Advances in trajectory optimization for space vehicle control

D Malyuta, Y Yu, P Elango, B Açıkmeşe - Annual Reviews in Control, 2021 - Elsevier
Abstract Space mission design places a premium on cost and operational efficiency. The
search for new science and life beyond Earth calls for spacecraft that can deliver scientific …

A survey on low-thrust trajectory optimization approaches

D Morante, M Sanjurjo Rivo, M Soler - Aerospace, 2021 - mdpi.com
In this paper, we provide a survey on available numerical approaches for solving low-thrust
trajectory optimization problems. First, a general mathematical framework based on hybrid …

[HTML][HTML] Autonomous trajectory optimisation for intelligent satellite systems and space traffic management

E Lagona, S Hilton, A Afful, A Gardi, R Sabatini - Acta Astronautica, 2022 - Elsevier
Abstract Recent advances in Artificial Intelligence (AI), sensing and computing technologies
have led to the development of new promising concept for the safe and efficient operation of …

L2 norm-based control regularization for solving optimal control problems

E Taheri, N Li - IEEE Access, 2023 - ieeexplore.ieee.org
Solutions to practical optimal control problems (OCPs) may consist of control profiles that
switch between control limits or assume values interior to their admissible set, either due to …

Reinforcement learning of optimal active particle navigation

M Nasiri, B Liebchen - New Journal of Physics, 2022 - iopscience.iop.org
The development of self-propelled particles at the micro-and the nanoscale has sparked a
huge potential for future applications in active matter physics, microsurgery, and targeted …

Review of space habitat designs for long term space explorations

M Chen, R Goyal, M Majji, RE Skelton - Progress in Aerospace Sciences, 2021 - Elsevier
This review paper attempts to provide a useful reference for space habitat designs that
advance the ability of humans to live in space for long periods of time. Five space habitat …

Uniform trigonometrization method for optimal control problems with control and state constraints

K Mall, MJ Grant, E Taheri - Journal of Spacecraft and Rockets, 2020 - arc.aiaa.org
Application of indirect optimization methods to solve constrained optimal control problems is
not a straightforward task. This study presents a new construct, the Uniform …

A novel approach for optimal trajectory design with multiple operation modes of propulsion system, part 1

E Taheri, JL Junkins, I Kolmanovsky, A Girard - Acta Astronautica, 2020 - Elsevier
Efficient performance of a number of engineering systems is achieved through different
modes of operation-yielding systems described as “hybrid”, containing both real-valued and …

An on-line deep learning framework for low-thrust trajectory optimisation

R Xie, AG Dempster - Aerospace Science and Technology, 2021 - Elsevier
In the preliminary interplanetary mission design stage, a fast low-thrust (LT) transfer cost
approximator will improve the mission design efficiency and enable us to design more …

Optimal Q-laws via reinforcement learning with guaranteed stability

H Holt, R Armellin, N Baresi, Y Hashida, A Turconi… - Acta astronautica, 2021 - Elsevier
Closed-loop feedback-driven control laws can be used to solve low-thrust many-revolution
trajectory design and guidance problems with minimal computational cost. Lyapunov-based …