Surprised nobody uses li-poly's yet, small ,light and large capacity.. Same as used in many cell phone and laptops.. I fly rc electric planes... Each cell is 3.7 volts and a 3 cell 11.1 volts, 2100 mah's only weigh less than 4 oz.
Also batteries hooked in series (+ to- -to +) double the voltage.. Batteries in parallel (+ to+ - to - ) the voltage stay the same but the continuous Ah's( amp hours)( how many amps can be drawn at one time) and mah doubles.. So it depend on how the batteries are hooked into the circuts of the detector..
( power consumpsion of the detector in Ah's is like the milage you get in you car)
(Mah's = milli amp hours or the capacity of the battery think of it like how much gas you can put in your car gas tank..)
So it depend on how many amp hours the detector uses (Power consumpsion) to how long the batteries will last until the voltage drop off shows low level on the battery meter..
Most batteries lose 1 to 2 volt immediately in use and then stabilize at a working voltage..
Hope this info will help..