Studies focused to the most environmentally friendly technologies for motor vehicle propulsion: hybrid propulsion systems with a thermal engine and fuel cell. We also design and develop special vehicles to include these technologies as well as carrying out mathematical modelling and simulation to optimise the final product, and make a comparison with the use of alternative fuels: bio-fuels, natural gas and hydrogen.