It should detect, and it will. It’s not a complex device.
Your rads may be balanced - in that the lockshields have been adjusted for 12, or 20 degrees temperature drop above the radiator, but that probably isn’t enough.
When the TRV shuts off, the radiator is still hot and will then cool by...