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Intelligent Engineering Systems through Artificial Neural Networks Volume 18

Cihan H. Dagli
Cihan H. Dagli
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ASME Press
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A variable-speed wind turbine has a back-to-back PWM converter consisting of a machine-side converter and a grid-side converter. Traditionally, the grid-side converter is controlled through decoupled PI control mechanisms. In this paper, power control characteristics of the grid-side converter are studied both analytically and through computer simulation. Deficiencies of the conventional control strategies are analyzed. Then, an optimal control approach is developed from a nonlinear programming point of view. An intelligent control system for the grid-side converter is developed by integrating fuzzy, adaptive, and PID control technologies, which is evaluated through a transient simulation approach. Comparisons are made between the...

1 Introduction
2 Conventional Converter Control Mechanism
3 Power Control Characteristics of Grid-Side Converter
4 Non-Linear Programming Formulation
5 Intelligent Control of Grid-Side System
6 Simulation and Results
7 Conclusion
8 References
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