Summary: The problem of the combined estimation of reaction rates and unmeasured external disturbances for a biotechnological object is considered. The inverse dynamic bioreactor model and a regularization operator are used to solve the formulated problem. The proposed solution is robust even when the available measured process variables are corrupted by noise with unknown statistical characteristics.