"In this market, coal is king," Cramer said Tuesday. "Right now the price of coal is rising here in the U.S. thanks to the economic recovery along with the new environment regulations that are restricting supply."

The "Mad Money" host said coal is also being helped by increased demand from developing countries, including China and India. Both countries are currently constructing new coal-burning power plants. Cramer said on average, the People's Republic is building one new coal plant a week.