Well most likely you’d need a home base, an iPod thingy that houses the computer and storage and charges the pieces while in the box or something. The thing about OLEDs is that they have to be cheap by necessity, because they die out. OLED boardgame pieces should be disposable and priced accordingly.
Adding electromagnetic induction to the game board or playing surface might address any potential power issues.