OPTIMIZATION OF THE LYAPUNOV BASED NONLINEAR CONTROLLER PARAMETERS IN A SINGLE-PHASE GRID-CONNECTED INVERTER

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HAJBANI VADOOD; SALIMI MAHDI

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Journal Paper

Paper Information

Journal: JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING Year:2014 | Volume:2 | Issue:8 Page(s): 68-78

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Information Journal Paper

Title

OPTIMIZATION OF THE LYAPUNOV BASED NONLINEAR CONTROLLER PARAMETERS IN A SINGLE-PHASE GRID-CONNECTED INVERTER

Author(s)

HAJBANI VADOOD | SALIMI MAHDI | Issue Writer Certificate

Keywords

GRID-CONNECTED INVERTER

NONLINEAR CONTROLLER

IMPERIALIST COMPETITIVE ALGORITHM (ICA)

GENETIC ALGORITHM (GA) AND PARTICLE SWARM OPTIMIZATION (PSO) ALGORITHM

Abstract

In this paper, optimization of the backstepping controller parameters in a grid-connected single-phase inverter is studied using Imperialist competitive algorithm (ICA), Genetic Algorithm (GA) and Particle swarm optimization (PSO) algorithm. The controller is developed for the system based on state-space averaged model. By selection of a suitable Lyapunov function, stability of the proposed controller is proved in a wide range of operation. Considering different optimization algorithms, steady-state and dynamic responses of the developed system are studied. In addition, THD values for different test are compared. Finally, to verify accuracy of the proposed method, designed controller is simulated using MATLAB/Simulink software.

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APA: Copy

HAJBANI, VADOOD, & SALIMI, MAHDI. (2014). OPTIMIZATION OF THE LYAPUNOV BASED NONLINEAR CONTROLLER PARAMETERS IN A SINGLE-PHASE GRID-CONNECTED INVERTER. JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING, 2(8), 68-78. SID. https://sid.ir/paper/333792/en

Vancouver: Copy

HAJBANI VADOOD, SALIMI MAHDI. OPTIMIZATION OF THE LYAPUNOV BASED NONLINEAR CONTROLLER PARAMETERS IN A SINGLE-PHASE GRID-CONNECTED INVERTER. JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING[Internet]. 2014;2(8):68-78. Available from: https://sid.ir/paper/333792/en

IEEE: Copy

VADOOD HAJBANI, and MAHDI SALIMI, “OPTIMIZATION OF THE LYAPUNOV BASED NONLINEAR CONTROLLER PARAMETERS IN A SINGLE-PHASE GRID-CONNECTED INVERTER,” JOURNAL OF ARTIFICIAL INTELLIGENCE IN ELECTRICAL ENGINEERING, vol. 2, no. 8, pp. 68–78, 2014, [Online]. Available: https://sid.ir/paper/333792/en

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