In this paper, an offline model predictive control (OMPC) based on the linear parameter varying (LPV) model is developed for free-floating space robots. Parameter set mapping (PSM) is employed to obtain an LPV model with fewer scheduling parameters, which can enable easier control design and achieve more objectives by using linear control methods. In terms of the LPV system with external disturbance, a model predictive control (MPC) method is proposed. Since large disturbance to the base attitude is not admissible in certain missions such as communication with the earth, a term related to the base angular velocity is considered as a part of the cost function of MPC. To deal with actuator saturation, input limitations are included in the constraints of MPC. Moreover, an offline algorithm is introduced to reduce the online computation. Numerical simulations are presented to demonstrate the effectiveness of the proposed method.

LPV-Based Offline Model Predictive Control for Free-Floating Space Robots

Rocco P.;
2021-01-01

Abstract

In this paper, an offline model predictive control (OMPC) based on the linear parameter varying (LPV) model is developed for free-floating space robots. Parameter set mapping (PSM) is employed to obtain an LPV model with fewer scheduling parameters, which can enable easier control design and achieve more objectives by using linear control methods. In terms of the LPV system with external disturbance, a model predictive control (MPC) method is proposed. Since large disturbance to the base attitude is not admissible in certain missions such as communication with the earth, a term related to the base angular velocity is considered as a part of the cost function of MPC. To deal with actuator saturation, input limitations are included in the constraints of MPC. Moreover, an offline algorithm is introduced to reduce the online computation. Numerical simulations are presented to demonstrate the effectiveness of the proposed method.
2021
Actuator saturation
Aerospace electronics
base attitude disturbance
Control design
external disturbance
Jacobian matrices
linear parameter varying (LPV)
Mathematical model
offline model predictive control (OMPC)
Predictive control
Robots
space robot
Symmetric matrices
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1183006
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