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Multifidelity Space Mission Planning and Infrastructure Design Framework for Space Resource Logistics

Published Online:https://doi.org/10.2514/1.A34666

To build a sustainable space transportation system for human space exploration, the design and deployment of space infrastructure, such as in situ resource utilization plants, in-orbit propellant depots, and on-orbit servicing platforms, are critical. The design analysis and trade studies for these space-infrastructure systems require the consideration of not only the design of the infrastructure elements themselves, but also their supporting systems (e.g., storage and power) and logistics transportation while exploring various architecture options (e.g., location and technology). This paper proposes a system-level space infrastructure and logistics design optimization framework to perform architecture trade studies. A new space-infrastructure logistics optimization problem formulation is proposed that considers the internal interactions of infrastructure subsystems and their external synergistic effects with space logistics simultaneously. Because the full-size version of this proposed problem formulation can be computationally prohibitive, a new multifidelity optimization formulation is developed by varying the granularity of the commodity-type definition over the space logistics network; this multifidelity formulation can find an approximate solution to the full-size problem computationally efficiently with little sacrifice in the solution quality. The proposed problem formulation and method are applied to the design of in situ resource utilization systems in a multimission lunar exploration campaign to demonstrate their values.

References

  • [1] Kornuta D., Abbud-Madrid A., Atkinson J., Barr J., Barnhard G., Bienhoff D., Blair B., Clark V., Cyrus J., DeWitt B. and et al., “Commercial Lunar Propellant Architecture: A Collaborative Study of Lunar Propellant Production,” REACH: Reviews in Human Space Exploration, Vol. 13, March 2019, Paper 100026. https://doi.org/10.1016/j.reach.2019.100026 Google Scholar

  • [2] Lee K. A., Oryshchyn L., Paz A., Reddington M. and Simon T. M., “The ROxygen Project: Outpost-Scale Lunar Oxygen Production System Development at Johnson Space Center,” Journal of Aerospace Engineering, Vol. 26, No. 1, 2013, pp. 67–73. https://doi.org/10.1061/(ASCE)AS.1943-5525.0000230 CrossrefGoogle Scholar

  • [3] Clark D. L., Keller B. W. and Kirkland J. A., “Field Test Results of the PILOT Hydrogen Reduction Reactor,” AIAA Space 2009 Conference and Exposition, AIAA Paper 2009-6475, Sept. 2009. https://doi.org/10.2514/6.2009-6475 Google Scholar

  • [4] Gustafson R. J., White B. C. and Fidler M. J., “2010 Field Demonstration of the Solar Carbothermal Regolith Reduction Process to Produce Oxygen,” 49th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition, AIAA Paper 2011-434, Jan. 2011. https://doi.org/10.2514/6.2011-434 LinkGoogle Scholar

  • [5] Schreiner S. S., “Molten Regolith Electrolysis Reactor Modeling and Optimization of In-Situ Resource Utilization Systems,” M.S. Thesis, Aeronautics and Astronautics Dept., Massachusetts Inst. of Technology, Cambridge, MA, 2015. Google Scholar

  • [6] Meyen F. E., “System Modeling, Design, and Control of the Mars Oxygen In-Situ Resource Utilization Experiment (MOXIE) and Implications for Atmospheric ISRU Processing Plants,” Ph.D. Dissertation, Aeronautics and Astronautics Dept., Massachusetts Inst. of Technology, Cambridge, MA, 2017. Google Scholar

  • [7] Parrish J., “Robotic Servicing of Geosynchronous Satellites (RSGS),” Defense Advanced Research Projects Agency, http://www.darpa.mil/program/robotic-servicing-of-geosynchronous-satellites [retrieved 15 Jan. 2020]. Google Scholar

  • [8] Anon. “In-Space Robotic Manufacturing and Assembly (IRMA),” NASA, 2016, https://www.nasa.gov/sites/default/files/atoms/files/nac_tkortes_irma_nov2016_tagged.pdf [retrieved 15 Jan. 2020]. Google Scholar

  • [9] Verstraete A. W., Anderson D., St. Louis N. M. and Hudson J., “Geosynchronous Earth Orbit Robotic Servicer Mission Design,” Journal of Spacecraft and Rockets, Vol. 55, No. 6, Nov. 2018, pp. 1444–1452. https://doi.org/10.2514/1.A33945 LinkGoogle Scholar

  • [10] Verstraete A., St. Louis N., Kolosa D. and Hudson J., “GEO Robotic Servicer Trajectory Optimization,” AIAA Space 2016 Conference & Exposition, AIAA Paper 2016-5242, Sept. 2016. https://doi.org/10.2514/6.2016-5242 Google Scholar

  • [11] Sarton du Jonchay T. and Ho K., “Quantification of the Responsiveness of On-Orbit Servicing Infrastructure for Modularized Earth-Orbiting Platforms,” Acta Astronautica, Vol. 132, March 2017, pp. 192–203. https://doi.org/10.1016/j.actaastro.2016.12.021 CrossrefGoogle Scholar

  • [12] Kutter B. F., “Cislunar-1000: Transportation Supporting a Self-Sustaining Space Economy,” AIAA Space 2016 Conference & Exposition, AIAA Paper 2016-5491, Sept. 2016. https://doi.org/10.2514/6.2016-5491 LinkGoogle Scholar

  • [13] Ishimatsu T., de Weck O. L., Hoffman J. A., Ohkami Y. and Shishko R., “Generalized Multicommodity Network Flow Model for the Earth–Moon–Mars Logistics System,” Journal of Spacecraft and Rocket, Vol. 53, No. 1, Jan. 2016, pp. 25–38. https://doi.org/10.2514/1.A33235 LinkGoogle Scholar

