 For example, a billion kilograms of cyclohexanone are produced annually by aerobic oxidation of cyclohexane.Acetone is prepared by air-oxidation of cumene.For specialized or small scale organic synthetic applications, ketones are often prepared by oxidation of secondary alcohols