Neural Network Sliding Model Control of Radial Translation for Magnetically Suspended Rotor (MSR) in Control Moment Gyro
نویسندگان
چکیده
For a magnetically suspended control moment gyro (MSCMG), the high-speed rotor is actively by magnetic bearings of 5-DOF, but nonlinearity suspension force one main reasons for poor accuracy radial translation (MSR). To solve this problem, here, characteristics are analyzed, and nonlinear dynamic model MSR established. A sliding mode (SMC) based on neural network presented, basis function (RBF) adopted to approximate displacement stiffness current weaken chattering in SMC improve MSR. The stability analyzed Lyapunov functions, rules updating weights presented adaptive algorithms. Compared with these existing classic methods, simulation experimental tests performed single-gimbal MSCMG an angular momentum 200 N.m.s indicated that MSR’s can not only make its more stable also position precision higher.
منابع مشابه
Adaptive Control of Double-Gimbal Control-Moment Gyro with Unbalanced Rotor
Adouble-gimbalcontrol-momentgyro (CMG) ismodeled usingLagrange’s equations,and an adaptive feedback control law is developed to follow a commandedCMG motion. The control law does not require knowledge of the mass properties of the CMG. A Lyapunovargument is used to prove that command following is achieved globally with asymptoticconvergence. Numerical simulationsare performed to illustrate the ...
متن کاملPerformance Testing of a Magnetically Suspended Double Gimbal Control Moment Gyro Based on the Single Axis Air Bearing Table
Integrating the advantage of magnetic bearings with a double gimble control moment gyroscope (DGCMG), a magnetically suspended DGCMG (MSDGCMG) is an ideal actuator in high-precision, long life, and rapid maneuver attitude control systems. The work presented here mainly focuses on performance testing of a MSDGCMG independently developed by Beihang University, based on the single axis air bearing...
متن کاملdevelopment and implementation of an optimized control strategy for induction machine in an electric vehicle
in the area of automotive engineering there is a tendency to more electrification of power train. in this work control of an induction machine for the application of electric vehicle is investigated. through the changing operating point of the machine, adapting the rotor magnetization current seems to be useful to increase the machines efficiency. in the literature there are many approaches wh...
15 صفحه اولSpacecraft Attitude Control Using Control Moment Gyro Reconfiguration
The orientation of a satellite in space described relative to some other object or system is known as the attitude of the satellite. The attitude may be changing with time. To be able to control the attitude of the satellite, it must be equipped with actuators that can produce the required torque. Control Moment Gyroscope is a space craft control actuator which acts as torque amplifier. It is s...
متن کاملAdaptive fuzzy sliding mode and indirect radial-basis-function neural network controller for trajectory tracking control of a car-like robot
The ever-growing use of various vehicles for transportation, on the one hand, and the statistics ofsoaring road accidents resulting from human error, on the other hand, reminds us of the necessity toconduct more extensive research on the design, manufacturing and control of driver-less intelligentvehicles. For the automatic control of an autonomous vehicle, we need its dynamic...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Actuators
سال: 2023
ISSN: ['2076-0825']
DOI: https://doi.org/10.3390/act12060217