In ExRBM, we analyze the fault mechanisms separately for machinery and its components and design diagnostic algorithms based on this analysis, enabling the diagnosis of machinery. The most commonly used single machinery in factories are rotational and reciprocating motion machinery, including motors, pumps, fans and blowers, centrifugal compressors, reciprocating compressors, and turbines, which are the primary targets of ExRBM. Even machinery with different purposes and functions, such as generators, which share a similar structure with motors, are subject to the same fault mechanisms.
Additionally, other factories consist of combinations of these machinery types. For instance, the Booster Feed Pump, comprised of a motor and a pump, can be diagnosed for overall faults by applying the respective fault mechanisms to each component. This versatility allows for the diagnosis of all machinery present in a factory. Moreover, algorithms analyzing fault mechanisms for each machinery component are integrated into the platform, enabling machinery diagnosis based on these algorithms. The platform covers components such as journal bearings, sliding bearings, simple gears, planetary gears, seals, couplings, belts, and others, making diagnosis possible for any component indicating faults. Furthermore, ExRBM includes a customization feature to add newly manufactured machinery to the platform for diagnosis, ensuring usability across any factory or process.