Publication
Methodology for actuator fault tolerance evaluation of linear constrained MPC: application to the Barcelona water network
Conference Article
Conference
Mediterranean Conference on Control and Automation (MED)
Edition
20th
Pages
518-523
Doc link
http://dx.doi.org/10.1109/MED.2012.6265690
File
Authors
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Robles Guillen, Deneb
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Puig Cayuela, Vicenç
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Ocampo Martínez, Carlos A.
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Garza Castañón, Luis E.
Projects associated
Abstract
This paper presents a methodology to evaluate the admissibility of actuator fault configurations (AFC) when Linear Constrained Model Predictive Control (LCMPC) is used. The methodology combines the use of structural and feasability analysis. Structural analysis allows to evaluate the loss of reachability after a fault occurrence. The results of the structural analysis can be complemented with the feasibility analysis of the MPC problem taking into account the effect of actuator constraints after the fault occurrence. Additionally, a degradation analysis of the system performance can also be included. The proposed methodology is tested in the Barcelona water network.
Categories
control system analysis computing, controllability, linear programming, observability, optimal control.
Author keywords
fault tolerance, constrained predictive control, actuator faults, industrial applications, drinking water networks, large-scale systems
Scientific reference
D. Robles, V. Puig, C. Ocampo-Martínez and L.E. Garza Castañón. Methodology for actuator fault tolerance evaluation of linear constrained MPC: application to the Barcelona water network, 20th Mediterranean Conference on Control and Automation, 2012, Barcelona, pp. 518-523, IEEE.
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