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Update future work doc - reference Newton-Raphson plan and stability findings

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cinnaboot 5 months ago
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927a8d2027
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      docs/future_work.md

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docs/future_work.md

@ -26,32 +26,38 @@ This document outlines planned enhancements and future development areas for the
- Add validation tests for energy/momentum conservation
- Consider relative velocity of parent bodies
### More Accurate Integration Methods
**Current:** RK4 (Runge-Kutta 4th order) integration
**Proposed:** Newton-Raphson propagation for higher precision
### Newton-Raphson Analytical Propagation
**Current:** RK4 (Runge-Kutta 4th order) numerical integration
**Proposed:** Newton-Raphson analytical propagation with hybrid burn handling
**Status:** Implementation plan created - see `docs/newton_raphson_propagation_plan.md`
**Benefits:**
- Improved accuracy for long-term orbit predictions
- Better handling of near-parabolic trajectories
**Implementation Considerations:**
- May require adaptive timestep sizing
- More complex than RK4
- Trade-off between accuracy and performance
### Io and Titan Orbital Stability Tuning
**Issue:** Outer solar system moons exhibit orbital drift
**Approaches:**
- Reduced timestep for moon systems
- Specialized local frame handling
- Higher precision for distant parent-body interactions
- Moon-specific integration parameters
**Validation:**
- Long-term stability tests (> 100 orbits)
- Energy conservation metrics
- Orbital period accuracy verification
- Time steps of hours/days (vs. seconds/minutes with RK4)
- 60-2880x performance improvement depending on orbit scale
- Perfect 2-body accuracy with no numerical drift
- Newton-Raphson converges in 3-5 iterations
**Implementation Approach:**
- Analytical propagation for orbital motion (99% of simulation time)
- RK4 integration during finite-duration burns (1% of time)
- Seamless transitions between modes
- SOI transitions with orbital element transformations
**Estimated Effort:** 30-44 hours across 5 implementation phases
### Orbital Stability Validation
**Status:** Time step stability analysis complete
**Findings (from `tests/informational/test_time_step_stability`):**
- RK4 at 60s is very stable (22% of stability limit)
- Mercury orbiter (MESSENGER-like) is limiting factor: 270s max stable dt
- Io and Moon are very stable (>596s max stable dt)
- Current default (60s) provides excellent margin
**Documentation:** See `tests/informational/README.md` for test details and results
**Conclusion:** No stability tuning needed - RK4 works well for moon systems with existing dt=60s default
## Visualization Enhancements

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