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Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference Delivering innovation to orbit. 2100 Central Avenue, Suite 102 Boulder, CO 80301 720-545-9191 Nathan L. Parrish, Ethan W. Kayser, Matthew J. Bolliger, Michael R. Thompson, Jeffrey S. Parker, Bradley W. Cheetham, Diane C. Davis, Daniel J. Sweeney 1 Ballistic Lunar Transfers to Near Rectilinear Halo Orbit: Operational Considerations

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Page 1: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Delivering innovation to orbit.™

2100 Central Avenue, Suite 102

Boulder, CO 80301

720-545-9191

Nathan L. Parrish, Ethan W. Kayser, Matthew J. Bolliger, Michael R. Thompson, Jeffrey S. Parker, Bradley W. Cheetham,

Diane C. Davis, Daniel J. Sweeney

1

Ballistic Lunar Transfers to Near Rectilinear Halo Orbit:

Operational Considerations

Page 2: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Introduction & Background

2

Page 3: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Motivation: Gateway

• NASA’s Lunar Gateway “will be a small spaceship in orbit around the Moon that will provide access to more of the lunar surface than ever before with living quarters for astronauts, a lab for science and research, ports for visiting spacecraft, and more.” [1]

• Operational orbit is a Near Rectilinear Halo Orbit (NRHO)• Loosely-captured, nearly-stable 3-body orbit

• Perilune radius of ~3,500 km

• Apolune radius of ~71,000 km

3

[1] https://www.nasa.gov/topics/moon-to-mars/lunar-gateway

Credit: NASA

Page 4: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Motivation: CAPSTONE

• NASA selected Advanced Space to develop and operate the CubeSat mission CAPSTONE

• Pathfinder mission to demonstrate operations similar to Gateway

• Launching December 2020

https://www.nasa.gov/press-release/nasa-funds-cubesat-pathfinder-mission-to-unique-lunar-orbit

4

Credit: Tyvak

Page 5: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

● Assume spacecraft Isp = 300 s

● Benefits: ○ Reduced spacecraft ∆V○ Reduced operational cadence (more

time between maneuvers)○ Increased launch window○ Secondary payloads to anywhere in

cislunar space

● Trade-offs: ○ Increased time of flight

(12-20 weeks)○ Greater maximum distance from

Earth can challenge comms○ Increased operations duration○ Potentially higher C3

BLT ~25.7 mT

Ma

ss d

eliv

ere

d t

o N

RH

O (

mT

)

BLT w/ lunar flyby~26.3 mT Direct transfer

~23.6 mT

Spacecraft ∆𝑉 (m/s)

SLS Block 1 Performance

5

Why Ballistic Lunar Transfer (BLT)?

Bottom line:

BLT increases mass delivered to NRHO

Page 6: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Perigee raise from Sun’s gravity

Notional TCM • Sun’s gravity causes plane change and perigee raise, taking the spacecraft from TLI to NRHO for “free”

• Deterministic ∆V opens up launch period and permits rendezvous with target

• Transfer relies on dynamics of four-body problem (Earth, Sun, Moon, spacecraft)

Ballistic Lunar Transfer viewed in J2000 frame

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Background - BLTs

Page 7: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

● Sun’s gravity perturbation affects the radius of perigee

● Effect determined by which quadrant apogee is in:○ Quadrants II or IV raise perigee○ Quadrants I or III lower perigee

To Sun

X (km)

Y (k

m)

Sun-Earth Rotating Frame

I

III

Raise rp

Raise rp

Lower rp

Lower rp

Earth

II

IV

7

Background - BLTs

Page 8: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Connection to Other Papers

• Last conference: Parrish et al., “Survey of Ballistic Lunar Transfers to NRHO”, AAS/AIAA Astrodynamics Specialist Conference, 2019, Portland ME. • Studied several families of BLTs and how they evolve over time

• Assumes perfect OD and maneuver execution

• This conference: • Current paper: BLTs with realistic OD and maneuver execution errors

• Parrish et al., “Near Rectilinear Halo Orbit Determination with Simulated DSN Observations”, Thursday at 11:30am.

