Design neural network for estimation of actuator

Reference no: EM132397513

Discussion :

Designing of cube satellite model with actuators (magnet torque rod and Reaction wheels) and external disturbances (solar radiation pressure, atmospheric drag, gravity gradient and residual magnetic dipole moment torque). Then Go through the 2nd paper and design NEURAL NETWORK (NN) for estimation of actuator uncertainties and above defined external disturbances.

(You can design NN in simulink). Then implement 1st paper for cube satellite model but without SMC controller Because you have to replace adaptation laws with NEURAL NETWORK block. Neural network block must tune the FPID gains according to estimated disturbances and uncertainties. Results comparison analysis and Complete report.

Reading :

1. Adaptive Attitude Controller for a Satellite Based on Neural Network in the Presence of Unknown External Disturbances and Actuator Faults. By Ali Reza Fazlyab, Farhad Fani Saberi and Mansour Kabganian.

2. Adaptive Fuzzy PID Control Strategy for Spacecraft Attitude Control By Naeimeh Najafizadeh Sari, Hadi Jahanshahi, and Mahdi Fakoor.

Reference no: EM132397513

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