Model Predictive Control of General Fractional Order Systems Using a General Purpose Optimal Control Problem Solver: RIOTS

Sina Dehghan, Tiebiao Zhao, Y. Chen, Taymaz Homayouni
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Abstract

RIOTS is a Matlab toolbox capable of solving a very general form of integer order optimal control problems. In this paper, we present an approach for implementing Model Predictive Control (MPC) to control a general form of fractional order systems using RIOTS toolbox. This approach is based on time-response-invariant approximation of fractional order system with an integer order model to be used as the internal model in MPC. The implementation of this approach is demonstrated to control a coupled MIMO commensurate fractional order model. Moreover, the performance and its application process is compared to examples reported in the literature.
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一般分数阶系统模型预测控制的通用最优控制求解器:暴动
暴动是一个Matlab工具箱,能够解决非常一般形式的整数阶最优控制问题。在本文中,我们提出了一种使用暴乱工具箱实现模型预测控制(MPC)来控制一般形式的分数阶系统的方法。该方法基于分数阶系统的时响应不变逼近,采用整数阶模型作为MPC的内部模型。该方法的实现被证明可以控制一个耦合MIMO相称分数阶模型。此外,还将其性能和应用过程与文献中报道的实例进行了比较。
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