After having reviewed, all the existing deterministic and stoxhastic models, being used currently, all over the world, to generate data for non conventional energy systems, a need was felt for appropriate mathematical models to generate solar radiation and wind speed for realistic operating conditions for energy systems, by mathematical equations characterizing the deterministic and the stochastic components of the long term measured records, specially from the point of view of our country, Pakistan.