In the power industry, equipment breakdowns and downtime always lead to a sharp increase in unplanned costs. This includes both repair costs and network operator fines. In some cases, funds are also required to compensate for human harm.
A number of companies offer solutions to these problems. But they all rely on human expertise. However, humans are unable to analyze more than 7-10 parameters simultaneously. And in a complex, for example, when analyzing a turbine or a compressor, this approach falls short. Moreover, the expertise some companies possess is limited only to their own equipment.