
Before the spreadsheet
Two numbers start everything
Every ride-through spec reduces to a power figure and a time window. The grid needs 1–90 minutes to ramp generation; your load trips in milliseconds. Everything inside that gap is storage you have to engineer — and the smaller the window, the more a capacitor's physics works in your favor.
The five steps below assume an LIC (lithium-ion capacitor) module string, because the millisecond-to-second tier is where LIC wins on energy per size and cycle class.
The five steps
Window, bus, math, balancing, heat
Define the ride-through window
How long must the bus hold, and how deep is the transient? Millisecond events (1–50 ms) are pure LIC territory; seconds-to-minutes bridging stacks LIC modules ahead of a BBU or genset.
Map the bus voltage window
Set V-max at the charger output and V-min at the lowest voltage your load still regulates at. The wider the droop you accept, the more stored energy you can actually sweep out of the capacitors.
Compute capacitance and count
Energy swept per module is ½ C (V²max − V²min). Divide demand by usable module energy — after depth-of-discharge, ESR and conversion losses — and round up.
Choose balancing
Passive or resistive balancing suits strings that float most of their life. Active balancing earns its keep on hard-cycling racks — and keep the standby draw in mind: our boards sleep below 20 µA.
Check the thermal margin
ESR heat at your RMS current sets the temperature rise. Confirm airflow path and cell spacing — forced-air builds open 3 mm air ducts between cells — and verify the −40 °C end if cold starts are in scope.
Worked example
A 120 kW rack riding through 500 ms
GB300-class shelves peak around 120 kW. Say the rack must ride through a 500 ms sag with no BBU behind the modules — here is the whole calculation in six rows.
| Step | Value |
|---|---|
| Rack transient power | 120 kW |
| Ride-through window | 500 ms = 0.5 s |
| Energy demand | 120 kW × 0.5 s = 60 kJ |
| Module swept energy | ½ × 166 F × (48.6² − 38²) V² ≈ 76 kJ |
| Usable after derate (DoD + ESR + conversion ≈ 50%) | ≈ 38 kJ per module |
| Module count | 60 ÷ 38 ≈ 1.6 → 2 × RackBridge 48V in parallel |
The same table re-runs in any direction: halve the window and a single module carries the load with margin; stretch it to 2 s and the rack wants a battery BBU tier behind the modules — which is exactly how three-tier AI power stacks are built. Drop the final count onto a catalog module such as the RackBridge 48V, or take a non-standard bus to the custom route — samples ship 2–10 pcs with test reports.
Sizing FAQ
Four questions that follow the math

Check our homework
Run your numbers, then send them.
A five-row table is enough for a 48-hour engineering reply — we will check your window, your derates and your module count, and return a cell-level quote.