Energy Supply (Electricity, Gas, Steam, Air Conditioning)
IntegrIA – Predictive Modelling for Structural Integrity
Energy Supply (Electricity, Gas, Steam, Air Conditioning)
IntegrIA – Predictive Modelling for Structural Integrity
Business Case
Develop AI models to predict failures in key components and optimise structural monitoring.
Objetivos
– Predict possible failures
– Adjust models based on real-time tension data
Use case
Casos de Uso
Infraestructura
Cloud;Hibrida
Tecnologías utilizadas
Tecnologías utilizadas
Datos utilizados
Synthetic time series from structural sensors.
imagen
imagen
Recursos utilizados
Data engineers and scientists.
Dificultades y aprendizaje
Real data access and simulation tuning were major hurdles.
KPIs (impacto en el negocio y métricas del modelo)
Increased component life, improved prediction precision.
Financiación
Financiación
Colaboradores
Nautilus, Navacel, Pinel, Ditrel, Kera-Coat, CoreMarine, Erreka, Ibermática, Innomat, Laulagun, Alerion, Glual, Hine, Tecnalia, CEIT, Cidetec.
multimedia
