The mixture design has been applied for the composition selection in several pharmaceutical research works [28–30], this present study initially introduced the mixture design to micro emulsion based biofuel production. Indirectly benefit from using the mixture design based on kinematic viscosity as significant criteria provides an opportunity that CJO, bio ethanol and palm oil based surfactant which are all bioproduct, can replace the fossil diesel up to 30%.