TY - JOUR
T1 - Flotation Process Fault Diagnosis Via Structural Analysis
AU - Pérez-Zuñiga, C. G.
AU - Sotomayor-Moriano, J.
AU - Chanthery, E.
AU - Travé-Massuyès, L.
AU - Soto, M.
N1 - Publisher Copyright:
© 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
PY - 2019
Y1 - 2019
N2 - For the improvement of safety and efficiency, fault diagnosis becomes increasingly important in mining industry. The expansion of flotation processes with high-tonnage cooper concentrators demands the use of large flotation circuits in which the large amount of instrumentation and interconnected subsystems (with coupled measured and non-measured variables) makes this process complex. Moreover, in a flotation process, any equipment failure can lead to a fault condition, which will affect the operation of this process. This paper proposes an approach for on-line fault diagnosis useful for a large flotation circuit based on a distributed architecture. In this approach, structural analysis is used for the design of the distributed fault diagnosis system. Finally, a procedure for the implementation of local diagnosers for on-line operation is presented and illustrated with an application to a flotation process.
AB - For the improvement of safety and efficiency, fault diagnosis becomes increasingly important in mining industry. The expansion of flotation processes with high-tonnage cooper concentrators demands the use of large flotation circuits in which the large amount of instrumentation and interconnected subsystems (with coupled measured and non-measured variables) makes this process complex. Moreover, in a flotation process, any equipment failure can lead to a fault condition, which will affect the operation of this process. This paper proposes an approach for on-line fault diagnosis useful for a large flotation circuit based on a distributed architecture. In this approach, structural analysis is used for the design of the distributed fault diagnosis system. Finally, a procedure for the implementation of local diagnosers for on-line operation is presented and illustrated with an application to a flotation process.
KW - Distributed architecture
KW - Fault diagnosis
KW - Flotation process
KW - Structural analysis
UR - http://www.scopus.com/inward/record.url?scp=85076121468&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2019.09.191
DO - 10.1016/j.ifacol.2019.09.191
M3 - Conference article
AN - SCOPUS:85076121468
SN - 2405-8963
VL - 52
SP - 225
EP - 230
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 14
T2 - 18th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing, MMM 2019
Y2 - 28 August 2019 through 30 August 2019
ER -