Particle swarm optimization for time-optimal control design

2012 ◽  
Vol 10 (3) ◽  
pp. 365-370
Author(s):  
Yiqiang Li ◽  
Xing Zhang ◽  
Yaobin Chen ◽  
Huixing Zhou
Keyword(s):  
Optimal Control ◽  
Particle Swarm Optimization ◽  
Particle Swarm ◽  
Control Design ◽  
Time Optimal Control ◽  
Swarm Optimization ◽  
Time Optimal

scholarly journals Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization

2014 ◽  
Vol 2014 ◽  
pp. 1-10 ◽  
Author(s):  
Xinrui Liu ◽  
Guangru Zhang ◽  
Dongsheng Yang ◽  
Tongyu Shi ◽  
Xusheng He
Keyword(s):  
Optimal Control ◽  
Particle Swarm Optimization ◽  
Discrete Time ◽  
Control Method ◽  
Particle Swarm ◽  
Control Process ◽  
Swarm Optimization ◽  
Performance Matrix ◽  
Time Optimal ◽  
Grid Connected Inverter

This paper is concerned with the problem of optimal control of photovoltaic grid-connected inverter. Firstly, the discrete-time nonlinear mathematical model of single-phase photovoltaic grid-connected inverter in the rotating coordinate system is constructed by the Delta operator, which simplifies the control process and facilitates direct digital realization. Then, a novel optimal control method which is significant to achieve trajectory tracking for photovoltaic grid-connected inverter is developed by constructing a control Lyapunov functional against the difficulty of solving HJB (Hamilton-Jacobi-Bellman) partial differential equations. More importantly, the performance matrix of the controller which is very meaningful to many performance indicators of the system is also optimized via the particle swarm optimization. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed method.

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