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Improve Planning Recommendation Scoring #72

Description

@ethancoon

Description

Improve the planning recommendation logic so it does not simply pick the row with the most laps and highest final SOC.

The recommendation should balance:

  • Completing the race window
  • Staying above minimum SOC
  • Finishing above target SOC
  • Completing more laps
  • Avoiding unnecessarily conservative speeds with excessive unused energy
  • Preferring realistic speed behavior

Use a simple, documented scoring rule.

Acceptance Criteria

  • Planning recommendation uses a documented scoring rule.
  • Infeasible rows are not recommended when feasible rows exist.
  • Recommendation considers energy margin.
  • Recommendation avoids choosing an overly conservative option solely because it has very high final SOC.
  • Recommendation output explains why the selected option was chosen.
  • Existing planning report still prints a recommendation.

Notes

Keep this simple and transparent. The recommendation should support engineering discussion, not replace judgment.

References

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