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Laguerre functions based model predictive frequency and voltage control of isolated micro-grid

机译:Laguerre基于模型预测频率和隔离微电网电压控制

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PI controller forms the conventional way of controlling voltage and frequency of a micro-grid. Model predictive controller (MPC) is an alternative and effective approach for micro-grid frequency and voltage control as it predicts the future outputs from the present information of the system and generates the optimized controlled input signal at every sampling instant accordingly. However as the future prediction horizon increases, control horizon should also be increased for better transient performance and stability of the system. This increases the number of variables that are to be optimized at each sample causing more computational burden and slow response of the controller. To overcome this problem Laguerre functions based MPC is employed in this paper for frequency and voltage control of isolated micro-grid instead of conventional MPC. This greatly reduces the number of optimized variables at each sampling instant for the same frequency and voltage controlled response of the micro-grid obtained using conventional MPC. The performance of the Laguerre functions based MPC in the context of frequency and voltage control of an isolated micro-grid is tested using MATLAB software package. Performance of the controller is compared with conventional MPC and discrete-time linear quadratic regulator.
机译:PI控制器形成控制微电网电压和频率的传统方式。模型预测控制器(MPC)是微电网频率和电压控制的替代和有效方法,因为它预测来自系统的本信息的未来输出,并相应地在每个采样瞬间产生优化的受控输入信号。然而,由于未来的预测地平线增加,也应该增加控制地平线以获得更好的瞬态性能和系统稳定性。这增加了在每个样本中要优化的变量的数量,导致控制器的更多计算负担和慢响应。为了克服该问题,本文采用了基于MPC的基于MPC,用于隔离微电网而不是传统MPC的频率和电压控制。这极大地减少了用于使用传统MPC获得的微电网的相同频率和电压控制响应的每个采样瞬间的优化变量的数量。使用MATLAB软件包测试基于LAGUERRE功能的MPC的MPC的性能。将控制器的性能与传统的MPC和离散时间线性二次调节器进行比较。

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