In the high-stakes world of petroleum and petrochemical processing, a leaking pump is rarely just a maintenance ticket—it is a signal of a systemic failure. For reliability engineers, the frustration often lies in the "revolving door" of pump repairs: a seal is replaced, the pump is restarted, and w