They can ask but they have no power beyond that.
They have zero power to demand ID.
Exactly this. We do not have compulsory ID schemes in this country, and the emergency powers do not require citizens to carry any form of ID with them. If the Police ask for ID and you have none, they cannot refuse you travel on that basis.