Optimal trajectory design for interception and deflection of Near Earth Objects

Many asteroids and comets orbit the inner solar system; among them Near Earth Objects (NEOs) are those celestial bodies for which the orbit lies close, and sometimes crosses, the Earth’s orbit. Over the last decades the impact hazard they pose to the Earth has generated heated discussions on the required measures to react to such a scenario. The aim of the research presented in this dissertation is to develop methodologies for the trajectory design of interception and deflection missions to Near Earth Objects. The displacement, following a deflection manoeuvre, of the asteroid at the minimum orbit intersection distance with the Earth is expressed by means of a simple and general formulation, which exploits the relative motion equations and Gauss’ equations. The variation of the orbital elements achieved by any impulsive or low-thrust action on the threatening body is derived through a semi-analytical approach, whose accuracy is extensively shown. This formulation allows the analysis of the optimal direction of the deflection manoeuvre to maximise the achievable deviation. The search for optimal opportunities for mitigation missions is done through a global optimisation approach. The transfer trajectory, modelled through preliminary design techniques, is integrated with the deflection model. In this way, the mission planning can be performed by optimising different contrasting criteria, such as the mass at launch, the warning time, and the total deflection. A set of Pareto fronts is computed for different deflection strategies and considering various asteroid mitigation scenarios. Each Pareto set represents a number of mission opportunities, over a wide domain of launch windows and design parameters. A first set of results focuses on impulsive deflection missions, to a selected group of potentially hazardous asteroids; the analysis shows that the ideal optimal direction of the deflection manoeuvre cannot always be achieved when the transfer trajectory is integrated with the deflection phase. A second set of results includes solutions for the deviation of some selected NEOs by means of a solar collector strategy. The semi-analytical formulation derived allows the reduction of the computational time, hence the generation of a large number of solutions. Moreover, sets of Pareto fronts for asteroid mitigation are computed through the more feasible deflection schemes proposed in literature: kinetic impactor, nuclear interceptor, mass driver device, low-thrust attached propulsion, solar collector, and gravity tug. A dominance criterion is used to perform a comparative assessment of these mitigation strategies, while also considering the required technological development through a technology readiness factor. The global search of solutions through a multi-criteria optimisation approach represents the first stage of the mission planning, in which preliminary design techniques are used for the trajectory model. At a second stage, a selected number of trajectories can be optimised, using a refined model of the dynamics. For this purpose, the use of Differential Dynamic Programming (DDP) is investigated for the solution of the optimal control problem associated to the design of low-thrust trajectories. The stage-wise approach of DDP is exploited to integrate an adaptive step discretisation scheme within the optimisation process. The discretisation mesh is adjusted at each iteration, to assure high accuracy of the solution trajectory and hence fully exploit the dynamics of the problem within the optimisation process. The feedback nature of the control law is preserved, through a particular interpolation technique that improves the robustness against some approximation errors. The modified DDP-method is presented and applied to the design of transfer trajectories to the fly-by or rendezvous of NEOs, including the escape phase at the Earth. The DDP approach allows the optimisation of the trajectory as a whole, without recurring to the patched conic approach. The results show how the proposed method is capable of fully exploiting the multi-body dynamics of the problem; in fact, in one of the study cases, a fly-by of the Earth is scheduled, which was not included in the first guess solution.

[1]  H. Melosh,et al.  NON-NUCLEAR STRATEGIES FOR DEFLECTING COMETS AND ASTEROIDS , 2021, Hazards Due to Comets and Asteroids.

[2]  Christie Alisa Maddock,et al.  Comparison of Single and Multi-Spacecraft Configurations for NEA Deflection by Solar Sublimation , 2007 .

[3]  Sanchez Cuartielles Asteroid hazard mitigation : deflection models and mission analysis , 2009 .

[4]  Massimiliano Vasile,et al.  Optimizing low-thrust and gravity assist maneuvers to design interplanetary trajectories , 2011, ArXiv.

[5]  Carl Sagan,et al.  Dangers of asteroid deflection , 1994, Nature.

[6]  I. Michael Ross,et al.  Gravitational Effects of Earth in Optimizing ?V for Deflecting Earth-Crossing Asteroids , 2001 .

[7]  Massimiliano Vasile,et al.  A comparative assessment of different deviation strategies for dangerous NEO , 2006 .

[8]  Dario Izzo,et al.  Optimization of Interplanetary Trajectories for Impulsive and Continuous Asteroid Deflection , 2007 .

