Gochhayat, R (2014) PSO based PI controller for load frequency control of interconnected power systems. MTech thesis.
Proportional-plus-integral controller is designed here based on Particle Swarm Optimization (PSO) for controlling the frequency deviation which is a major problem of a two area interconnected power system. In order to improvise the performance of supplying power of a power system, error function is minimized. The objective function taken into consideration over here is Integral Time multiplied with Absolute Error (ITAE). To optimize the gain values of controller, the PSO algorithm is used. The choice of this algorithm over other recent well known algorithms such as Bacteria Foraging Optimization Algorithm (BFOA) and Genetic Algorithm (GA) is explained for the same interconnected system. Tuning of controllers are done in order to get the gain values or controller parameters such that the desired frequency and power interchange with neighboring systems is maintained within specific value. Controllers must possess the property of being sensitive against changes in frequency and load. Tuning of controllers based on PSO algorithm is justified by making a comparison with Conventional method and LQR method.
|Item Type:||Thesis (MTech)|
|Uncontrolled Keywords:||PI Controller; Particle swarm optimization; Area control error; Performance index; Linear quadratic regulator; Two area system.|
|Subjects:||Engineering and Technology > Electrical Engineering > Power Systems|
|Divisions:||Engineering and Technology > Department of Electrical Engineering|
|Deposited By:||Hemanta Biswal|
|Deposited On:||26 Aug 2014 13:54|
|Last Modified:||26 Aug 2014 13:54|
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