If it uses so little power...
Is charging the battery using solar power, like an old-style pocket calculator, practical? Just embed a few tens of square centimeters of cells under plastic on the edge of the keyboard. As a bonus, that means you don't have to permit anybody to open the thing ever, which grants you the ability to make it waterproof.