Assesing the Viability of Unsupervised Learning with Autoencoders for Predictive Maintenance in Helicopter Engines
Fuente:
arXiv
Guardado en:
| Autores principales: | Sánchez, P., Reyes, K., Radu, B., Fernández, E. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Early Fault Detection on CMAPSS with Unsupervised LSTM Autoencoders
por: Sánchez, P., et al.
Publicado: (2026)
por: Sánchez, P., et al.
Publicado: (2026)
LSTM VS. Feed-Forward Autoencoders for Unsupervised Fault Detection in Hydraulic Pumps
por: Sánchez, P., et al.
Publicado: (2026)
por: Sánchez, P., et al.
Publicado: (2026)
Using Federated Machine Learning in Predictive Maintenance of Jet Engines
por: Barbosa, Asaph Matheus, et al.
Publicado: (2025)
por: Barbosa, Asaph Matheus, et al.
Publicado: (2025)
Deep Autoencoders for Unsupervised Anomaly Detection in Wildfire Prediction
por: Üstek, İrem, et al.
Publicado: (2024)
por: Üstek, İrem, et al.
Publicado: (2024)
Unveiling Multiple Descents in Unsupervised Autoencoders
por: Rahimi, Kobi, et al.
Publicado: (2024)
por: Rahimi, Kobi, et al.
Publicado: (2024)
Unsupervised Feature Selection via Robust Autoencoder and Adaptive Graph Learning
por: Yu, Feng, et al.
Publicado: (2025)
por: Yu, Feng, et al.
Publicado: (2025)
Towards Unsupervised Causal Representation Learning via Latent Additive Noise Model Causal Autoencoders
por: Ong, Hans Jarett J., et al.
Publicado: (2025)
por: Ong, Hans Jarett J., et al.
Publicado: (2025)
Multimodal Learning for Embryo Viability Prediction in Clinical IVF
por: Kim, Junsik, et al.
Publicado: (2024)
por: Kim, Junsik, et al.
Publicado: (2024)
PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders
por: Xie, Tianyu, et al.
Publicado: (2025)
por: Xie, Tianyu, et al.
Publicado: (2025)
CL-MAE: Curriculum-Learned Masked Autoencoders
por: Madan, Neelu, et al.
Publicado: (2023)
por: Madan, Neelu, et al.
Publicado: (2023)
Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders
por: Ansari, Md. Faizul Islam
Publicado: (2025)
por: Ansari, Md. Faizul Islam
Publicado: (2025)
Mode-Aware Non-Linear Tucker Autoencoder for Tensor-based Unsupervised Learning
por: Zheng, Junjing, et al.
Publicado: (2025)
por: Zheng, Junjing, et al.
Publicado: (2025)
Unsupervised Out-of-Distribution Detection by Restoring Lossy Inputs with Variational Autoencoder
por: Zeng, Zezhen, et al.
Publicado: (2023)
por: Zeng, Zezhen, et al.
Publicado: (2023)
Autoencoded UMAP-Enhanced Clustering for Unsupervised Learning
por: Chavooshi, Malihehsadat, et al.
Publicado: (2025)
por: Chavooshi, Malihehsadat, et al.
Publicado: (2025)
Diffusion-based Planning with Learned Viability Filters
por: Ioannidis, Nicholas, et al.
Publicado: (2025)
por: Ioannidis, Nicholas, et al.
Publicado: (2025)
PICore: Physics-Informed Unsupervised Coreset Selection for Data Efficient Neural Operator Training
por: Satheesh, Anirudh, et al.
Publicado: (2025)
por: Satheesh, Anirudh, et al.
Publicado: (2025)
Predictive Maintenance of Electric Motors Using Supervised Learning Models: A Comparative Analysis
por: Baradaran, Amir Hossein
Publicado: (2025)
por: Baradaran, Amir Hossein
Publicado: (2025)
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
por: Gopalakrishnan, Anand, et al.
Publicado: (2024)
por: Gopalakrishnan, Anand, et al.
Publicado: (2024)
Multivariate Data Augmentation for Predictive Maintenance using Diffusion
por: Thompson, Andrew, et al.
Publicado: (2024)
por: Thompson, Andrew, et al.
Publicado: (2024)
Artificial Intelligence Based Predictive Maintenance for Electric Buses
por: Ercevik, Ayse Irmak, et al.
Publicado: (2025)
por: Ercevik, Ayse Irmak, et al.
Publicado: (2025)
On the Tunability of Random Survival Forests Model for Predictive Maintenance
por: Yardımcı, Yigitcan, et al.
Publicado: (2025)
por: Yardımcı, Yigitcan, et al.
Publicado: (2025)
Towards an extension of Fault Trees in the Predictive Maintenance Scenario
por: De Fazio, Roberta, et al.
