The extension of periods of storage of fruits of gourds is an urgent task processing industry. The most developed and available for injection is a method of dehydration of raw materials due to supply of heat transfer fluids. In addition to solid dry frame in raw materials is 80–90% water. In the period of moisture removal from raw material changes of thermal-physical and structural-mechanical and physicochemical characteristics. The ratio of water and dry matter in vegetative raw materials largely determines the modes of drying and storage conditions of the finished product. During drying, there are a number of limitations: the drying temperature should not exceed the degradation temperature of vitamins and proteins, and the magnitude of course, the moisture content of the product depends on the reaction prevention malonodinitrile sugars at the critical moisture content. An important problem of the drying of production is quality control stages of drying, the dynamics of which is quite difficult to describe using mathematical models. The main factors of optimization of industrial drying processes is preservation of valuable components of the feedstock, the drying time, energy and resource conservation. Development of effective control algorithm for the process of dehydration of raw materials described in the article on the example of drying of slices of melon. Experimental approach a two-stage process of drying of melon varieties Taman, the proposed regression model with the relaxation-based on humidity and content of vitamin C from the variable in time temperature and pressure, based on the available literature and own experimental data. According to the optimal control of the drying process to search for the thermobaric regime that maximizes the vitamin C content at the end of the drying, under specified conditions, the humidity. The main findings are the solution of the problem for the case of piecewise constant temperature and pressure in the separate N steps each 2 stages of experimental drying slices of melon.