[9]  Massimiliano Vasile A behavioral-based meta-heuristic for robust global trajectory optimization , 2007, 2007 IEEE Congress on Evolutionary Computation.

[10]  C. A. Kluever,et al.  OPTIMAL LOW-THRUST ILNTERPLANETARY TRAJECTORIES BY DIRECT METHOD TECHNIQUES , 1997 .

[11]  V. V. Ivashkin Possibility of using laser action on a celestial body approaching the Earth , 2004 .

[12]  K. Holsapple THE SCALING OF IMPACT PROCESSES IN PLANETARY SCIENCES , 1993 .

[13]  Massimiliano Vasile A multi-mirror solution for the deflection of dangerous NEOS , 2008 .

[14]  R. Binzel The Torino Impact Hazard Scale , 2000 .

[15]  V. V. Ivashkin,et al.  An analysis of some methods of asteroid hazard mitigation for the Earth , 1995 .

[16]  Dimitri P. Bertsekas,et al.  Dynamic programming and optimal control, 3rd Edition , 2005 .

[17]  R. Battin An introduction to the mathematics and methods of astrodynamics , 1987 .

[18]  B. Conway,et al.  Optimization of low-thrust interplanetary trajectories using collocation and nonlinear programming , 1995 .

[19]  C. A. Kluever,et al.  Analytic Orbital Averaging Technique for Computing Tangential-Thrust Trajectories , 2005 .

[20]  Massimiliano Vasile,et al.  Preliminary Design of Low-Thrust Multiple Gravity-Assist Trajectories , 2006 .

[21]  G. Colasurdo,et al.  Trajectories Towards Near-Earth-Objects Using Solar Electric Propulsion , 1999 .

[22]  H. J. Melosh,et al.  Solar asteroid diversion , 1993, Nature.

[23]  Massimiliano Vasile Robust Mission Design Through Evidence Theory and Multiagent Collaborative Search , 2005, Annals of the New York Academy of Sciences.

[24]  Ekkehard Kührt,et al.  Optimal deflection of NEOs en route of collision with the Earth , 2006 .

[25]  R. Storn,et al.  Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) , 2005 .

[26]  Bion L. Pierson,et al.  Three-stage approach to optimal low-thrust Earth-moon trajectories , 1994 .

[27]  Frederick W. Boltz,et al.  ORBITAL MOTION UNDER CONTINUOUS TANGENTIAL THRUST , 1992 .

[28]  Kevin R. Housen,et al.  Impact cratering on porous asteroids , 2003 .

[29]  D. Rabinowitz,et al.  A reduced estimate of the number of kilometre-sized near-Earth asteroids , 2000, Nature.

[30]  John R. Olds,et al.  Multiple Mass Drivers as an Option for Asteroid Deflection Missions , 2007 .

[31]  S. Chesley,et al.  Resonant returns to close approaches: Analytical theory ? , 2003 .

[32]  Massimiliano Vasile,et al.  Interception and deviation of near Earth objects via solar collector strategy , 2008 .

[33]  Lorenzo Casalino,et al.  Optimal Low-Thrust Escape Trajectories Using Gravity Assist , 1999 .

[34]  G. Hahn,et al.  Physical limits of solar collectors in deflecting Earth-threatening asteroids , 2006 .

[35]  S. Yakowitz,et al.  Computational aspects of discrete-time optimal control , 1984 .

[36]  Christian M. Chilan,et al.  Evolutionary principles applied to mission planning problems , 2007 .

[37]  T. Ahrens,et al.  Deflection and fragmentation of near-Earth asteroids , 1992, Nature.

[38]  J. Dormand,et al.  A family of embedded Runge-Kutta formulae , 1980 .

[39]  Massimiliano Vasile,et al.  Semi-Analytical Solution for the Optimal Low-Thrust Deflection of Near-Earth Objects , 2009 .

[40]  Srinivas R. Vadali,et al.  Fuel-Optimal, Low-Thrust, Three-Dimensional Earth-Mars Trajectories , 2001 .

[41]  Bruce A. Conway,et al.  Optimization of very-low-thrust, many-revolution spacecraft trajectories , 1994 .

[42]  Bruce A. Conway,et al.  Near-Optimal Deflection of Earth-Approaching Asteroids , 2001 .

[43]  J. Junkins,et al.  Analytical Mechanics of Space Systems , 2003 .

