Neural network optimal control in astrodynamics: Application to the missed thrust problem

A Rubinsztejn, R Sood, FE Laipert - Acta astronautica, 2020 - Elsevier
While high-efficiency propulsion techniques are enabling new mission concepts in deep
space exploration, their limited thrust capabilities necessitate long thrusting arcs and make …

Designing trajectories resilient to missed thrust events using expected thrust fraction

A Rubinsztejn, CG Sandel, R Sood… - Aerospace Science and …, 2021 - Elsevier
With the adoption of efficient low-thrust propulsion methods, the probability of a missed
thrust event occurring has become a significant concern for short and long-duration …

Statistical Analysis of the Role of Invariant Manifolds on Robust Trajectories

A Sinha, R Beeson - arXiv preprint arXiv:2409.19905, 2024 - arxiv.org
As low-thrust space missions increase in prevalence, it is becoming increasingly important
to design robust trajectories against unforeseen thruster outages or missed thrust events …

[PDF][PDF] Neural network based optimal control: resilience to missed thrust events for long duration transfers

A Rubinsztejn, R Sood, FE Laipert - AAS/AIAA Astrodynamics …, 2019 - researchgate.net
A growing number of spacecraft are adopting new and more efficient forms of in-space
propulsion. One shared characteristic of these high efficiency propulsion techniques is their …

Initial Guess Generation for Low-Thrust Trajectory Design with Robustness to Missed-Thrust-Events

A Sinha, R Beeson - arXiv preprint arXiv:2501.06694, 2025 - arxiv.org
The growing interest in cislunar space exploration in recent years has driven an increasing
demand for efficient low-thrust missions to key cislunar orbits. These missions, typically …

Multi-Objective Low-Thrust Trajectory Optimization with Robustness to Missed Thrust Events

C Venigalla, JA Englander, DJ Scheeres - Journal of Guidance, Control …, 2022 - arc.aiaa.org
This paper introduces a new technique for directly controlling the missed thrust recovery
margin (MTRM) of a low-thrust spacecraft trajectory. MTRM is defined here as the longest …

Enumeration of the Multiple-Outage Missed-Thrust Problem

J Pekosh, JM Longuski - The Journal of the Astronautical Sciences, 2024 - Springer
Enumeration of the problem space for the multiple-outage missed-thrust problem is a
significant factor for determining what types of analysis is feasible to conduct. An exhaustive …

Algorithmic Considerations for Effective Global Search of Robust Low-Thrust Trajectories

A Sinha, R Beeson - arXiv preprint arXiv:2410.00297, 2024 - arxiv.org
The growing interest in the cislunar domain over the past decade has led to an increasing
demand for low-thrust missions to key orbits within this region. These low-thrust missions …

[PDF][PDF] Expected thrust fraction: resilient trajectory design applied to the Earth return orbiter

A Rubinsztejn, R Sood, F Laipert - 2021 - researchgate.net
Electric propulsion is an enabling technology for the Mars Sample Return campaign being
planned by NASA and ESA that affords an order of magnitude reduction in fuel …

[PDF][PDF] Missed Thrust Analysis and Design for Low Thrust Cislunar Transfers

SL McCarty, DJ Grebow - 2020 AAS/AIAA Astrodynamics …, 2020 - researchgate.net
This paper details the analysis of the missed thrust problem for low thrust cislunar transfers.
Missed thrust analysis is completed for a reference NRHO to DRO transfer that is designed …