Mining and washing mills are critical to ore crushing, grinding and cleaning in mining and building materials, directly affecting efficiency, quality and costs. Current practice relies on manual inspection and reactive repair, with delayed monitoring, weak fault identification, imprecise energy management, high O&M costs and safety risks. Undetected gearbox or bearing abnormalities can cause shutdowns. Designed for heavy dust, vibration and loads, this solution addresses poor environmental compatibility, delayed detection, inefficient O&M, difficult oil management and data silos, enabling predictive maintenance and providing lifecycle support for stable, efficient and safe production.