输入重构致动器故障检测与隔离:在强化热交换器反应器中的应用

Mei Zhang, B. Dahhou, M. Cabassud, Ze-tao Li
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引用次数: 5

摘要

本文提出了一种左可逆级联非线性系统结构,并基于动态反演的输入重构律,形成了一种基于模型的执行器故障检测与隔离算法。将执行机构视为与过程子系统串联的子系统,在假设输出不可测的子系统中,采用先进的FDI算法识别执行机构故障。单个子系统的左可逆性是为了确保执行器子系统中发生的故障能够唯一地传递给过程子系统,以及从测量的过程输出重建过程输入和执行器输出。所提出的方法的有效性已在g化学材料实验室(LGC -图卢兹,法国)开发的强化HEX反应器上得到证明。
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Actuator fault detection and isolation via input reconstruction: Application to intensified heat exchanger reactor
This paper proposes a left invertible cascade nonlinear system structure with a dynamic inversion based input reconstruction laws, forming a novel model-based actuator fault detection and isolation (FDI) algorithm. Actuator is viewed as subsystem connected with the process subsystem in series, thus identifying actuator faults with advancing FDI algorithm in the subsystem whose outputs are assumed unmeasured. The left invertibility of individual subsystem is required for ensuring faults occurred in actuator subsystem can be transmitted to the process subsystem uniquely, and for reconstructing process inputs, also actuator outputs, from measured process outputs. Effectiveness of the proposed approach is demonstrated on an intensified HEX reactor developed by the Laboratoire de Génie Chimique (LGC -Toulouse, France).
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