diff --git a/docs/session_summaries/2026-01-30-newton-raphson-propagation-planning.md b/docs/session_summaries/2026-01-30-newton-raphson-propagation-planning.md new file mode 100644 index 0000000..3b5bd51 --- /dev/null +++ b/docs/session_summaries/2026-01-30-newton-raphson-propagation-planning.md @@ -0,0 +1,133 @@ +# Session Summary - 2026-01-30 - Newton-Raphson Propagation Planning + +## Overview +Session focused on creating a comprehensive implementation plan for Newton-Raphson analytical propagation to replace RK4 integration, enabling much larger simulation timesteps. + +## Changes Made + +### New Files Created +- **docs/newton_raphson_propagation_plan.md** (538 lines) + - Complete implementation plan for analytical propagation + - 5 implementation phases (30-44 hours estimated) + - Hybrid approach: analytical propagation (99% of time) + RK4 during burns (1%) + - Detailed algorithms, technical challenges, performance analysis + - Migration strategy and success criteria + +### Files Modified +- None (documentation only) + +## Commits +- **c455c78**: Add Newton-Raphson analytical propagation implementation plan + +## Results + +### Key Insights from Time Step Stability Analysis (Previous Session) +- RK4 at 60s is very stable (only 22% of stability limit) +- Mercury orbiter at 200km altitude is limiting factor: 270s max stable dt +- Io and Moon are very stable with RK4 (>596s max stable dt) +- Current default (60s) provides excellent margin + +### Newton-Raphson vs RK4 Comparison +| Aspect | Newton-Raphson (Analytical) | RK4 (Numerical) | +|--------|---------------------------|-----------------| +| Timestep | Days/weeks | Seconds/minutes | +| Accuracy | Exact (2-body) | Approximate | +| Long-term energy | Perfect | Drift accumulates | +| N-body support | Limited (needs patching) | Native support | +| Non-gravitational forces | No | Yes | +| Computational cost | Low (3-5 iterations) | Medium (4 evaluations) | + +### Design Decisions Documented +1. **Hybrid approach**: Use analytical propagation for orbital motion, RK4 during burns +2. **Burn execution**: Numerical integration (RK4) for flexible timesteps during continuous thrust +3. **SOI transitions**: Reuse existing infrastructure with orbital element transformations +4. **Default behavior**: Analytical propagation will be default when implemented +5. **Initial guess**: Use series expansion formula for faster Newton-Raphson convergence + ```cpp + E₀ = M + e·sin(M) + (e²/2)·sin(2M) + ``` + +### Expected Performance Gains +| Scenario | RK4 dt | Analytical dt | Speedup | +|----------|--------|--------------|---------| +| Low Earth Orbit | 60s | 3600s (1 hour) | 60x | +| Geostationary Orbit | 60s | 3600s (1 hour) | 60x | +| Moon orbit | 60s | 86400s (1 day) | 1440x | +| Interplanetary | 60s | 172800s (2 days) | 2880x | + +## Implementation Phases (Planned) + +### Phase 1: Core Mathematical Functions (4-6 hours) +- `cartesian_to_orbital_elements()` conversion +- Newton-Raphson solver for Kepler's equation +- Analytical propagation step function + +### Phase 2: Hybrid Integration System (6-8 hours) +- Propagation mode selection logic +- Burn execution with numerical integration +- RK4 with external force support + +### Phase 3: SOI Transition Handling (8-12 hours) +- Orbital element transformation across SOI boundaries +- Direct conversion vs. Lambert's problem approach + +### Phase 4: Burn Command Interface (4-6 hours) +- Impulsive burn command +- Finite duration burn command + +### Phase 5: Testing and Validation (8-12 hours) +- Unit tests for all mathematical functions +- Integration tests for burns and SOI transitions +- Performance benchmarks + +**Total estimated effort: 30-44 hours** + +## Remaining Issues + +None - this was a planning/documentation session only. No code implementation was performed. + +## Next Steps + +**Immediate**: None - implementation deferred to future session + +**When ready to implement**: +1. Review docs/newton_raphson_propagation_plan.md +2. Start with Phase 1 (core math functions) +3. Implement `cartesian_to_orbital_elements()` first (inverse of existing function) +4. Add comprehensive unit tests for each function +5. Validate against existing RK4 results during development + +**Future documentation updates** (post-implementation): +- Update docs/technical_reference.md with new propagation methods +- Update docs/future_work.md to reflect completed Newton-Raphson implementation +- Remove "More Accurate Integration Methods" section from future work + +## Technical Notes + +### Key Challenge: Continuous Burns with Analytical Propagation +User's proposed solution: +1. Divide finite-duration burn into small chunks (1-10s each) +2. For each chunk: + - Get state from orbital elements (Newton-Raphson) + - Apply thrust numerically (RK4) over chunk dt + - Convert back to orbital elements +3. After burn, resume pure analytical propagation + +This approach provides: +- 10-1000x faster simulation during normal operation +- Flexible timesteps during burns +- Seamless transitions between analytical and numerical modes + +### Code Modifications Required +When implementation begins: +- Add new functions to `physics.h`/`physics.cpp` +- Modify Spacecraft struct (add burn state fields) +- Modify `simulation.cpp` (update spacecraft physics logic) +- Keep RK4 for burn integration (no removal needed) +- Parallel implementation during migration + +## Net Line Count +- **Added**: +538 lines (docs/newton_raphson_propagation_plan.md) +- **Modified**: 0 lines +- **Deleted**: 0 lines +- **Net**: +538 lines