[Jay Kickliter] built his own coin cell battery ... 50 mAh while the disposable CR2032 offers something along the lines of 240 mAh. Hopefully this will change as battery tech evolves.
Then, remove both the cover and the battery. You'll need to replace it with a fresh CR2032 lithium 3V coin battery available. These batteries are widely available at many stores and online.