# Fault diagnosis of networked control systems

Christophe Aubrun; Dominique Sauter; Joseph Yamé

International Journal of Applied Mathematics and Computer Science (2008)

- Volume: 18, Issue: 4, page 525-537
- ISSN: 1641-876X

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topChristophe Aubrun, Dominique Sauter, and Joseph Yamé. "Fault diagnosis of networked control systems." International Journal of Applied Mathematics and Computer Science 18.4 (2008): 525-537. <http://eudml.org/doc/207905>.

@article{ChristopheAubrun2008,

abstract = {Networked Control Systems (NCSs) deal with feedback control systems with loops closed via data communication networks. Control over a network has many advantages compared with traditionally controlled systems, such as a lower implementation cost, reduced wiring, simpler installation and maintenance and higher reliability. Nevertheless, the networkinduced delay, packet dropout, asynchronous behavior and other specificities of networks will degrade the performance of closed-loop systems. In this context, it is necessary to develop a new theory for systems that operate in a distributed and asynchronous environment. Research on Fault Detection and Isolation (FDI) for NCSs has received increasing attention in recent years. This paper reviews the state of the art in this topic.},

author = {Christophe Aubrun, Dominique Sauter, Joseph Yamé},

journal = {International Journal of Applied Mathematics and Computer Science},

keywords = {networked control systems; fault diagnosis; fault tolerant control; network-induced time delays; packet losses; limited communication},

language = {eng},

number = {4},

pages = {525-537},

title = {Fault diagnosis of networked control systems},

url = {http://eudml.org/doc/207905},

volume = {18},

year = {2008},

}

TY - JOUR

AU - Christophe Aubrun

AU - Dominique Sauter

AU - Joseph Yamé

TI - Fault diagnosis of networked control systems

JO - International Journal of Applied Mathematics and Computer Science

PY - 2008

VL - 18

IS - 4

SP - 525

EP - 537

AB - Networked Control Systems (NCSs) deal with feedback control systems with loops closed via data communication networks. Control over a network has many advantages compared with traditionally controlled systems, such as a lower implementation cost, reduced wiring, simpler installation and maintenance and higher reliability. Nevertheless, the networkinduced delay, packet dropout, asynchronous behavior and other specificities of networks will degrade the performance of closed-loop systems. In this context, it is necessary to develop a new theory for systems that operate in a distributed and asynchronous environment. Research on Fault Detection and Isolation (FDI) for NCSs has received increasing attention in recent years. This paper reviews the state of the art in this topic.

LA - eng

KW - networked control systems; fault diagnosis; fault tolerant control; network-induced time delays; packet losses; limited communication

