Color-coded power indicators show when an FCV shifts from single-source output to combined fuel cell and battery power.
A fixed primary energy rail lets driverless transport vehicles climb height transitions at throughput speed without onboard hoisting complexity.
Future temperature prediction and battery-to-battery charging secure startup power in cold parking conditions while avoiding battery damage.
Adaptive filtering derives G and H from real-time voltage and current data to estimate battery state accurately with low computing cost.
Filtering and latching battery reports creates stable time-to-empty and distance-to-empty values for multi-battery marine propulsion.
Pre-entry energy checks use parking lot maps and predicted travel time to keep low-charge vehicles from blocking automated parking flow.
Route-based thermal prediction pre-cools the high-voltage battery to preserve cabin cooling capacity and reduce energy use.
Ground contact sensors narrow UAV target areas and prioritize routes to cut flight time and battery use in large-area soil and plant tasks.
Smoothed TTE and DTE updates reduce noisy multi-battery range estimates in electric marine propulsion displays.