The digital transformation of industrial operations has led to the adoption of smart refractory management systems. These systems leverage sensors, AI, and predictive analytics to monitor the condition of refractory linings in real-time. By assessing wear patterns, hot spots, and performance metrics, plant operators can make informed decisions regarding maintenance schedules, thereby extending the service life of linings and minimizing unplanned downtime. Robotics and automated gunning machines are also being deployed for the installation and repair of refractories, enhancing precision, safety, and speed in hazardous environments.
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