Abstract
This article mainly investigates the model design, field programmable gate array (FPGA) implementation, and prescribed-time fault-tolerant control of a fractional-order (FO) decoupled dual-mass micro-electro-mechanical system (MEMS) gyro with deferred constraints. First, the structure of such MEMS gyro is designed to eliminate the linear acceleration in the sensing direction and its mathematical model is built based on the Lagrange’s equation. The dynamical analysis shows that such gyro can generate unpredictable, random, and disorder motions under various FOs, stiffness cross the coupling coefficients and proof masses. The designed FPGA circuit further demonstrates the undesirable chaotic oscillations of such MEMS gyro and good hardware resources utilization, avoiding the time consuming and board redesign. Second, to better solve the problems of constraints, actuator faults, uncertainties, drive couplings, and chaotic oscillations, a dependent deferred-error function superimposed to a prescribed-time function is used to guarantee no violation of constraints after a finite time. Furthermore, a β-cut type-2 fuzzy logic system (T2FLS) is employed to solve the uncertainty, and an FO hyperbolic tangent tracking differentiator (HTTD) is utilized to deal with the direct FO derivative and repeated derivative in the framework of the backstepping control. Then, a prescribed-time fault-tolerant control scheme of the FO decoupled dual-mass MEMS gyro is proposed under the actuator fault. Finally, the abundant simulation experimental results verify the feasibility and effectiveness of our scheme.
| Original language | English |
|---|---|
| Pages (from-to) | 6372-6384 |
| Number of pages | 13 |
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
| Volume | 54 |
| Issue number | 10 |
| Early online date | 30 Jul 2024 |
| DOIs | |
| Publication status | Published - Oct 2024 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2024 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
Funding
This work was supported in part by the National Natural Science Foundation of China under Grant 52065008, Grant 12074058, and Grant 61933012; in part by the National Key Research and Development Program of China under Grant 2022YFA1405900; in part by the Science and Technology Planning Project of Guizhou Province under Grant 20215634 and Grant PTRC 20206007-2; in part by Guizhou Provincial Science and Technology Projects under Grant ZK[2022]142; and in part by the Foreign Experts Program of Ministry of Science and Technology under Grant DL2023038001L.
Keywords
- dynamical analysis
- field programmable gate array (FPGA) implementation
- fractional dual-mass micro-electro-mechanical system (MEMS) gyro
- prescribed-time fault-tolerant control
- β-cut type-2 fuzzy logic system