Robust fault-tolerant control of a class of non-minimum phase nonlinear processes |
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Authors: | Youqing Wang Donghua Zhou Furong Gao |
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Affiliation: | aDepartment of Automation, Tsinghua University, Beijing 100084, PR China;bDepartment of Chemical Engineering, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong |
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Abstract: | This article concerns with the regulation and fault-tolerant control of non-minimum phase nonlinear processes with mismatched uncertainties. A variable structure controller, switching between a first-order sliding mode control and a second-order sliding mode control, is proposed to regulate the output and to stabilize the unstable zero dynamics with mismatched uncertainties. Once detected, the fault is estimated on-line by an approximator of radial basis function network; the control law is reconfigured to compensate the fault with closed-loop system asymptotically stable. The application of the proposed algorithm to a non-minimum phase continuously stirred tank reactor (CSTR) is illustrated in the presence of matched and mismatched uncertainties and component fault. |
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Keywords: | Fault-tolerant control Non-minimum phase process Variable structure control (VSC) Radial basis function network (RBF) |
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