Based on experimental studies of decomposition of phenolic compounds in aqueous media (for example, bisphenol-A), are constructed and analyzed neural network regression models, reducing the concentration of phenolic pollutants under the influence of physical and chemical factors, similar to the natural (ultraviolet radiation, hydrogen peroxide and ferric chloride (III)) to address control problems obesfenolivaniya wastewater mining enterprises, specialized-regulating underground coal mining.