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首页> 外文期刊>Applied mathematics and computation >Predictive control for sector bounded nonlinear model and its application to solid oxide fuel cell systems
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Predictive control for sector bounded nonlinear model and its application to solid oxide fuel cell systems

机译:扇区有界非线性模型的预测控制及其在固体氧化物燃料电池系统中的应用

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摘要

In this paper, a nonlinear model predictive control method is presented for solid oxide fuel cell systems. For realistic modeling, a sector bounded nonlinear model with input constraint is considered. As a performance index, we consider one horizon cost function that is represented by the weighted sum of state, control input and nonlinear function. By minimizing the upper bound of the cost function, the optimized control input sequences are obtained. For cost monotonicity, a terminal inequality condition is derived in terms of a finite number of linear matrix inequalities (LMIs) by using augmented vector feedback law which consists of state and sector bounded nonlinear function. In order to show the effectiveness of the proposed method, the sector bounded nonlinear model is derived for the solid oxide fuel cell systems and the system performance is verified by applying the proposed MPC algorithm to the systems.
机译:本文提出了一种用于固体氧化物燃料电池系统的非线性模型预测控制方法。对于现实建模,考虑具有输入约束的扇形边界非线性模型。作为性能指标,我们考虑一个水平成本函数,该函数由状态,控制输入和非线性函数的加权总和表示。通过最小化成本函数的上限,可以获得优化的控制输入序列。对于成本单调性,通过使用由状态和扇区有界非线性函数组成的增强矢量反馈定律,根据有限数量的线性矩阵不等式(LMI)得出终端不等式条件。为了证明所提方法的有效性,推导了固体氧化物燃料电池系统的界界非线性模型,并通过将提出的MPC算法应用于系统验证了系统性能。

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