We computationally predict the performance of the sensor array for anomaly detection in the fruit ripening room by: defining the sensing task. We specify the probability distributionf of gas compositions we expect to encounter in a fruit ripening room under both normal and anomalous conditions (defined with respect to CO 2 and C 2 H 4 concentrations).