2007
DOI: 10.1021/ie0702835
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Active Fault-Tolerant Control of Nonlinear Batch Processes with Sensor Faults

Abstract: In this paper, an active fault-tolerant control scheme is developed for nonlinear batch processes with sensor faults. This scheme contains three modules:  a fault detection and isolation (FDI) module, an output estimation module, and a controller. A batchwise neural-network-based FDI and a batch-wise neural-network-based soft sensor are proposed as the first and second modules, respectively, together with an iterative learning controller. In the nominal case, the measured output is used in the iterative learni… Show more

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Cited by 31 publications
(27 citation statements)
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References 21 publications
(34 reference statements)
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“…More recently, many studies dealing with the problem of FTC systems have been designed for wind energy conversion systems (WECSs) [18][19][20][21][22][23][24][25][26][27][28]. In [18] an extended state observer-based AFTC scheme was presented, which provides an estimation of system states and fault signals for an offshore WT represented by linear parameter-varying descriptor systems.…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…More recently, many studies dealing with the problem of FTC systems have been designed for wind energy conversion systems (WECSs) [18][19][20][21][22][23][24][25][26][27][28]. In [18] an extended state observer-based AFTC scheme was presented, which provides an estimation of system states and fault signals for an offshore WT represented by linear parameter-varying descriptor systems.…”
Section: Introductionmentioning
confidence: 99%
“…In [18] an extended state observer-based AFTC scheme was presented, which provides an estimation of system states and fault signals for an offshore WT represented by linear parameter-varying descriptor systems. In [19,20], the authors presented a robust approach for designing a FTC in order to stabilize nonlinear systems affected by sensor faults. In [21,22] a FTC scheme for WECSs was improved efficiently to deal with the problems of disturbance rejection and robust stabilization.…”
Section: Introductionmentioning
confidence: 99%
“…However, it may be failed for other accidental faults. Under this case, we must resort to active FTC technique, which relies on a fault detection and isolation (FDI) process to identify the fault-induced changes [3]. The control law is reconfigured online in response to the FDI decisions and hence has better fault-tolerance capability.…”
Section: Introductionmentioning
confidence: 99%
“…A general active fault-tolerant control framework is proposed in [7] for nonlinear systems with sensor faults. According to their identifiability, all sensor faults are divided into two classes: identifiable faults and non-identifiable faults.…”
Section: Introductionmentioning
confidence: 99%