A Machine Learning Approach for Global Steering Control Moment Gyroscope Clusters

A Machine Learning Approach for Global Steering Control Moment Gyroscope Clusters

This paper addresses the problem of singularity avoidance for a 4-Control Moment Gyroscope (CMG) pyramid cluster, as used for the attitude control of a satellite using machine learning (ML) techniques. A data-set, generated using a heuristic algorithm, relates the initial gimbal configuration and th...

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Bibliographic Details
Main Authors: Charalampos Papakonstantinou, Ioannis Daramouskas, Vaios Lappas, Vassilis C. Moulianitis, Vassilis Kostopoulos
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Aerospace
Subjects:
spacecraft attitude control
control moment gyroscope cluster
pyramid configuration
global steering
machine learning
deep neural network
Online Access:https://www.mdpi.com/2226-4310/9/3/164

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