Abstract
This paper investigates the tracking control problem of dynamic systems consisting of physically connected subsystems with virtual connections through local communication, where unknown unidentical nonlinearities, time-varying yet undetectable actuation faults, and varying actuation authorities are involved. The local communication nature and the physical uncertain interactions among the subsystems, together with the unpredictable actuation failures and control authority variation, make the underlying problem nontrivial, calling for a control solution that is not only decentralized (distributed) but also adaptive and fault tolerant. In this paper, with the aid of the concepts of generalized parameter estimation error and virtual regrouping, a distributed and fault-tolerant control design approach is presented by using local (neighboring) information exchange only. This method is applied to develop tracking and braking control schemes for high-speed trains subject to traction and braking failures. The proposed distributed control is capable of simultaneously coping with the physical interactions among the subsystems, compensating the uncertain control gains, and accommodating the undetectable actuation faults, as authenticated and verified by theoretical analysis and numerical simulations.
| Original language | English |
|---|---|
| Pages (from-to) | 535-545 |
| Number of pages | 11 |
| Journal | IEEE Transactions on Intelligent Transportation Systems |
| Volume | 17 |
| Issue number | 2 |
| Early online date | 14 Oct 2015 |
| DOIs | |
| Publication status | Published - Feb 2016 |
| Externally published | Yes |
Funding
This work was supported in part by the Major State Basic Research Development Program 973 under Grant 2012CB215202 and in part the National Natural Science Foundation of China under Grant 61134001.
Keywords
- adaptive fault-tolerant control
- distributed coordination
- high speed trains (HST)
- Virtually and physically interconnected