Biblioteca IA industrial
IA Industrial
Coleccion curada de whitepapers y estudios tecnicos para soportar decisiones de implantacion con criterio industrial.
Mantenimiento
Predictive Maintenance in Industry 4.0
Estado del arte de PdM en IoT industrial y recomendaciones para implementacion orientada a impacto.
Decision-Oriented Prognostics
Marco para convertir prediccion de fallo en decisiones de mantenimiento accionables.
An Attention-Augmented BiLSTM-LSTM Framework with Adaptive Noise for Turbofan Engine Remaining Useful Life Prediction
Abstract Unplanned failures of aircraft engines pose severe threats to flight safety and result in substantial economic losses, making accurate prognostic maintenance critical for the aviation industry. To address the ch...
Proceedings of the 3rd edition of the International e-Health Forum 2024
2025 at the Mohammed VI University of Health Sciences (UM6SS) in Casablanca.Held under the High Patronage of His Majesty King Mohammed VI, the event was co-organized by the Mohammed VI Foundation for Health and the e-Hea...
A Systematic Review of Symbolic Aggregate Approximation (SAX)
Time series data can be analyzed through various techniques to tackle classification or regression tasks. Symbolic Aggregate Approximation (SAX) is one such technique used for time series data reduction that converts the...
Data-Resilient Condition Monitoring of Gearbox using Adaptive Bayesian Regression
Estudio tecnico aplicado a entorno industrial y operaciones de planta.
Deep Learning Methods in Energy Systems: A Renewable Energy Perspective
This paper presents a comprehensive review of deep learning applications in energy systems with a particular focus on renewable-energy-based power systems. The rapid deployment of photovoltaic (PV) and wind generation in...
Remaining useful life prediction method based on gated dilation causal convolution
Rolling bearings are a crucial element of rotating mechanical equipment. Therefore, predicting the remaining useful life (RUL) of this equipment is vital. Monitoring data for rolling bearing operation usually consists of...
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У Ñтатті розглÑнуто проблему Ð·Ð½Ð¸Ð¶ÐµÐ½Ð½Ñ ÑкоÑÑ‚Ñ– моделей машинного Ð½Ð°Ð²Ñ‡Ð°Ð½Ð½Ñ Ð´Ð»Ñ Ð²Ñ–Ð±Ñ€Ð¾Ð´Ñ–Ð°Ð³Ð½Ð¾Ñтики вузлів мобільних машин за умов доменного зÑуву (зміна режимів роботи, навантаженнÑ, Ñтендових/польових умов, датчиків) та шуму ...
A Multimodal Time-Frequency Fusion Architecture for FaultDiagnosis in Rotating Machinery
Accurate fault diagnosis of rotating machinery in complex industrial environments demands an optimal trade-off between feature representation capability and computational efficiency. Existing single-modality models relyi...
Service-Oriented Architecture for Decision Support in Industrial Life-Cycle Management: Design, Implementation, and Evaluation
Manufacturing enterprises face increasing complexity in managing the complete life cycle of production systems, requiring integration of information from diverse sources to support timely maintenance, diagnostics, and op...
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Cuentanos tu caso
Convertimos retos operativos complejos en planes de IA ejecutables, con integracion real en planta y resultados trazables desde el primer sprint.
Explicanos tu escenario actual y te devolvemos una propuesta tecnica viable con alcance, datos criticos, arquitectura de despliegue y hoja de ruta de impacto.
- Diagnostico inicial del caso de uso
- Revision de datos e integracion OT/IT
- Estimacion de impacto y roadmap de implantacion