UR - http://eudml.org/doc/207905

ER -

## References

top- Aström K. J. and Wittenmark B. (1984). Computer Controlled Systems: Theory and Design, Prentice-Hall, Englewoods Cliffs, NJ.
- Branicky M. S., Phillips S. M. and Zhang W. (2000). Stability of networked control systems: Explicit analysis of delay, Proceedings of the American Control Conference, Vol. 4, Chicago, IL, USA, pp. 2352-2357.
- Brockett R. W. and Liberzon D. (2000). Quantized feedback stabilization of linear systems, IEEE Transactions on Automatic Control 45(7): 1279-1289. Zbl0988.93069
- Chen J. and Patton R. J. (1999). Robust Model-Based Fault Diagnosis for Dynamic Systems, Kluwer Academic Publishers, Boston, MA. Zbl0920.93001
- Chen W. and Saif M. (2006). An iterative learning observer for fault detection and accommodation in nonlinear time-delay systems, International Journal of Robust and Nonlinear Control 16(1): 1-19. Zbl1127.93335
- Cheng C. and Zhao Q. (2004). Reliable control of uncertain delayed systems with integral quadratic constraints, IEE Proceedings Control Theory Applications 151(6): 790-796.
- Delchamps D. F. (1989). Extracting state information from a quantized output record, System and Control Letters 13(5): 365-372. Zbl0697.93012
- Ding S. X., Jeinsch T., Frank P. M. and Ding E. L. (2000a). A unified approach to the optimization of fault detection systems, International Journal of Adaptive Control and Signal Processing 14(7): 725-745. Zbl0983.93016
- Ding S. X., Ding E. L. and Jeinsch T. (2002b). A new optimization approach to the design of fault detection filters, Proceedings of the IFAC Symposium SAFEPROCESS, Budapest, Hungary, pp. 250-255.
- Ding S. X. and Zhang P. (2006). Observer based monitoring for distributed networked control systems, Proceedings of the IFAC Symposium SAFEPROCESS, Beijing, China, pp. 337-342.
- Elia N. and Mitter S. K. (2000). Quantized linear systems in System Theory: Modeling, Analysis, and Control, Kluwer, Boston, MA.
- Frank P. M. (1990). Fault diagnosis in dynamic systems using analytical and knowledge based redundancy - A survey and some new results, Automatica 26:(3): 459-474. Zbl0713.93052
- Gertler J. (1998). Fault Dectection and Diagnosis in Engineering Systems, Marcel Dekker, New York, NY.
- Gahinet P., Nemirovski A., Laub A. J. and Chilali M. (1995). LMI Control Toolbox for Use with Matlab, The Math Works Inc.
- Halevi Y. and Ray A. (1988). Integrated communication and control systems: Part I - Analysis, ASME Journal of Dynamic Systems, Measurement and Control 110(4): 367-373.
- Hokayem P. F. and Abdallah C. T. (2004). Inherent issues in networked control systems: A survey, Proceeding of the 2004 American Control Conference, Boston, MA, USA, pp. 4897-4902.
- Hristu D. (1999). Optimal Control with Limited Communication, Ph.D. thesis, Harvard University. Zbl0948.93034
- Hu S.-S. and Zhu Q.-X. (2003). Stochastic optimal control and analysis of stability of networked control systems with long delay, Automatica 39(11): 1877-1884. Zbl1175.93240
- Ishii H. and Francis H. (2002). Stabilization with control networks, Automatica 38(10): 1745-1751. Zbl1011.93502
- Jiang B., Straroswiecki M. and Cocquempot V. (2002). Fault identification for a class of time-delay systems, Proceedings of the American Control Conference, Anchorage, AK, USA, pp. 8-10.
- Jiang B., Staroswiecki M. and Cocquempot V. (2003). H∞ fault detection filter design for linear discrete-time systems with multiple time delays, International Journal of Systems Science 34(5): 365-373. Zbl1041.93051
- Jiang C. and Zhou D. H. (2005). Fault detection and identification for uncertain linear time-delay systems, Computers and Chemical Engineering 30(2): 228-242.
- Jiang J. and Zhang Y. M. (2006). Accepting performance degradation in fault-tolerant control system design, IEEE Transaction on Control Systems Technology 14(2): 284-292.
- Koenig D., Bedjaoui N. and Litrico X. (2005). Unknown input observers design for time-delay systems application to an open-channel, Proceedings of the 44th IEEE Conference on Decision and Control and the European Control Conference 2005, Seville, Spain, pp. 5794-5799.
- Lawden D.F. (2006). Analytical Methods of Optimization, Dover Publications, Inc., New York, NY. Zbl1227.49001
- Li S., Wang Z. and Sun Y. (2004). Observer-based compensator design for networked control systems with long time delays, Proceedings of the 30th Annual Conference of IEEE Industrial Electronics Society, Busan, Korea, pp. 678-683.
- Li S., Yu L., Wang Z. and Sun Y. (2005). LMI approach to guaranteed cost control for networked control systems, Developments in Chemical Engineering and Mineral Processing 13 (3/4): 351-361.