  • [14] Ho K., de Weck O. L., Hoffman J. A. and Shishko R., “Dynamic Modeling and Optimization for Space Logistics Using Time-Expanded Networks,” Acta Astronautica, Vol. 105, No. 2, Dec. 2014, pp. 428–443. https://doi.org/10.1016/j.actaastro.2014.10.026 CrossrefGoogle Scholar

  • [15] Chen H. and Ho K., “Integrated Space Logistics Mission Planning and Spacecraft Design with Mixed-Integer Nonlinear Programming,” Journal of Spacecraft and Rockets, Vol. 55, No. 2, April 2018, pp. 365–381. https://doi.org/10.2514/1.A33905 LinkGoogle Scholar

  • [16] Ho K., de Weck O. L., Hoffman J. A. and Shishko R., “Campaign-Level Dynamic Network Modelling for Spaceflight Logistics for the Flexible Path Concept,” Acta Astronautica, Vol. 123, June 2016, pp. 51–61. https://doi.org/10.1016/j.actaastro.2016.03.006 CrossrefGoogle Scholar

  • [17] Chen H., Lee H. and Ho K., “Space Transportation System and Mission Planning for Regular Interplanetary Missions,” Journal of Spacecraft and Rockets, Vol. 56, No. 1, Jan. 2019, pp. 12–20. https://doi.org/10.2514/1.A34168 LinkGoogle Scholar

  • [18] Sanders G. B., “Comparison of Lunar and Mars In-Situ Resource Utilization for Future Robotic and Human Missions,” 49th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition, AIAA Paper 2011-0120, Jan. 2011. https://doi.org/10.2514/6.2011-120 LinkGoogle Scholar

  • [19] Arney D. C., Jones C. A., Klovstad J., Komar D. R., Earle K., Moses R., Bushnell D. and Shyface H., “Sustaining Human Presence on Mars Using ISRU and a Reusable Lander,” AIAA SPACE 2015 Conference and Exposition, AIAA Paper 2015-4479, Aug.–Sept. 2015. https://doi.org/10.2514/6.2015-4479 LinkGoogle Scholar

  • [20] Zipkin P. H., “Bounds on the Effect of Aggregating Variables in Linear Programs,” Operations Research, Vol. 28, No. 2, March–April 1980, pp. 403–418. CrossrefGoogle Scholar

  • [21] Zipkin P. H., “Bounds for Row-Aggregation in Linear Programming,” Operations Research, Vol. 28, No. 4, July–Aug. 1980, pp. 903–916. CrossrefGoogle Scholar

  • [22] Rogers D. F., Plante R. D., Wong R. T. and Evans J. R., “Aggregation and Disaggregation Techniques and Methodology in Optimization,” Operations Research, Vol. 39, No. 4, July–Aug. 1991, pp. 553–582. CrossrefGoogle Scholar

  • [23] Evans J. R., “Model Simplification in Multicommodity Distribution Systems Through Aggregation,” 11th Annual Meeting of the American Institute for Decision Sciences, Vol. 2, New Orleans, LA, Nov. 1979, pp. 77–79. Google Scholar

  • [24] Ho K., “Dynamic Network Modeling for Spaceflight Logistics with Time-Expanded Networks,” Ph.D. Dissertation, Aeronautics and Astronautics Dept., Massachusetts Inst. of Technology, Cambridge, MA, 2015. Google Scholar

  • [25] Mission Evaluation Team, “Apollo 17 Mission Report,” Lyndon B. Johnson Space Center JSC-07904, Houston, TX, March 1973. Google Scholar

  • [26] Anon., “SpaceNet,” http://strategic.mit.edu/spacelogistics/space_net.php [retrieved 8 June 2019]. Google Scholar

  • [27] Chen H., Sarton du Jonchay T., Hou L. and Ho K., “Integrated In-Situ Resource Utilization System Design and Logistics for Mars Exploration,” Acta Astronautica, Vol. 170, May 2020, pp. 80–92. https://doi.org/10.1016/j.actaastro.2020.01.031 CrossrefGoogle Scholar

  • [28] Surampudi R., Carpenter B., EI-Genk M., Herrera L., Mason L., Mondt J., Nesmith B., Rapp D. and Wiley R., “Advanced Radioisotope Power System Report,” NASA’s Office of Space Science D-20757, March 2001. Google Scholar

  • [29] Landis G. A., Kerslake T. W., Scheiman D. and Jenkins P., “Mars Solar Power,” 2nd International Energy Conversion Engineering Conference, AIAA Paper 2004-5555, Aug. 2004. https://doi.org/10.2514/6.2004-5555 LinkGoogle Scholar

  • [30] Toman M., Cipin R., Cervinka D., Vorel P. and Prochazka P., “Li-Ion Battery Charging Efficiency,” ECS Transactions, Vol. 74, No. 1, 2016, pp. 37–43. https://doi.org/10.1149/07401.0037ecst CrossrefGoogle Scholar

  • [31] Anon., “Energy Storage Technologies for Future Planetary Science Missions,” Jet Propulsion Lab. JPL D-101146, La Cañada Flintridge, CA, Dec. 2017. Google Scholar

  • [32] Zakrajsek J. F., Woerner D. F. and Fleurial J.-P., “NASA Special Session: Next-Generation Radioisotope Thermoelectric Generator (RTG) Discussion,” NASA, https://rps.nasa.gov/resources/69/next-generation-radioisotope-thermoelectric-generator-presentation [retrieved 15 Nov. 2018]. Google Scholar