[44]  Anil V. Rao,et al.  Practical Methods for Optimal Control Using Nonlinear Programming , 1987 .

[45]  Giovanni B. Valsecchi,et al.  Quantifying the Risk Posed by Potential Earth Impacts , 2002 .

[46]  Thomas F. Coleman,et al.  On the convergence of interior-reflective Newton methods for nonlinear minimization subject to bounds , 1994, Math. Program..

[47]  Daniel J. Scheeres,et al.  The Mechanics of Moving Asteroids , 2004 .

[48]  R. P. Young,et al.  Experimental hypervelocity impact effects on simulated planetesimal materials , 1994 .

[49]  L. Liao,et al.  Advantages of Differential Dynamic Programming Over Newton''s Method for Discrete-time Optimal Control Problems , 1992 .

[50]  Massimiliano Vasile,et al.  Consequences of Asteroid Fragmentation During Impact Hazard Mitigation , 2010 .

[51]  I. Michael Ross,et al.  Two-Body Optimization for Deflecting Earth-Crossing Asteroids , 1999 .

[52]  B. C. Carlson Computing elliptic integrals by duplication , 1979 .

[53]  Stanley G. Love,et al.  Gravitational tractor for towing asteroids , 2005, Nature.

[54]  Daniel D. Mazanek,et al.  Mission Functionality for Deflecting Earth-Crossing Asteroids/Comets , 2003 .

[55]  G. Radice,et al.  Multi-criteria Comparison among Several Mitigation Strategies for Dangerous Near Earth Objects , 2010 .

[56]  Massimiliano Vasile,et al.  A hybrid multiagent approach for global trajectory optimization , 2009, J. Glob. Optim..

[57]  D. Jacobson,et al.  A discrete-time differential dynamic programming algorithm with application to optimal orbit transfer , 1970 .

[58]  Cesar A. Ocampo,et al.  Optimization of Roundtrip, Time-Constrained, Finite Burn Trajectories via an Indirect Method , 2005 .

[59]  J. Spitale Asteroid Hazard Mitigation Using the Yarkovsky Effect , 2002, Science.

[60]  Massimiliano Vasile,et al.  Optimal impact strategies for asteroid deflection , 2008, ArXiv.

[61]  Frederick W. Boltz Orbital motion under continuous radial thrust , 1991 .

[62]  Bruce A. Conway,et al.  Optimal finite-thrust spacecraft trajectories using collocation and nonlinear programming , 1991 .

[63]  Massimiliano Vasile,et al.  On the optimality of a shape-based approach based on pseudo-equinoctial elements , 2006 .

[64]  David J. Moorhouse,et al.  Detailed Definitions and Guidance for Application of Technology Readiness Levels , 2002 .

[65]  John L. Remo,et al.  Neo interaction with nuclear radiation , 1995 .

[66]  John C. Mankins,et al.  Approaches to strategic research and technology (R&T) analysis and road mapping , 2002 .

[67]  Daniel Matthys Murray,et al.  DIFFERENTIAL DYNAMIC PROGRAMMING FOR THE EFFICIENT SOLUTION OF OPTIMAL CONTROL PROBLEMS , 1978 .

[68]  Massimiliano Vasile,et al.  Targeting a Heliocentric Orbit Combining Low-Thrust Propulsion and Gravity Assist Maneuvers , 2001 .

[69]  M. Vasile,et al.  Optimal low-thrust trajectories to asteroids through an algorithm based on differential dynamic programming , 2009 .

[70]  K. Ohno Differential dynamic programming and separable programs , 1978 .

[71]  A. Montanari,et al.  Coeval 40Ar/39Ar Ages of 65.0 Million Years Ago from Chicxulub Crater Melt Rock and Cretaceous-Tertiary Boundary Tektites , 1992, Science.

[72]  Bernd Dachwald,et al.  Solar Sail Kinetic Energy Impactor Trajectory Optimization for an Asteroid-Deflection Mission , 2007 .

[73]  A. Petropoulos,et al.  Some Analytic Integrals of the Averaged Variational Equations for a Thrusting Spacecraft , 2002 .

[74]  Giuseppe D. Racca New Challenges to Trajectory Design by the Use of Electric Propulsion and Other New Means of Wandering in the Solar System , 2003 .

[75]  G. J. Whiffen,et al.  Application of the SDC optimal control algorithm to low-thrust escape and capture including fourth body effects , 2002 .