• Resources available at www.advancedspace.com/blt

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Page 9: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

What questions are we trying to answer?

• What are the navigation accuracy requirements for BLTs to NRHOs?

• How much ∆V should be set aside for statistical cleanup maneuvers?

• How many TCMs (trajectory correction maneuvers) are required?

• What are the contributors to the statistical ∆V?

• What are the contributors to the NRHO insertion accuracy?

• How do you practically navigate a spacecraft on a BLT to an NRHO?

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Page 10: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference 10

• Simulation engine: Copernicus (design), Monte (navigation)• Force model:

– Sun & Earth point masses, states from DE430– Moon 16x16 (filter) or 32x32 (truth) gravity field, GRGM660PRIM model– 14,000 kg spacecraft– SRP Area: 23 m2, CR: 2.0, spherical model– Impulsive maneuvers

• Launch not considered — start in parking orbit at Earth– 100 km circular, 28° inclination– Node orientation optimized

• Maneuvers:– Trans Lunar Injection (TLI): Velocity direction– Up to 5 Trajectory Correction Maneuvers (TCMs) – 1 deterministic, others

statistical clean-up– NRHO Insertion Maneuver (NIM)

• Error sources: – Launch vehicle injection error– Orbit determination error– Maneuver execution error– Dynamics mis-modeling

Dynamics and Assumptions

Page 11: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nominal BLTs Considered

Example 10-day Launch Period (duration determined by ∆V requirement)

Open Middle Close

Deterministic TCM-2 ∆V

25.4 m/s 1.6 m/s 25.2 m/s

Nominal Insertion ∆V

15.8 m/s 15.8 m/s 15.9 m/s

Nominal Total ∆V 41.2 m/s 17.4 m/s 41.1 m/s

TLI Epoch April 4, 2024

April 9, 2024

April 14, 2024

Time of flight 111.6 days 106.6 days 101.3 days

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Inertial Frame

Page 12: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Launch Injection Error

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Page 13: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Launch Injection Error

13

• Launch vehicle never delivers the spacecraft to the exact injection state desired

• What TCM ∆V is required to correct for the launch errors?

Page 14: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Launch Injection Error

14

• Launch vehicle never delivers the spacecraft to the exact injection state desired

• What TCM ∆V is required to correct for the launch errors?

Page 15: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Navigation Requirements

15

Page 16: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Navigation Requirements Analysis

• Errors modeled: • Launch injection

• Navigation error (maneuver designed based on flawed state estimate)

• Maneuver execution error (flawed nominal design executed with error)

• Multiple Monte Carlo analyses run to answer these questions, for the open, middle, and close of 10-day launch period: • How many TCMs?

• Where should TCMs be placed to minimize DV99 (99th % ∆V)

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Page 17: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: TCM Placement

• TCM-1: as soon after launch as you can get a decent OD solution

• TCM-2: deterministic & stochastic components• Deterministic to expand launch period

• Stochastic to clean up errors

• TCM-3: clean-up errors from deterministic TCM-2

• TCM-4: clean-up before insertion

• TCM-5: clean-up before insertion

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Page 18: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: TCM Placement

Results:

• Open and close of launch period:• TCM-2 is 25 m/s deterministic

• TCM-3 should be soon after TCM-2 to clean up the deterministic burn

• Middle of launch period: • TCM-2 is 2 m/s deterministic

• TCM-3 should be spaced between TCM-2 and TCM-4

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Page 19: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

Error from TCM-(i-1) determines the correction at TCM-(i)

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Page 20: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

20

Error from TCM-5 determines the error at NRHO insertion

Page 21: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

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High OD errorR: 3 km, 3 cm/sT: 30 km, 30 cm/sN: 30 km, 30 cm/s

NRHO Perilune Insertion State Error

Page 22: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

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Low OD errorR: 0.3 km, 0.3 cm/sT: 3 km, 3 cm/sN: 3 km, 3 cm/s

