Application of multi-model control with fuzzy switching to a micro hydro-electrical power plant

Issam Salhi, Saïd Doubabi, Najib Essounbouli and Abdelaziz Hamzaoui

Renewable Energy, 2010, vol. 35, issue 9, 2071-2079

Abstract: Modelling hydraulic turbine generating systems is not an easy task because they are non-linear and uncertain where the operating points are time varying. One way to overcome this problem is to use Takagi–Sugeno (TS) models, which offer the possibility to apply some tools from linear control theory, whereas those models are composed of linear models connected by a fuzzy activation function. This paper presents an approach to model and control a micro hydro power plant considered as a non-linear system using TS fuzzy systems. A TS fuzzy system with local models is used to obtain a global model of the studied plant. Then, to combine efficiency and simplicity of design, PI controllers are synthesised for each considered operating point to be used as conclusion of an electrical load TS Fuzzy controller. The latter ensures the global stability and desired performance despite the change of operating point. The proposed approach (model and controller) is tested on a laboratory prototype, where the obtained results show their efficiency and their capability to ensure good performance despite the non-linear nature of the plant.

Keywords: Renewable energy; Micro hydro power plant; Takagi–Sugeno fuzzy inference system; modelling; Multi-model control (search for similar items in EconPapers)
Date: 2010
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Citations: View citations in EconPapers (6)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:renene:v:35:y:2010:i:9:p:2071-2079

DOI: 10.1016/j.renene.2010.02.008

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