Predictive maintenance has always been a critical aspect of managing industrial equipment. The goal is simple: to predict when maintenance should occur to prevent unexpected failures and extend the lifespan of machinery. Traditionally, this involved regular, scheduled maintenance or reactive fixes after a breakdown. However, the advent of artificial intelligence (AI) is revolutionizing this field,...