The device which can remove particulate matter present in the exhaust from a thermal power plant is:

The Electrostatic Precipitator (ESP) is the most widely used device in industries and thermal power plants. It can remove over $99\%$ of particulate matter from the exhaust gases by charging the dust particles and attracting them to grounded collection plates.