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Coupled Low-thrust Trajectory and System Optimization via Multi-Objective Hybrid Optimal ControlThe optimization of low-thrust trajectories is tightly coupled with the spacecraft hardware. Trading trajectory characteristics with system parameters ton identify viable solutions and determine mission sensitivities across discrete hardware configurations is labor intensive. Local independent optimization runs can sample the design space, but a global exploration that resolves the relationships between the system variables across multiple objectives enables a full mapping of the optimal solution space. A multi-objective, hybrid optimal control algorithm is formulated using a multi-objective genetic algorithm as an outer loop systems optimizer around a global trajectory optimizer. The coupled problem is solved simultaneously to generate Pareto-optimal solutions in a single execution. The automated approach is demonstrated on two boulder return missions.
Document ID
20150000810
Acquisition Source
Goddard Space Flight Center
Document Type
Presentation
Authors
Vavrina, Matthew A.
(AI Solutions, Inc. Lanham, MD, United States)
Englander, Jacob Aldo
(NASA Goddard Space Flight Center Greenbelt, MD United States)
Ghosh, Alexander R.
(Illinois Univ. Urbana-Champaign, IL, United States)
Date Acquired
January 26, 2015
Publication Date
January 13, 2015
Subject Category
Spacecraft Design, Testing And Performance
Report/Patent Number
GSFC-E-DAA-TN19886
Report Number: GSFC-E-DAA-TN19886
Meeting Information
Meeting: AAS/AIAA Spaceflight Mechanics Meeting
Location: Williamsburg, VA
Country: United States
Start Date: January 11, 2015
End Date: January 15, 2015
Sponsors: American Inst. of Aeronautics and Astronautics, American Astronautical Society
Funding Number(s)
CONTRACT_GRANT: NNG14VC09C
Distribution Limits
Public
Copyright
Public Use Permitted.
Keywords
Spacecraft Systems
Optimization
Low Thrust Trajectory
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