FAULT TOLERANT CONTROL SYSTEMS: A PASSIVE APPROACH FOR SINGLE TANK LEVEL CONTROL SYSTEM
Authors:
- Patel Himanshu Kumar R.PRPatel Himanshu Kumar R.
- Shah Vipul A.SAShah Vipul A.
- 1 January 2018
- journal article
- Published by i-manager Publications in i-manager's Journal on Instrumentation and Control Engineering
- Vol. 6 (1) , 11
Abstract
The paper construes Passive Fault-Tolerant Control Systems (PFTCSs) by examining the approaches from both philosophical and practical points of view. The objective of PFTCS approach is to maintain the desired performance and system stability with the system, actuator faults, and process disturbances. In this paper passive model-based fault tolerant control system in case of a system, actuator faults, and process disturbances are designed for single-tank system and are simulated with the linear model using Matlab. The faults are in single-tank system faults that are modeled as a leak in tank and actuator faults that are modeled as a fall in actuators (control valve) opening, which could lead to a large loss in the nominal performance. The model-based passive fault tolerant control system is designed using a combination of Neural Network (NN) and PI controller to detect faults in the system and maintain the performance and stability. Simulation results are shown and compared between fault tolerant control system and non-fault-tolerant control system with faults and process disturbances. The simulation results are shown in terms of MSE, hence there is a promising performance increase due to the designed controller strategy.Keywords
This publication has 16 references indexed in Scilit:
- A comparison between NMPC and LQG for the level control of three tank interacting system2017
- Design of passive fault-tolerant controllers of a quadrotor based on sliding mode theoryInternational Journal of Applied Mathematics and Computer Science, 2015
- Actuator fault diagnosis and fault-tolerant control: Application to the quadruple-tank processJournal of Physics: Conference Series, 2014
- Takagi Sugeno fuzzy expert model based soft fault diagnosis for two tank interacting systemArchives of Control Sciences, 2014
- Passive fault tolerant control of quadrotor UAV using regular and cascaded Sliding Mode Control2013
- Applications of fault detection and diagnosis methods in nuclear power plants: A reviewProgress in Nuclear Energy, 2011
- Sliding mode estimation schemes for incipient sensor faultsAutomatica, 2009
- Model-based fault-detection and diagnosis – status and applicationsAnnual Reviews in Control, 2005
- Fault-tolerant control systems — A holistic viewControl Engineering Practice, 1997
- Survey of model-based failure detection and isolation in complex plantsIEEE Control Systems Magazine, 1988