- Li S., Sauter D. and Aubrun C. (2006a). Robust fault isolation filter design for networked control systems, Proceedings of the 11th IEEE International Conference on Emerging Technologies and Factory Automation, Prague, Czech Republic, pp. 681-688.
- Li S., Wang Y., Xia F. and Sun Y. (2006b). Guaranteed cost control of networked control systems with time-delays and packet losses, International Journal of Wavelets, Multiresolution and Information Processing 4(4): 691-706. Zbl1143.93352
- Li S., Sauter D., Aubrun C. and Yamé J.-J. (2007). Stability guaranteed active fault tolerant control of networked control systems, Proceedings of the European Control Conference, Kos, Greece, pp. 180-186. Zbl1229.93067
- Lincoln B. and Bernhardsson B. (2000). Optimal control over networks with long random delays, Proceedings of the International Symposium on Mathematical Theory of Networks and Systems, Perpignan, France, pp. 84-90.
- Ling Q. and Lemmon M. D. (2002). Robust performance of soft real-time networked control systems with data dropouts, Proceedings of the 41st IEEE Conference on Decision and Control, Las Vegas, NV, USA, Vol. 2, pp. 1225-1230.
- Liu H., Cheng Y. and Ye H. (2005). A combinative method for fault detection of networked control systems, Proceedings of the 20th IAR/ACD Annual Meeting, Mulhouse, France, pp. 59-63.
- Liu J. H. and Frank P. M. (1999). H∞ detection filter design for state delayed linear systems, Proceedings of the 14th IFAC World Congress, Beijing, China, pp. 229-233.
- Llanos D., Staroswiecki M., Colomer J. and Melendez J. (2006). ${h}_{\infty}$ detection filter design for state delayed linear systems, Proceedings of the IFAC Symposium SAFEPROCESS, Beijing, China, pp. 180-181.
- Mahmoud M., Jiang J. and Zhang Y. (2003). Stabilization of active fault tolerant control systems with imperfect fault detection and diagnosis, Stochastic Analysis and Applications 21(3): 673-701. Zbl1118.93353
- Maki M., Jiang J. and Hagino K. (2004). A stability guaranteed active fault-tolerant control against actuator failures, International Journal of Robust and Nonlinear Control 14(12): 1061-1077. Zbl1057.93018
- Mangoubi R. S. and Edelmayer A. M. (2000). Model-based fault detection: The optimal past, the robust present and a few thoughts on the future, Proceedings of SAFEPROCESS, Budapest, Hungary, pp. 64-75.
- Nair G. N. and Evans R. J. (1997). State estimation via a capacity-limited communication channel, Proceedings of the Conference on Decision and Control, San Diego, CA, USA, pp. 866-871.
- Nilsson J. (1998). Real-Time Control Systems with Delays, Ph.D. thesis, Lund University. Zbl0908.93073
- Nilsson J., Bernhardsson B. and Wittermark B. (1998). Stochastic analysis and control of real-time systems with random time delays, Automatica 34(1): 57-64. Zbl0908.93073
- Ray A. and Halevi Y. (1988). Integrated Communication and Control Systems: Part II - Design Considerations, ASME Journal of Dynamic Systems, Measurement and Control 110 (4): 374-381.
- Sahai A. (2000). Evaluating channels for control capacity reconsidered, Proceedings of the American Control Conference, Chicago, IL, USA, pp. 2358-2362.
- Sauter D. and Boukhobza T. (2006). Robustness against unknown networked induced delays of observer based, Proceedings of the 6th IFAC Symposium on Fault Detection and Safety of Technical Processes, Beijing, China, pp. 331-336.
- Savkin A. V. and PetersenI. R. (2003). Set-valued state estimation via a limited capacity communication channel, IEEE Transactions on Automatic Control 48(4): 676-680.
- Seiler P. and Sengupta R. (2005). An H∞ approach to networked control, IEEE Transactions on Automatic Control 50(3): 356-364.
- Seiler P. J. (2001). Coordinated Control of Unmanned Aerial Vehicles, Ph.D. thesis, University of California at Berkeley.
- Seo C. and Kim B. (1996). Robust and reliable H∞ control for linear systems with parameter uncertainty and actuator failure, Automatica 32(3): 465-467. Zbl0850.93214
- Sinopoli B., Schenato L., Franceschetti M., Poolla K., Jordan M. and Sastry S. (2004). Kalman filtering with intermittent observations, IEEE Transactions on Automatic Control 49(9):1453-1464.
- Smith S. C. and Seiler P. (2003). Estimation with lossy measurements: Jump estimator for jump systems, IEEE Transactions on Automatic Control 48(12): 2163-2171.
- Tatikonda S. (2000). Control Under Communication Constraints, Ph.D. thesis, Massachusetts Institute of Technology.
- Tipsuwan Y. and Chow M.-Y. (2003). Control methodologies in networked control systems, Control Engineering Practice 11(10): 1099-1111.
