Valves frequently encounter various operational issues, the most common and severe being packing leakage. This problem not only leads to significant resource waste but also forces frequent plant shutdowns, resulting in high costs associated with energy loss. Furthermore, leaks involving sensitive materials can be corrosive or pose risks of fire, explosion, and equipment damage, leading to massive economic losses and safety hazards.