3240 hours
Reasonable load range: 1620 hours to 8100 hours
Calculation
18,000Wh × 90% usable efficiency ÷ (5W × 100% duty cycle) = 3240.00 hours.
What can change the result
Actual device wattage, battery age, ambient temperature, inverter standby draw, conversion losses, power-factor behavior and cycling frequency can all reduce or extend runtime.
Check output before connecting
The battery or UPS needs at least 10W continuous capability and about 12W surge capability. Watt-hours alone do not prove compatibility.