Sadly from personal experience, no, the general public does not know that coal power plants work by burning coal to boil water, and are horrified at how trashy the concept is.

High-key a great way to persuade them to support renewables. Associate coal with the image of people in underdeveloped countries burning fossil fuels in their own homes to exploit their own preconceived biases.