79 lines
6.1 KiB
TeX
79 lines
6.1 KiB
TeX
\chapter{Introduction}
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Continuous low-thrust engines utilizing technologies such as Ion propulsion, Hall thrusters, and
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others enable long-range interplanetary missions with fuel efficiencies unrivaled by those that
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employ only impulsive thrust systems. The challenge in utilizing these systems, then, is the
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design of trajectories that effectively utilize this technology. Continuous thrust propulsive
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systems tend to be particularly suited to missions which require very high total change in
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velocity ($\Delta V$) values and take place over a particularly long duration. Traditional
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impulsive thrusting techniques can achieve these changes in velocity, but typically have a far
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lower specific impulse and, as such, are much less fuel efficient, costing the mission valuable
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financial resources that could instead be used for science. Because of their inherently high
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specific impulse (and thus efficiency), low-thrust propulsion systems are well-suited to
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interplanetary missions.
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The first attempt by NASA to use an electric ion-thruster for an interplanetary mission was the
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Deep Space 1 mission\cite{brophy2002}. This mission was designed to test the ``new'' technology,
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first appearing as a concept in science fiction stories of the early 1900's and first tested
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successfully during NASA's Space Electric Rocket Test (SERT) mission of
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1964\cite{cybulski1965results}, on an interplanetary mission for the first time. The Ion
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thruster used on Deep Space 1 allowed the mission to rendezvous with both an asteroid (9969
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Braille) and later with a comet (Borrelly), when the technologies being tested, such as the ion
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thruster, proved robust enough and efficient enough to allow for two mission extensions.
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After this initial successful test, ion thrusters and other forms of low-thrust electric
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propulsion have been used in a variety of missions. The NASA Dawn \cite{rayman2006dawn}
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spacecraft in 2015 became the first spacecraft to successfully orbit two planetary bodies,
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thanks in large part to the efficiency of its ion propulsion system. Also notable is the
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joint ESA and JAXA spacecraft Bepi-Colombo\cite{benkhoff2010bepicolombo}, which was launched
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in October 2018 and is projected to perform a flyby of Earth, two of Venus, and six of
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Mercury before inserting into an orbit around that planet.
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A common theme in mission design is that there is a trade-off between efficiency (particularly
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in terms of fuel use) and the time required to achieve the mission objective. Low thrust systems
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in particular tend to produce mission profiles that sacrifice the rate of convergence on the
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target state in order to achieve large increases in fuel efficiency. Often a low-thrust transfer
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in Earth orbit will require multiple orbital periods to achieve the desired change in spacecraft
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state. Interplanetary missions, though, provide a particularly useful case for continuous thrust
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technology. The trajectory arcs in interplanetary space are generally much, much longer than
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orbital missions around the Earth. Because of this increase, even a small continuous thrust is
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capable of producing large $\Delta V$ values over the course of a single trajectory arc.
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Another technique often leveraged by interplanetary trajectory designers is the gravity assist.
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Gravity assists utilize the inertia of a large planetary body to ``slingshot'' a spacecraft,
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modifying the direction of its velocity with respect to the central body, the Sun. The gravity
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assist maneuver itself can be modeled very effectively by an impulsive maneuver with certain
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constraints, placed right at the moment of closest approach to the (flyby) target body. Because
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of this, missions that combine largely natural trajectories, with impulsive maneuvers and
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planetary flybys at strategic locations to optimize fuel use in achieving orbital velocity
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changes are quite common.
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However, the complexity of optimizing for fuel usage, time of flight, and other useful mission
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parameters increases greatly when low-thrust propulsion and gravity assists are combined. The
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separate problems of optimizing flyby parameters (planet, flyby date, etc.) and optimizing the
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low-thrust control arcs don't combine very easily. This concept has been explored heavily by Dr.
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Jacob Englander \cite{englander2014tuning}, \cite{englander2017automated},
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\cite{englander2012automated} recently in an effort to develop a generalized and automated
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routine for producing unconstrained, globally optimal trajectories for realistic interplanetary
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mission development that utilizes both planetary flybys and efficient low-thrust electric
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propulsion techniques. Similar studies have also been performed by a number of researchers
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including a team from JPL\cite{sims2006}, among several others\cite{morante}.
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This thesis focuses on optimization of low-thrust enabled trajectories that use gravity assists.
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The approach uses a non-linear programming solver to directly optimize a set of control thrusts
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for the user-provided flyby planets, for any provided cost function. A monotonic basin hopping
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algorithm (MBH) is then employed to traverse the search space in an effort to find additional
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local optima. This approach differs from the work produced earlier by Englander and the other
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teams, but is largely meant to explore the feasibility of such techniques and propose a few
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enhancements. The approach defined in this thesis is then used to design low thrust trajectories
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with gravity assits from the Earth to Saturn.
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This thesis is organized as follows: Section \ref{traj_dyn} will explore the basic dynamical
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principles of trajectory design, beginning the with fundamental system dynamics, then exploring
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interplanetary system dynamics and gravity flybys, and finally the dynamics that are specific to
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low-thrust enabled trajectories. Section \ref{traj_optimization} will then discuss process of
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optimizing spacecraft trajectories in general and the tool available for that. Section
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\ref{algorithm} will cover the implementation details of the optimization algorithm developed
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for this paper. Finally, section \ref{results} will explore the results of some hypothetical
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missions to Saturn.
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