先进生命维持系统中有效资源管理的在线故障自适应控制。

Sherif Abdelwahed, Jian Wu, Gautam Biswas, John Ramirez, Eric-J Manders
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引用次数: 21

摘要

本文提出了一种用于高级生命支持系统中有效资源管理的控制器方案的设计与实现。在该方法中,使用切换混合系统模型来表示系统组件及其相互作用的动态。控制器的操作规范用效用函数表示,相应的资源管理问题表述为安全控制问题。该控制器被设计成一个有限视界在线监督控制器,在每个时间步长对系统的状态空间进行有限的前向搜索,并使用效用函数来决定最佳动作。在线算法的可行性和准确性可以在设计时进行评估。我们通过在水回收系统(WRS)的反渗透(RO)子系统上运行一组实验来证明该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Online fault adaptive control for efficient resource management in Advanced Life Support Systems.

This article presents the design and implementation of a controller scheme for efficient resource management in Advanced Life Support Systems. In the proposed approach, a switching hybrid system model is used to represent the dynamics of the system components and their interactions. The operational specifications for the controller are represented by utility functions, and the corresponding resource management problem is formulated as a safety control problem. The controller is designed as a limited-horizon online supervisory controller that performs a limited forward search on the state-space of the system at each time step, and uses the utility functions to decide on the best action. The feasibility and accuracy of the online algorithm can be assessed at design time. We demonstrate the effectiveness of the scheme by running a set of experiments on the Reverse Osmosis (RO) subsystem of the Water Recovery System (WRS).

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