- Wang Y. Q., Ye H., Cheng Y. and Wang G. Z. (2006a). Fault detection of NCS based on eigendecomposition and Pade approximation, Proceedings of the IFAC Symposium SAFEPROCESS, Beijing, China, pp. 937-941.
- Wang Y. Q., Ye H. and Wang G. Z. (2006b). A new method for fault detection of networked control systems, Proceedings of the 1st IEEE Conference on Industrial Electronics and Applications, Singapore, Republic of Singapore, DOI 10.1109/ICIEA.2007.4318563.
- Willsky A. S. (1976). A survey of design methods for failure detection in dynamic systems, Automatica 12(6): 601- 611. Zbl0345.93067
- Wong W. S. and Brockett R. W. (1997). Systems with finite communication bandwidth constraints - Part I: State estimation problems, IEEE Transactions on Automatic Control 42 (9): 1294-1299. Zbl0952.93125
- Wu N. E. (1997). Robust feedback design with optimized diagnostic performance, IEEE Transactions on Automatic Control 42 (9): 1264-1268. Zbl0887.93021
- Xiao L., Hassibi A. and How J. (2000). Control with random communication delays via a discrete-time jump system approach, Proceedings of the American Control Conference Chicago, IL, USA, Vol. 3, pp. 2199-2204.
- Xu Y. (2006). Communication Scheduling Methods for Estimation over Networks, Ph.D. thesis, University of California, Santa Barbara.
- Yang H. L. and Saif M. (1998). Observer design and fault diagnosis for state-retarded dynamical systems, Automatica 34 (2): 217-227. Zbl0963.93507
- Yang T. C. (2006). Networked control system: A brief survey. IEE Proceedings Control Theory and Applications 153 (4): 403-412.
- Ye H. and Ding S. X. (2004). Fault detection of networked control systems with network-induced delay, Proceedings of the 8th International Conference on Control, Automation, Robotics and Vision, Kunming, China, pp. 294-297.
- Ye H. and Wang Y. Q. (2006). Application of parity relation and statinary wavelet transform to fault detection of networked control system, Proceedings of the 1st IEEE Conference on Indutrial Electronics and Applications, Singapore, Republic of Singapore, DOI 10.1109/ICIEA.2006.257272.
- Ye H., Wang G. Z. and Ding S. X. (2004). A new parity space approach for fault detection based on stationary wavelet transform, IEEE Transactions on Automatic Control, 49 (2): 281-287.
- Ye H., He R., Liu H. and Wang G. Z. (2006). A new approach for fault detection of networked control systems. Proceedings of the IFAC 14th Symposium on System Identification, Newcastle, Australia, pp. 654-659.
- Yu M., Wang L., Chu T. and Hao F. (2005). Stabilization of networked control systems with packet dropout and transimission delays: Continuoust-time case, European Journal of Control 11(1): 40-49. Zbl1293.93622
- Yue D., Han Q.-L. and Lam J. (2005). Network-based robust H∞ control of systems with uncertainty, Automatica 41(6): 999-1007. Zbl1091.93007
- Zhang L., Shi Y., Chen T. and Huang B. (2005). A new method for stabilization of networked control systems with random delays, IEEE Transactions on Automatic Control 50 (8): 1177-1181.
- Zhang P. and Ding S. X. (2006). Fault detection of networked control systems with limited communication, Proceedings the IFAC Symposium of SAFEPROCESS, Beijing, China, pp. 1135-1140.
- Zhang P., Ding S. X., Frank P. M. and Dader M. (2004). Fault detection of networked control systems with missing measurements, Proceedings of the 5th Asian Control Conference, Melbourne, Australia, pp. 1258-1263.
- Zhang W., Branicky M. S. and Phillips S. M. (2001). Stability of networked control systems, IEEE Control Systems Magazine 21 (1):84-99.
- Zhang Y. M. and Jiang J. (2002). An active fault-tolerant control system against partial actuator failures, IEE Proceedings C, Control Theory and Applications 149(1): 95-104.
- Zhang Y. M. and Jiang J. (2003). Bibliographical review on reconfigurable fault-tolerant control systems, Proceedings of the 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS'03), Washington, DC, USA, pp. 265-276.
- Zheng Y. (2003). Fault Diagnosis and Fault Tolerant Control of Networked Control Systems, Ph.D. thesis, Huazhong University of Science and Technology.
- Zhong M., Ye H. and Zhou G. W. D. H. (2005). Fault detection filter for linear time-delay systems, Nonlinear Dynamics and Systems Theory 5(3): 273-284. Zbl1086.93061
- Zhong M., Ye H., Sun T. and Wang G. Z. (2006). An iterative LMI approach to robust fault detection filter for linear system with time-varying delays, Asian Journal of Control, 8(1): 86-90.

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