Condition Based Maintenance
Condition Based Maintenance (CBM) is a maintenance strategy that uses real-time data from sensors and monitoring systems to assess the health of equipment and perform maintenance only when needed, based on actual condition indicators. It aims to predict failures before they occur by analyzing parameters like vibration, temperature, or pressure, thereby optimizing maintenance schedules and reducing downtime. This approach contrasts with time-based or reactive maintenance, focusing on data-driven decision-making to improve reliability and efficiency.
Developers should learn CBM when working on industrial IoT, predictive analytics, or asset management systems, as it enables the creation of software that processes sensor data to forecast equipment failures and automate maintenance alerts. It is particularly useful in manufacturing, energy, and transportation sectors where unplanned downtime is costly, helping to extend equipment lifespan and reduce operational expenses. By integrating CBM into applications, developers can build smarter, data-intensive solutions that enhance operational efficiency and support Industry 4.0 initiatives.