Publicado: (2024)
por: De Fazio, Roberta, et al.
Publicado: (2024)
Fault Analysis And Predictive Maintenance Of Induction Motor Using Machine Learning
por: Venkatesh, Kavana, et al.
Publicado: (2024)
por: Venkatesh, Kavana, et al.
Publicado: (2024)
Quantization Impact on the Accuracy and Communication Efficiency Trade-off in Federated Learning for Aerospace Predictive Maintenance
por: Loukili, Abdelkarim
Publicado: (2026)
por: Loukili, Abdelkarim
Publicado: (2026)
Short-Horizon Predictive Maintenance of Industrial Pumps Using Time-Series Features and Machine Learning
por: Alghtus, Khaled M. A., et al.
Publicado: (2025)
por: Alghtus, Khaled M. A., et al.
Publicado: (2025)
Cleaning Maintenance Logs with LLM Agents for Improved Predictive Maintenance
por: Dimidov, Valeriu, et al.
Publicado: (2025)
por: Dimidov, Valeriu, et al.
Publicado: (2025)
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection
por: Liao, Jing-Xiao, et al.
Publicado: (2022)
por: Liao, Jing-Xiao, et al.
Publicado: (2022)
Quorum: Zero-Training Unsupervised Anomaly Detection using Quantum Autoencoders
por: Ludmir, Jason Zev, et al.
Publicado: (2025)
por: Ludmir, Jason Zev, et al.
Publicado: (2025)
Unsupervised Atomic Data Mining via Multi-Kernel Graph Autoencoders for Machine Learning Force Fields
por: Sun, Hong, et al.
Publicado: (2025)
por: Sun, Hong, et al.
Publicado: (2025)
Predictive Maintenance Optimization for Smart Vending Machines Using IoT and Machine Learning
por: Hasan, Md. Nisharul
Publicado: (2025)
por: Hasan, Md. Nisharul
Publicado: (2025)
MTS-DMAE: Dual-Masked Autoencoder for Unsupervised Multivariate Time Series Representation Learning
por: Xu, Yi, et al.
Publicado: (2025)
por: Xu, Yi, et al.
Publicado: (2025)
Research on Milling Machine Predictive Maintenance Based on Machine Learning and SHAP Analysis in Intelligent Manufacturing Environment
por: Zhao, Wen, et al.
Publicado: (2025)
por: Zhao, Wen, et al.
Publicado: (2025)
Model Compression Engine for Wearable Devices Skin Cancer Diagnosis
por: Delgado-López, Jacob M., et al.
Publicado: (2025)
por: Delgado-López, Jacob M., et al.
Publicado: (2025)
Is Supervised Learning Really That Different from Unsupervised?
por: Allerbo, Oskar, et al.
Publicado: (2025)
por: Allerbo, Oskar, et al.
Publicado: (2025)
MsFormer: Enabling Robust Predictive Maintenance Services for Industrial Devices
por: Zhou, Jiahui, et al.
Publicado: (2026)
por: Zhou, Jiahui, et al.
Publicado: (2026)
Conformal Load Prediction with Transductive Graph Autoencoders
por: Luo, Rui, et al.
Publicado: (2024)
por: Luo, Rui, et al.
Publicado: (2024)
Spiking Neural Networks for Low-Power Vibration-Based Predictive Maintenance
por: Vasilache, Alexandru, et al.
Publicado: (2025)
por: Vasilache, Alexandru, et al.
Publicado: (2025)
Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization
por: Massiani, Pierre-François, et al.
Publicado: (2025)
por: Massiani, Pierre-François, et al.
Publicado: (2025)
Hybrid Quantum-Classical Autoencoders for Unsupervised Network Intrusion Detection
por: Rasyidi, Mohammad Arif, et al.
Publicado: (2025)
por: Rasyidi, Mohammad Arif, et al.
Publicado: (2025)
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection
por: Najafi, Seyed Amirhossein, et al.
Publicado: (2024)
por: Najafi, Seyed Amirhossein, et al.
Publicado: (2024)
Ejemplares similares
-
Early Fault Detection on CMAPSS with Unsupervised LSTM Autoencoders
por: Sánchez, P., et al.
Publicado: (2026) -
LSTM VS. Feed-Forward Autoencoders for Unsupervised Fault Detection in Hydraulic Pumps
por: Sánchez, P., et al.
Publicado: (2026) -
Using Federated Machine Learning in Predictive Maintenance of Jet Engines
por: Barbosa, Asaph Matheus, et al.
Publicado: (2025) -
Deep Autoencoders for Unsupervised Anomaly Detection in Wildfire Prediction
por: Üstek, İrem, et al.
Publicado: (2024) -
Unveiling Multiple Descents in Unsupervised Autoencoders
por: Rahimi, Kobi, et al.
Publicado: (2024)