TY - JOUR
T1 - Fault detection and isolation system based on structural analysis of an industrial seawater reverse Osmosis desalination plant
AU - Pérez-Zuñiga, Gustavo
AU - Rivas-Perez, Raul
AU - Sotomayor-Moriano, Javier
AU - Sánchez-Zurita, Victor
N1 - Publisher Copyright:
© 2020 by the authors.
PY - 2020/9
Y1 - 2020/9
N2 - Currently, the use of industrial seawater reverse osmosis desalination (ISROD) plants has increased in popularity in light of the growing global demand for freshwater. In ISROD plants, any fault in the components of their control systems can lead to a plant malfunction, and this condition can originate safety risks, energy waste, as well as affect the quality of freshwater. This paper addresses the design of a fault detection and isolation (FDI) system based on a structural analysis approach for an ISROD plant located in Lima (Peru). Structural analysis allows obtaining a plant model, which is useful to generate diagnostic tests. Here, diagnostic tests via fault-driven minimal structurally overdetermined (FMSO) sets are computed, and then, binary integer linear programming (BILP) is used to select the FMSO sets that guarantee isolation. Simulations shows that all the faults of interest (sensors and actuators faults) are detected and isolated according to the proposed design.
AB - Currently, the use of industrial seawater reverse osmosis desalination (ISROD) plants has increased in popularity in light of the growing global demand for freshwater. In ISROD plants, any fault in the components of their control systems can lead to a plant malfunction, and this condition can originate safety risks, energy waste, as well as affect the quality of freshwater. This paper addresses the design of a fault detection and isolation (FDI) system based on a structural analysis approach for an ISROD plant located in Lima (Peru). Structural analysis allows obtaining a plant model, which is useful to generate diagnostic tests. Here, diagnostic tests via fault-driven minimal structurally overdetermined (FMSO) sets are computed, and then, binary integer linear programming (BILP) is used to select the FMSO sets that guarantee isolation. Simulations shows that all the faults of interest (sensors and actuators faults) are detected and isolated according to the proposed design.
KW - Diagnostic test
KW - Model based fault diagnosis
KW - Seawater reverse osmosis desalination plant
KW - Structural analysis
KW - Water scarcity
UR - http://www.scopus.com/inward/record.url?scp=85090496743&partnerID=8YFLogxK
U2 - 10.3390/pr8091100
DO - 10.3390/pr8091100
M3 - Article
AN - SCOPUS:85090496743
SN - 2227-9717
VL - 8
JO - Processes
JF - Processes
IS - 9
M1 - 1100
ER -