Predictive Maintenance
(การบำรุงรักษาเชิงทำนาย)
Definition
Predictive Maintenance (การบำรุงรักษาเชิงทำนาย) Hard Skill
Predictive Maintenance is the practice of using data analysis, sensors, and machine learning to anticipate equipment failures and perform maintenance before breakdowns occur, thereby minimizing downtime and reducing costs.
Expertise Level
Level 1
Basic
1. Understands basic concepts of maintenance and equipment lifecycle.
2. Can interpret simple sensor data and identify obvious signs of wear.
3. Familiar with common tools and software used in predictive maintenance.
Level 2
Intermediate
1. Can analyze sensor data to detect early signs of equipment degradation.
2. Applies condition monitoring techniques to schedule maintenance effectively.
3. Uses predictive models and software to forecast potential failures.
Level 3
Advanced
1. Designs and implements advanced predictive maintenance systems integrating IoT and AI technologies.
2. Optimizes maintenance schedules based on complex data analysis and risk assessment.
3. Leads continuous improvement initiatives to enhance equipment reliability and reduce operational costs.
