Linear Model Predictive Control for a planar free-floating platform: A comparison of binary input constraint formulations
Abstract
This work develops a first Model Predictive Control for European Space Agencies 3-dof free-floating platform. The challenges of the platform are the on/off thrusters, which cannot be actuated continuously and which are subject to certain timing constraints. This work compares penalty-term, Linear Complementarity Constraints, and classical Mixed Integer formulations in order to develop a controller that natively handles binary inputs. Furthermore, linear constraints are proposed which enforce the timing constraints. Only the Mixed Integer formulation turns out to work sufficiently. Hence, this work develops a new Mixed Integer MPC on the decoupled model of the platform. Feasibility analysis and simulation results show that for a short enough prediction horizon, this controller can (sub)optimally stabilize and control the system under consideration of the constraints in real-time.
Cite
@article{arxiv.2312.10788,
title = {Linear Model Predictive Control for a planar free-floating platform: A comparison of binary input constraint formulations},
author = {Franek Stark and Shubham Vyas and Georg Schildbach and Frank Kirchner},
journal= {arXiv preprint arXiv:2312.10788},
year = {2023}
}
Comments
17th Symposium on Advanced Space Technologies in Robotics and Automation (ASTRA 2023)