Most likely it needs enough time to charge to give the battery the boost it needs to power-up the device.
Help! My samsung chromebook won't turn on! I was using it until it was at 1 or 2 % and I took a sec to charge it, and then I tried turning on again. It didn't turn on, and I saw the power button blinking on and off?