NRHO Perilune Insertion State Error

Page 23: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

23

High OD errorR: 3 km, 3 cm/sT: 30 km, 30 cm/sN: 30 km, 30 cm/s

∆V breakdown:• Launch cleanup: 28 m/s• Deterministic TCMs +

Insertion: 18 m/s• Statistical TCMs +

Insertion: 25 m/s

∆V distribution for each maneuver

71.4 m/s

Page 24: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Nav Requirements: OD Uncertainty

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∆V distribution for each maneuver

50.4 m/s

Low OD errorR: 0.3 km, 0.3 cm/sT: 3 km, 3 cm/sN: 3 km, 3 cm/s

∆V breakdown:• Launch cleanup: 28 m/s• Deterministic TCMs +

Insertion: 18 m/s• Statistical TCMs +

Insertion: 14 m/s

Page 25: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

BLT Navigation Analysis

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Page 26: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Simulated OD: Setup

• Models: • Truth: SPK file generated by Copernicus

• Filter: Monte U-D factorized covariance

• Dynamical errors introduced from lunar gravity field and SRP

• Simulated observations• Noisy observations generated by Monte based on the truth SPK

• Observation generation does not model any spacecraft dynamics – states simply queried from SPK file

• Measurement noise based on published numbers and post-processing of real ARTEMIS data

• Analysis performed• Covariance study of various tracking schedules for each leg of transfer

• Monte Carlo analysis with randomly sampled errors for various tracking schedules for each leg of transfer

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Page 27: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Covariance Analysis: Tracking Frequency

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Position Uncertainty

Page 28: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Covariance Analysis: Tracking Frequency

28

Velocity Uncertainty

Threshold to be < maneuver execution error

Page 29: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Covariance Analysis: Tracking Frequency

29

Velocity Uncertainty

Threshold to be < maneuver execution error

Page 30: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Covariance Analysis: Tracking Frequency

30

0.001

0.01

0.1

1

10

100

1 2 3 4 5

Positio

n U

ncert

ain

ty (

km

)

TCM

Position 1-σ Covariance

0.00001

0.0001

0.001

0.01

0.1

1

1 2 3 4 5

Velo

city U

ncert

ain

ty (

m/s

)

TCM

Velocity 1-σ Covariance

0.001

0.01

0.1

1

10

100

1 2 3 4 5

Positio

n E

rror

Sgim

a (

km

)

TCM

Position Standard Deviation of Monte Carlo Errors

Continuous

8 hr 7/week

8 hr 3/week

8 hr 2/week

2 hr 7/week

2 hr 3/week

2 hr 2/week

0.00001

0.0001

0.001

0.01

0.1

1

1 2 3 4 5V

elo

city E

rror

Sig

ma (

m/s

)

TCM

Velocity Standard Deviation of Monte Carlo Errors

Continuous

8 hr 7/week

8 hr 3/week

8 hr 2/week

2 hr 7/week

2 hr 3/week

2 hr 2/week

Page 31: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Simulated OD: Results

• Initial implementation contained a bug which made it appear that the filter was converging on the wrong solution

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Page 32: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Simulated OD: Results

• Initial implementation contained a bug which made it appear that the filter was converging on the wrong solution

• Fixed now, leading to reliable results

• Correction will be published

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Page 33: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Conclusions

Presented analysis on:

• Launch injection errors

• Navigation accuracy requirements

• Number and placement of trajectory correction maneuvers

• Contributors to statistical ∆V

• Contributors to NRHO insertion accuracy

• Preliminary study of BLT navigation

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Page 34: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Acknowledgements

This study was funded by NASA under contract 80NSSC19C0001

Thank you to Caltech for use of Monte software

Thank you to Johnson Space Center for use of Copernicus software

Thank you to Goddard Space Flight Center for creating the open-source GMAT

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Page 35: Ballistic Lunar Transfers to Near Rectilinear Halo Orbit

Advanced Space, LLC, Presented at 2020 AIAA/AAS Spaceflight Mechanics Conference

Delivering innovation to orbit.™

2100 Central Avenue, Suite 102

Boulder, CO 80301

720-545-9191

Thank you

Contact:

Dr. Nathan Parrish

[email protected]

Additional resources available at

https://advancedspace.com/blt/

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