Fuzzy predictive controller for chaotic flows based on continuous signals

摘要

Highlights?A fuzzy model predictive control method is proposed.?The proposed method can control highly nonlinear and chaotic systems.?This method only uses the obtained time series of the system.?This method does not require any prior knowledge about the system’s equations.?This new control method is tested on chaotic systems with no equilibrium point.AbstractIn this paper, we propose a fuzzy model predictive control method, which can be used in the control of highly nonlinear and complex systems, like chaotic ones. This method only uses the obtained time series of the system and does not require any prior knowledge about the system’s equations. In our proposed method, a fuzzy model is created using a combination of Gaussian basis functions. The mo