Hello ashishkhandelwal2,
Thanks for reaching Microsoft Community.
When this issue happened, were there any extra peripherals connected to your device? If yes, disconnect them all, and leave your charger plugged in then confirm the tip is lit. If a battery icon appears on screen, the battery is drained and needs time to charge. But if it still won't boot, Force a shut down and restart your Surface. Also, see Surface shows a logo screen and Windows doesn't start (microsoft.com) for more troubleshooting guide.
Feel free to respond on this thread to let us know how it goes.