Powering a remote circuit (operating at 5 VDC, 500 mA)
with AA Batteries at 500mA you only can expect 3-6 hours of lifetime...

&quot;with max current consumption of 500mA&quot;

is a bit vague, but to me it indicates, you need another power source concept or a measurement system which is more energy efficient