Distributed Adaptive Fault-Tolerant Formation Control of Second-Order Multi-Agent Systems with Actuator Faults

##plugins.themes.bootstrap3.article.main##

##plugins.themes.bootstrap3.article.sidebar##

Published Oct 3, 2016
Mohsen Khalili Xiaodong Zhang Yongcan Cao

Abstract

This paper presents an adaptive fault-tolerant control (FTC) scheme for leader-follower formation of uncertain secondorder mobile agents with actuator faults. A local FTC component is designed for each agent in the distributed system by using local measurements and suitable information exchanged between neighboring agents. Each local FTC component consists of a fault detection module and a reconfigurable controller module comprised of a baseline controller and an adaptive fault-tolerant controller activated after fault detection. Under certain assumptions, the closed-loop system stability and leader-follower formation properties of the distributed system are rigorously established under different modes of behavior of the FTC system. A simulation example is used to illustrate the effectiveness of the FTC method.

How to Cite

Khalili, M., Zhang, X., & Cao, Y. (2016). Distributed Adaptive Fault-Tolerant Formation Control of Second-Order Multi-Agent Systems with Actuator Faults. Annual Conference of the PHM Society, 8(1). https://doi.org/10.36001/phmconf.2016.v8i1.2574
Abstract 133 | PDF Downloads 117

##plugins.themes.bootstrap3.article.details##

Keywords

fault-tolerant control, reconfigurable control, adaptive control, actuator fault, diagnosis, multi-agent systems

References
Blanke, M., Kinnaert, M., Lunze, J., & Staroswiecki, M. (2006). Diagnosis and fault-tolerant control. Berlin: Springer.
Cao, Y., & Ren, W. (2012, January). Distributed coordinated tracking with reduced interaction via a variable structure approach. IEEE Transactions on Automatic Control, 57(1), 33–48.
Cortes, J., Martinez, S., Karatas, T., & Bullo, F. (2004, April). Coverage control for mobile sensing networks. IEEE Transactions on Robotics and Automation, 20(2), 243–255.
Emami-Naeini, A., Akhter, M. M., & Rock, S. M. (1988). Effect of model uncertainty on failure detection: the threshold selector. IEEE Transactions on Automatic Control, 33, 1106–1115.
Farrell, J., & Polycarpou, M. M. (2006). Adaptive approximation based control. Hoboken, NJ: J. Wiley.
Ferrari, R., Parisini, T., & Polycarpou, M. M. (2012). Distributed fault detection and isolation of large-scale discrete-time nonlinear systems: An adaptive approximation approach. IEEE Transactions on Automatic Control, 57(2), 275–790.
Ioannou, P. A., & Sun, J. (1996). Robust adaptive control. Englewood Cliffs, NJ: Prentice Hall.
Keliris, C., Polycarpou, M. M., & Parisini, T. (2013). A distributed fault detection filtering approach for a class of interconnected continuous-time nonlinear systems. IEEE Transactions on Automatic Control, 58(8), 2032–2047.
Khalili, M., Zhang, X., Cao, Y., Polycarpou, M. M., & Parisini, T. (2015, December). Distributed adaptive fault-tolerant control of nonlinear uncertain secondorder multi-agent systems. In Proceedings of the 54th annual conference on decision and control (pp. 4480–4485). Osaka, Japan.
Khalili, M., Zhang, X., Polycarpou, M. M., Parisini, T., & Cao, Y. (2015, September). Distributed adaptive faulttolerant control of uncertain multi-agent systems. In Proceedings of the 9th ifac symposium on fault detection, supervision and safety for technical processes (pp. 66–71). Paris, France.
Pipattanasomporn, M., Feroze, H., & Rahman, S. (2009). Multi-agent systems in a distributed smart grid: Design and implementation. In Ieee/pes power systems conference and exposition.
Ren,W., & Beard, R. (2008). Distributed consensus in multivehicle cooperative control: Theory and applications. London: Springer-Verlag.
Ren, W., & Beard, R. W. (2004, January). Decentralized scheme for spacecraft formation flying via the virtual structure approach. Journal of Guidance, Control, and Dynamics, 27(1), 73–82.
Reppa, V., Polycarpou, M. M., & Panayiotou, C. (2015, March). Distributed sensor fault diagnosis for a network of interconnected cyber-physical systems. IEEE Transactions on Control of Network Systems, 2(1), 11–23.
Shames, I., Teixeira, A. M., Sandberg, H., & Johansson, K. H. (2011). Distributed fault detection for interconnected second-order systems. Automatica, 47, 2757–2764.
Spooner, J. T., & Passino, K. M. (1996). Adaptive control of a class of decentralized nonlinear systems. IEEE Transactions on Automatic Control, 41(2), 280–284.
Yan, X.,&Edwards, C. (2008). Robust decentralized actuator fault detection and estimation for large-scale systems using a sliding-mode observer. International Journal of Control, 81(4), 591–606.
Zhang, X., Parisini, T., & Polycarpou, M. M. (2004, August). Adaptive fault-tolerant control of nonlinear systems: a diagnostic information-based approach. IEEE Transactions on Automatic Control, 49(8), 1259–1274.
Section
Technical Research Papers