An adaptive approach to the identification of nonstationary technological processes with Markov parameters is put forward, which relies on the use of the local identification in the problems of stochastic control. A two-loop system of adaptive control with a group of experts (decision-makers) in the outer loop is considered, which accounts for specific features of the applied field of investigations.