Soft Battery Runtime Work | QUICK – 2027 |

Here’s a technical write-up on — a concept that blends battery estimation, power management, and user experience design. Write-Up: Soft Battery Runtime 1. Introduction Battery runtime is a critical metric for portable electronic devices. Traditional runtime indicators (e.g., percentage remaining, time left) are hard estimates based on voltage, coulomb counting, and pre-defined discharge curves. However, user experience often suffers because these hard estimates fluctuate unpredictably — dropping suddenly under load or lingering at 1% for an hour.