模型预测控制设计中样本/保持时间对初始可行集的影响

Dexiang Zhou, K. Ling
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引用次数: 0

摘要

采样/保持(S/H)时间在模型预测控制(MPC)的实现中起着重要的作用。本文的目的是研究在MPC设计中S/H时间对初始可行集大小的影响。影响S/H时间选择的因素很多,如过程动态、实现平台的计算能力等。通过实例说明了在MPC设计中如何选择S/H时间,特别是从在线计算复杂度、初始可行集和闭环性能之间权衡的角度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effect of sample/hold time on initial feasible set in model predictive control design
Sample/Hold (S/H) time plays an important role in the implementation of Model Predictive Control (MPC). The purpose of this paper is to investigate how the S/H time effects the size of initial feasible set in MPC design. Many factors influence S/H time choice, e.g. the process dynamics, the computational power of the implementation platform, etc. An illustrated example is given to show how to select S/H time in MPC designs, especially from the perspective of trade-off between their on-line computational complexity, initial feasible set, and closed-loop performance.
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