Journal of Process Control, Vol.56, 35-47, 2017
Should I shut down my processing plant? An analysis in the presence of faults
An analysis of the economic operability of a processing plant in the presence of faults is presented in this paper. Once a fault has been identified and diagnosed through a suitable fault detection and isolation algorithm, an adaptive hypothesis test is used to determine if the plant can still be operated. Operation may continue through the use a suitable fault tolerant control scheme. Once this analysis is complete, an economic operability analysis is done to determine whether the plant can still operate economically with the faults present, or whether the plant should be shut down to repair the faults. The overall operating profitability of the process may be maximized through this method. The method is illustrated in this article through simulation of a nonlinear grinding mill circuit controlled by a fault tolerant nonlinear model predictive controller in the presence of a variety of actuator faults. (C) 2017 Elsevier Ltd. All rights reserved.
Keywords:Adaptive hypothesis test;Economic performance;Fault detection;Fault tolerant;Monte Carlo;Model predictive control;Nonlinear