· Uninterrupted supply of electricity and heat is essential for human activities, especially, in remote regions with extremely cold climate such as Kazakhstan. Boilers underperformance and unexpected shutdown can lead to economic losses and damage to major equipment. For this reason, the reliability of the equipment must be taken into account for the .