Fault Tolerant Control Systems: A Passive Approaches for Single Tank Level Control System

Himanshukumar R. Patel*, Vipul A. Shah**
* Assistant Professor, Department of Instrumentation and Control Engineering, Dharmsinh Desai University, Nadiad, India.
** Professor, Department of Instrumentation and Control Engineering, Dharmsinh Desai University, Nadiad, India.
Periodicity:November - January'2018
DOI : https://doi.org/10.26634/jic.6.1.13934

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

Actuator Fault, Passive Fault Tolerant Control System (PFTCS), Neural Network, Process Disturbances, Sensor Fault.

How to Cite this Article?

Patel, H.R., Shah, V.A. (2018). Fault Tolerant Control Systems: A Passive Approaches for Single Tank Level Control System. i-manager’s Journal on Instrumentation and Control Engineering, 6(1), 11-18. https://doi.org/10.26634/jic.6.1.13934

References

[1]. Alwi, H., Edwards, C., & Tan, C. P. (2009). Sliding mode estimation schemes for incipient sensor faults. Automatica, 45(7), 1679-1685.
[2]. Blanke, M., Izadi-Zamanabadi, R., Bøgh, S. A., & Lunau, C. P. (1997). Fault-tolerant control systems - A holistic view. Control Engineering Practice, 5(5), 693-702.
[3]. Buciakowski, M., de Rozprza-Faygel, M., Ocha?ek, J., & Witczak, M. (2014). Actuator fault diagnosis and faulttolerant control: Application to the quadruple-tank process. In Journal of Physics: Conference Series (Vol. 570, No. 8, p. 082002). IOP Publishing.
[4]. Cheng, Y., Jiang, B., Fu, Y., & Gao, Z. (2011). Robust observer based reliable control for satellite attitude control systems with sensor faults. International Journal of Innovative Computing, Information and Control, 7(7), 4149-4160.
[5]. Gertler. J. (1998a). Fault Detection and Diagnosis in Engineering Systems. New York, NY: Marcel Dekker Inc.
[6]. Gertler, J. J. (1988b). Survey of model-based failure detection and isolation in complex plants. IEEE Control Systems Magazine, 8(6), 3-11.
[7]. Isermann, R. (2005). Model-based fault-detection and diagnosis–status and applications. Annual Reviews in Control, 29(1), 71-85.
[8]. Jiang, J. (2005). Fault-tolerant control systems-an introductory overview. Acta Automatica Sinica, 31(1), 161- 174.
[9]. Ma, J., & Jiang, J. (2011). Applications of fault detection and diagnosis methods in nuclear power plants: A review. Progress in Nuclear Energy, 53(3), 255-266.
[10]. Manikandan, P., & Geetha, M. (2014). Takagi Sugeno fuzzy expert model based soft fault diagnosis for two tank interacting system. Archives of Control Sciences, 24(3), 271-287.
[11]. Merheb, A. R., Noura, H., & Bateman, F. (2013, October). Passive fault tolerant control of quadrotor uav using regular and cascaded sliding mode control. In Control and Fault-Tolerant Systems (SysTol), 2013 Conference on (pp. 330-335). IEEE.
[12]. Merheb, A. R., Noura. H., & Bateman, F. (2015). Design of passive fault–tolerant controllers of a quadrotor based on sliding mode theory. International Journal of Applied Mathematics and Computer Science, 25(3), 561-576.
[13]. Parikh, N., Rathore, S., Misra, R., & Markana, A. (2017, January). A comparison between NMPC and LQG for the level control of three tank interacting system. In Control Conference (ICC), 2017 Indian (pp. 200-205). IEEE.
[14]. Patton, R. J. (1997). Fault-tolerant control: The 1997 situation. IFAC Proceedings Volumes, (Vol. 30, No. 18, pp. 1029-1051).
[15]. Shi, Y. T., Kou, Q., Sun, D. H., Li, Z. X., Qiao, S. J., & Hou, Y. J. (2014). H fault tolerant control of WECS based on the ∞ PWA model. Energies, 7(3), 1750-1769.
[16]. Tohidi, H., Erenturk, K., & Shoja-Majidabad, S. (2017). Passive fault tolerant control of induction motors using nonlinear block control. Control Eng. Appl. Inform., 19(1), 49-58.
[17]. Varma, S., & Kumar, K. D. (2010). Fault tolerant satellite attitude control using solar radiation pressure based on nonlinear adaptive sliding mode. Acta Astronautica, 66(3- 4), 486-500.
[18]. Yang, G. H., & Ye, D. (2010). Reliable H Control of ∞ Linear Systems with Adaptive Mechanism. IEEE Transactions on Automatic Control, 55(1), 242-247.
[19]. Ye, L., Wang, S., Bing, F., Malik, O. P., & Zeng, Y. (2001). Control/maintenance strategy fault tolerant mode and reliability analysis for hydro power stations. IEEE Transactions on Power Systems, 16(3), 340-345.
[20]. Zhang, Y., & Jiang, J. (2008). Bibliographical review on reconfigurable fault-tolerant control systems. Annual Reviews in Control, 32(2), 229-252.
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