Battery Cycle Life Calculator

Estimate cycle count, energy throughput and lifespan for a chosen depth of discharge.
Cycle Life & Lifespan

Depth of Discharge → Cycles

Cycles(DoD) ≈ Nrated × DoDrated / DoD  •  Throughput = Nrated × DoDrated × Capacity
3000@80%, use 50%
3000@80%, use 80%
Lead-acid 600@50%
cycles
%
kWh
%
/day
Enter values and press Calculate.

How Depth of Discharge Sets Cycle Life

Batteries are rated for a number of cycles to a given depth of discharge (DoD) — for example 3000 cycles at 80% DoD before capacity falls to 80% of new. Shallow cycles are gentler, so using less of the battery each cycle gives many more cycles. A robust, transparent way to estimate this is energy-throughput equivalence: the battery can deliver roughly the same total lifetime energy regardless of how you slice it, so halving the DoD roughly doubles the cycle count.

QuantityFormula
Lifetime throughputElife = Nrated × (DoDrated/100) × Capacity
Cycles at your DoDN = Nrated × DoDrated / DoD
Calendar lifeYears = N / (cycles/day × 365)
Equivalent full cyclesN × DoD / 100

This throughput model is a conservative estimate; real manufacturer curves often show even more cycles at low DoD, because shallow cycling stresses the electrodes less than throughput alone predicts. Calendar ageing (time, temperature, and average state of charge) also limits life independently of cycling — a battery cycled very gently will still age over years.

Real-World Applications & Examples

Worked examples

1. 3000 cycles @ 80% DoD, use 50%. N=3000×80/50=4800 cycles — shallower cycling extends life.
2. Use the full 80%. N=3000×80/80=3000 cycles as rated.
3. Lifetime throughput. 3000×0.8×10 kWh=24 MWh total energy through the pack.
4. Calendar life at 1 cycle/day. Example 1: 4800/365=13.2 years (if calendar ageing does not limit it first).
5. Lead-acid. 600 cycles @ 50% DoD, used at 50%: 600 cycles, or about 1.6 years at 1/day — far fewer than lithium.
6. Deep daily cycling. Using 100% DoD on the same 3000@80% cell gives N=3000×80/100=2400 cycles — deep discharges cost lifespan.

Frequently Asked Questions

What is battery cycle life?

Cycle life is the number of charge-discharge cycles a battery can perform before its usable capacity falls to a defined level, commonly 80% of the original. It is always quoted alongside a depth of discharge.

How does depth of discharge affect cycle life?

Shallower cycles are far gentler, so using less of the battery each cycle gives many more cycles. As a rule of thumb, halving the depth of discharge roughly doubles the cycle count.

What is energy throughput?

It is the total energy that passes through a battery over its life: cycles × depth of discharge × capacity. Throughput stays roughly constant regardless of how deeply you cycle, which is why shallow cycling yields more cycles.

Is the cycles ∝ 1/DoD rule exact?

No, it is a conservative estimate based on constant energy throughput. Real manufacturer data often shows even more cycles at low DoD, because shallow cycling stresses the electrodes less than throughput alone would suggest.

How many cycles does a lithium battery last?

Typical Li-ion gives 1000–3000 cycles and LiFePO4 3000–6000+ cycles to 80% capacity at moderate DoD, versus only 300–800 for lead-acid. Exact numbers depend on chemistry, DoD and temperature.

What DoD should I use for long life?

Limiting DoD to about 50–80% greatly extends cycle life for lithium, and 50% or less is common for lead-acid. The trade-off is that you use less of the battery each cycle, so you may need a larger pack.

What is calendar ageing?

Batteries also degrade with time, temperature and average state of charge, independent of cycling. A lightly-cycled battery will still lose capacity over years, so calendar life can limit lifespan before cycle life does.

How do I estimate lifespan in years?

Divide the estimated cycles by how many cycles you do per day and by 365: Years = N / (cycles per day × 365). One cycle a day of a 4800-cycle pack is about 13 years, if calendar ageing allows.

Does temperature affect cycle life?

Strongly. High temperatures accelerate degradation, roughly halving life for each 10 °C above the ideal range, while very cold charging can cause lithium plating. Keeping the battery cool and moderate extends life.

What is an equivalent full cycle?

It normalises partial cycles to full ones: two 50% discharges count as one equivalent full cycle. It lets you compare mixed shallow and deep usage against a full-cycle rating.

Does fast charging reduce cycle life?

Yes, somewhat. High charge and discharge rates generate heat and stress that accelerate ageing, so frequent fast charging typically reduces the number of usable cycles compared with slow charging.

How can I maximise battery cycle life?

Use a moderate depth of discharge, avoid extreme states of charge (keep between ~20–80%), keep the battery cool, and avoid unnecessary fast charging. Together these can multiply the usable lifespan.

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