"Hey Siri" doesn’t run if iPad locked and Smart Cover Closed in iOS 11
This is a known issue with iOS 11. Currently there is no way to turn "Hey Siri" back on with the Smart Cover covering the iPad's screen.

Please provide feedback to Apple so the feature can be brought back in future releases of iOS 11.