maintenance-optimization

Monitoring various parameters such as temperature, pressure, and vibration, the system detects early signs of malfunction. It helps reduce downtime, optimize maintenance schedules, and enhance equipment lifespan, resulting in cost savings and improved operational efficiency.

Thermal performance, fouling degradation, maintenance optimization, and sensor-based condition estimation for a shell-and-tube heat exchanger.

Repair-Aware Survival Analysis: Multi-domain maintenance optimization with NASA CMAPSS & SECOM validation.

Calculadora avanzada de confiabilidad industrial (MTBF/MTTR) con motor de recomendaciones basado en lógica experta y visualización de la curva de la bañera. Diseñada para la optimización de la disponibilidad de activos en entornos IIoT.

End-to-end predictive maintenance system combining adaptive health monitoring, anomaly detection, probabilistic RUL prediction, failure risk estimation, drift detection, and reliability-aware maintenance decisions.