A Predictive Maintenance Concept for LVDC Power Electronics-Based Circuit Breakers Using Artificial Intelligence

Key Points

• To develop a predictive maintenance concept for LVDC power electronics-based circuit breakers using artificial intelligence.
• Utilized artificial intelligence algorithms for predicting failures.
• Analyzed various power electronics circuit breaker performance data.
• Developed a predictive maintenance framework for monitoring circuit status.
• Achieved a significant reduction in unexpected circuit failures.
• Enhanced reliability through improved prediction accuracy of maintenance needs.
• Demonstrated that AI can effectively monitor and maintain circuit breaker operations.