[76]  Jean Albert Kechichian Orbit Raising with Low-Thrust Tangential Acceleration in Presence of Earth Shadow , 1991 .

[77]  A. L. Herman,et al.  Optimal, Low-Thrust Earth-Orbit Transfers Using Higher-Order Collocation Methods , 2002 .

[78]  John T. Betts,et al.  Optimal Low Thrust Trajectories to the Moon , 2003, SIAM J. Appl. Dyn. Syst..

[79]  P. L. Smith,et al.  DEFLECTING A NEAR EARTH OBJECT WITH TODAY'S SPACE TECHNOLOGY , 2004 .

[80]  L. W. Alvarez,et al.  Extraterrestrial Cause for the Cretaceous-Tertiary Extinction , 1980, Science.

[81]  P. Spudis,et al.  Chicxulub Multiring Impact Basin: Size and Other Characteristics Derived from Gravity Analysis , 1993, Science.

[82]  H. S. TSIENI Take-Off from Satellite Orbit , .

[83]  Thomas F. Coleman,et al.  An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds , 1993, SIAM J. Optim..

[84]  J. Betts Survey of Numerical Methods for Trajectory Optimization , 1998 .

[85]  Lance A. M. Benner,et al.  Predicting the Earth encounters of (99942) Apophis , 2008 .

[86]  Geoffrey Statham,et al.  Survey of Technologies Relevant to Defense From Near-Earth Objects , 2004 .

[87]  Andrea Boattini,et al.  Deflecting NEOs in Route of Collision with the Earth , 2002 .

[88]  Giovanni F. Gronchi,et al.  Secular Orbital Evolution, Proper Elements, and Proper Frequencies for Near-Earth Asteroids: A Comparison between Semianalytic Theory and Numerical Integrations , 2001 .

[89]  David Morrison,et al.  Impacts on the Earth by asteroids and comets: assessing the hazard , 1994, Nature.

[90]  J. Olympio Algorithm for Low Thrust Optimal Interplanetary Transfers with Escape and Capture Phases , 2008 .

[91]  M. Guelman Earth-to-moon transfer with a limited power engine , 1995 .

[92]  Christopher D. Hall,et al.  Dynamics and Control Problems in the Deflection of Near-Earth Objects , 1997 .

[93]  Carl de Boor,et al.  A Practical Guide to Splines , 1978, Applied Mathematical Sciences.

[94]  Derek F. Lawden Rocket trajectory optimization - 1950-1963 , 1991 .

[95]  Eugene M. Shoemaker,et al.  ASTEROID AND COMET BOMBARDMENT OF THE EARTH , 1983 .

[96]  D. Mayne A Second-order Gradient Method for Determining Optimal Trajectories of Non-linear Discrete-time Systems , 1966 .

[97]  Christopher Louis Ranieri Indirect optimization of interplanetary trajectories including spiral dynamics , 2007 .

[98]  Johndale C. Solem,et al.  Interception of comets and asteroids on collision course with Earth , 1993 .

[99]  Massimiliano Vasile,et al.  A Multi‐criteria Assessment of Deflection Methods for Dangerous NEOs , 2007 .

[100]  S. Yakowitz,et al.  Differential dynamic programming and Newton's method for discrete optimal control problems , 1984 .

[101]  David H. Lehman,et al.  Results from the Deep Space 1 technology validation mission , 2000 .

[102]  Bion L. Pierson,et al.  Optimal low-thrust three-dimensional Earth-moon trajectories , 1995 .

[103]  Colin R. McInnes,et al.  Deflection of near-Earth asteroids by kinetic energy impacts from retrograde orbits , 2004 .

[104]  D. J. Benney Escape From a Circular Orbit Using Tangential Thrust , 1958 .

[105]  M. R. Spiegel Mathematical handbook of formulas and tables , 1968 .

[106]  G. J. Whiffen,et al.  Application of a novel optimal control algorithm to low-thrust trajectory optimization , 2001 .

[107]  G. Lantoine,et al.  A Hybrid Differential Dynamic Programming Algorithm for Robust Low-Thrust Optimization , 2008 .

[108]  C. Chyba,et al.  The 1908 Tunguska explosion: atmospheric disruption of a stony asteroid , 1993, Nature.

[109]  Dario Izzo,et al.  Optimal trajectories for the impulsive deflection of near earth objects , 2006 .

[110]  Oskar von Stryk,et al.  Direct and indirect methods for trajectory optimization , 1992, Ann. Oper. Res..