Information:
ISSN Information:
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- IEEE Keywords
- Index Terms
- Deregulation ,
- Automatic Generation Control ,
- Automatic Generation Control System ,
- Proportional And Integral Controller ,
- Local Optimum ,
- Particle Swarm ,
- Particle Swarm Optimization ,
- Thermal System ,
- Fuzzy Control ,
- Fuzzy Rules ,
- Distribution Companies ,
- Valve Position ,
- Objective Function ,
- Power System ,
- Linear System ,
- Nonlinear Systems ,
- Fuzzy Set ,
- Experienced Operator ,
- Model In This Paper ,
- Problem Space ,
- Interconnected Systems ,
- Power System Operation ,
- Ameliorative
- Author Keywords
- fuzzy control ,
- AGC ,
- PSO ,
- GRC ,
- DPM
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Deregulation ,
- Automatic Generation Control ,
- Automatic Generation Control System ,
- Proportional And Integral Controller ,
- Local Optimum ,
- Particle Swarm ,
- Particle Swarm Optimization ,
- Thermal System ,
- Fuzzy Control ,
- Fuzzy Rules ,
- Distribution Companies ,
- Valve Position ,
- Objective Function ,
- Power System ,
- Linear System ,
- Nonlinear Systems ,
- Fuzzy Set ,
- Experienced Operator ,
- Model In This Paper ,
- Problem Space ,
- Interconnected Systems ,
- Power System Operation ,
- Ameliorative
- Author Keywords
- fuzzy control ,
- AGC ,
- PSO ,
- GRC ,
- DPM