Abstract. The efficiency of technological equipment workout is determined by urgency of its maintenance. Perspective method of urgent maintenance is based on control of equipment state variability. To analyse the condition of the equipment in the real-time proposed the virtual control of equipment state variability based on Neyman-Pearson criterion. The results of data processing of oil pump unit showed the ability to detect faults at an early stage of their occurrence.