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Chemical Process Disturbance Compensation as a Fault Tolerant Control Problem

机译:化学过程干扰补偿作为容错控制问题

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In general, the control of chemical processes that involve unknown disturbances presents interesting challenges. Research issues have been focused on detailed modelling of the involved phenomena in order to use e.g. robust on-line disturbance compensation procedures or attempting to cancel out the disturbance effect in the feedback control of the chemical system. However, the chemical modelling problem can remain a very difficult challenge due to the unknown or partially-known dynamics occurring in the process under investigation. Therefore, this article proposes a new approach to the disturbance compensation, which is recasted into the theory of robust fault estimation. The disturbances acting in the system can be thus viewed as faults with time-varying characteristics to be estimated and compensated within an output feedback fault-tolerant control scheme. In this way, the limitations arising from the use of model-based approaches are obviated. The unknown input estimation problem is hence embedded inside a control system with required stability and performance robustness. This can be a significant advantage over model-based unknown input compensation methods, in which the detailed modelling of the disturbance term can be essential, and for which robustness with respect to its characteristics is difficult to achieve using purely nonlinear modelling strategies.
机译:通常,涉及未知干扰的化学过程的控制提出了有趣的挑战。研究问题已经集中在所涉及现象的详细建模上,以便使用例如。强大的在线干扰补偿程序,或试图抵消化学系统反馈控制中的干扰影响。然而,由于在研究过程中发生的未知或部分已知的动力学,化学建模问题仍然是一个非常困难的挑战。因此,本文提出了一种新的扰动补偿方法,并将其重铸到鲁棒故障估计理论中。因此,可以将在系统中起作用的干扰视为具有时变特性的故障,以便在输出反馈容错控制方案中进行估算和补偿。以这种方式,消除了由于使用基于模型的方法而引起的限制。因此,未知的输入估计问题被嵌入具有所需稳定性和性能鲁棒性的控制系统内。与基于模型的未知输入补偿方法相比,这可能是一个显着的优势,在后者中,干扰项的详细建模可能是必不可少的,而对于纯干扰模型而言,使用纯非线性建模策略很难获得其特性方面的鲁棒性。

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