This paper is devoted to a tutorial introduction to a sample set of operati
onal planning problems which have been successfully solved using artificial
neural networks. The problems treated include unit commitment, economic, e
nvironmental and dynamic dispatching, generation expansion planning, and ma
intenance scheduling. It is learned that while some applications involved t
he celebrated back propagation network, the majority of reported applicatio
ns involve the Hopfield-Tank neural network.