Welcome to Android Central! Which tablet? It's possible the Power button is faulty and stuck in a pressed state. Are you able to force a shutoff by pressing and holding Power for about 20 seconds? (If it's a Samsung tablet, then press and hold Power and Vol Down for about 20 seconds.)