@blr_p
@rajil.s
While the temperature effects the capacity, A ups indicator will show the wrong reading since most if not all UPS visual LED indicators show status of battery charge based on the battery voltage and higher the ambient temperature lower the battery voltage and vice versa.
For APC smart UPS there is a battery run time calibration, so that the UPS has a idea of when the battery runs out of juice, so that it can report a more truer charge state and as battery ages it again is out of sync with actual battery charge state, so one needs to run battery runtime calibration periodically if you want to the UPS to show a more realistic state of battery charge.
The visual indicators, battery caliberation does not have any effect on the back up time, for APC UPS the moment per battery voltages reaches 10.5v or lower the UPS will shut off.
If your UPS shows 35% load it means 280w. Since the UPS needs about 50w to run its self about 2amps. You will need a pair of 80ah battery for your load for 5hrs back up assuming you discharge it full 100%. But if you want to discharge it just 80%(for better battery life cycle) then you will need a pair 100AH battery