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Validating the NASA Standard Breakup Model: A comparison against recorded on-orbit fragmentation events. Samuel Diserens (s.d.diserens@soton.ac.uk) Hugh Lewis Jörg Fliege. 15 October 2018. My Research. Debris Models and the Activities of NewSpace
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Validating the NASA Standard Breakup Model:A comparison against recorded on-orbit fragmentation events Samuel Diserens (s.d.diserens@soton.ac.uk) Hugh Lewis JörgFliege 15 October 2018
My Research Debris Models and the Activities of NewSpace How the changing utilisation of space will impact the use of debris models • Student in the Next Generation Computational Modelling (NGCM) Centre for Doctoral Training at the University of Southampton • A member of the Astronautics research group within the School of Engineering Funded by grant from the Engineering and Physical Sciences Research Council (EPSRC)
What is NewSpace? • Rise of the private sector in the space industry • Significant changes including: • Smaller spacecraft, • CubeSats • Differences in spacecraft construction: • Composite materials, • Additive manufacturing • Novel mission concepts: • Mega-constellations, • On-orbit servicing, • Active Debris Removal (ADR), • Reusable rockets
NewSpace &The Space Environment • Requirement to regulate and licence industry to control liability • Open questions on how this will impact the debris environment • New questions regarding space debris, such as: • ADR: Which objects to remove? When? • What is the impact of material and density on fragment production?
Challenges for Debris Modelling • Debris models are expected to provide answers to these questions • Debris modelling requires a range of assumptions to be made based on previous observations and knowledge • Models and assumptions must be challenged and tested in the face of changing behaviour
The NASA Standard Breakup Model • The first model to be tested • Current version developed in 1998 (Reynolds et al., 1998; Johnson et al., 2001; Krisko, 2011) • Has become the de facto breakup model, used in (almost) every space debris model currently in use • Simulates the breakup of on orbit objects • Due to explosion; or • Due to collision of two objects • Generates fragments by characteristic length • Distributed according to a power law
Limits & Assumptions NASA Breakup Model NewSpace Spacecraft More spacecraft at size extremes, large and small Lower densitymaterials Novel approaches to manufacturing, to materials and to debris shielding. Complex structures • Explosion model valid for 600-1000kg spacecraft. • Explosion distribution is independent of mass • Catastrophic collisions occurs for impact energy >40J/g of target mass • Mass of spacecraft concentrated in a single body
Comparison to IADC Study Collision Scenario Explosion Scenario (Data Source:NASABreakupModelImplementation Comparisonofresults, A. Rossi, 24th IADC Meeting April 2006)
Test Cases • Unfortunately (or perhaps fortunately) there are few major breakups to use as reference data • Comparing simulation results against the values recorded by SSN (on Space-Track) for small (>0.1 m), medium (> 0.4 m) and large (> 1.3 m) fragments • Both collision events and explosions are examined including both rocket-bodies and payloads
Rocket Body Explosion Scenarios • Four major explosions of rocket bodies were chosen for replication and comparison. • These were selected from the list of the top 10 largest contributors to the space debris population.(ANZ-MEADOR, 2016)
Payload Explosion Scenarios • Three examples were chosen for the explosion of payloads. • These were chosen as some of the most recent and significant contributions to the debris environment from the breakup of satellites.
Collision Scenarios • Three scenarios were chosen for collision events • Breakup of Fengyun-1C following the 2007 Chinese ASAT test. • Breakups of Iridium-33 and Cosmos-2251 after the two accidentally collided in 2009. • These Scenarios were replicated for comparison
Comparing Results • Explosions: • Close fit for most rocket bodies • Worse fit for small rocket body (Pegasus) • For payloads there appear to be fewer medium and large fragments and more small objects than predicted • Collisions: • Results for each of the fragmentations indicate a steeper relationship between number and size than predicted • Fewer larger fragments and more smallerfragments are observed than are predicted • Extrapolation suggests this may represent a significant under-prediction of objects under 10cm
What Does This Mean? • Implication that size and construction have an impact on fragmentation • Greater certainty requires more resolution and more examples • Ongoing NASA study into the fragmentation of DebriSat & DebrisLv • This will still only be 2 new data sets • If the advent of NewSpace changes what constitutes a ‘normal’ spacecraft then breakup models need to be recalibrated
Additional Challenges • How are the predicted area-to-mass ratios of fragments expected to change? • What does this imply for the evolution of the environment? • Fewer larger objects suggests fewer catastrophic collisions • If the advent of NewSpace lowers the threshold then may result in more catastrophic collisions • Next Steps: Review collision algorithms • Identify key algorithms in use • Test their suitability for use with different scenarios • Investigate potential refinements
Summary • ‘NewSpace’ changes some of the assumptions that can be made when modelling space debris impacting the results of these models • This may change the distribution of fragments generated by the NASA Standard Breakup Model • May also impact the threshold for catastrophic breakup • Results of the NASA model were compared with observed breakup events in order to test these assumptions • Model is a good fit for traditional objects (large upper stages) • Non-traditional objects may generate fewer large fragments and more smaller fragments • Further study is required to investigate the impact on the overall debris environment
References I acknowledge financial support from the EPSRC Centre for Doctoral Training in Next Generation Computational Modelling grant EP/L015382/1 N. L. Johnson, P. H. Krisko, J. C. Liou, and P. D. Anz-Meador. NASA’s new breakup model of EVOLVE 4.0. Advances in Space Research, 28(9):1377–1384, 2001. ISSN 02731177. doi: 10.1016/S0273-1177(01)00423-9. P. H. Krisko. Proper Implementation of the 1998 NASA Breakup Model. Orbital Debris Quarterly News, 15(4):4–5, 2011. ISSN 1364-503X. doi: 10.1016/0273-1177(93)90600-G. Alessandro Rossi. NASA Breakup Model Implementation Comparison of results. Technical report, IADC Working Group 2, 2006. Thanks to participants of the 2006 IADC study, reference to DISCOS and Space-Track databases
The Space Debris Problem • The utilisation of space is important to modern life • E.g. Telecommunications; GNSS; Earth Observation • Space debris poses a threat to this • Collision of small objects (>1g) with a satellite at orbital velocities can have catastrophic consequences • Over 750,000 objects with diameter 1cm or greater • Debris models exist to study this problem • Simulate the debris environment • Significant challenges are present • Computationally expensive • Relatively little data
Comparison to IADC Study Fragment Lengths
Comparison to IADC Study Fragments Masses
Comparison to IADC Study Fragment Velocities
Collision Scenarios • Three scenarios were chosen for collision events • Breakup of Fengyun-1C following the 2007 Chinese ASAT test. • Breakups of Iridium-33 and Cosmos-2251 after the two accidentally collided in 2009. • These Scenarios were replicated for comparison
Rocket Body Explosion Scenarios • Four major explosions of rocket bodies were chosen for replication and comparison. • These were selected from the list of the top 10 largest contributors to the space debris population.(ANZMEADOR, 2016)
Payload Explosion Scenarios • Three examples were chosen for the explosion of payloads. • These were chosen as some of the most recent and significant contributions to the debris environment from the breakup of satellites.