Steam Turbine Anomaly Detection: An Unsupervised Learning Approach Using Enhanced Long Short-Term Memory Variational Autoencoder
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Weiming, Zhang, Peng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection
by: Najafi, Seyed Amirhossein, et al.
Published: (2024)
by: Najafi, Seyed Amirhossein, et al.
Published: (2024)
Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey
by: Bulut, Mehmet
Published: (2021)
by: Bulut, Mehmet
Published: (2021)
Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting
by: Ward, Simon J., et al.
Published: (2024)
by: Ward, Simon J., et al.
Published: (2024)
Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks
by: Abdelli, Khouloud, et al.
Published: (2024)
by: Abdelli, Khouloud, et al.
Published: (2024)
Synthetic Electrogram Generation with Variational Autoencoders for ECGI
by: Gutiérrez-Fernández, Miriam, et al.
Published: (2025)
by: Gutiérrez-Fernández, Miriam, et al.
Published: (2025)
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
by: Mishra, Aditya, et al.
Published: (2025)
by: Mishra, Aditya, et al.
Published: (2025)
An Unsupervised Approach for Periodic Source Detection in Time Series
by: Demirel, Berken Utku, et al.
Published: (2024)
by: Demirel, Berken Utku, et al.
Published: (2024)
Calibrated Unsupervised Anomaly Detection in Multivariate Time-series using Reinforcement Learning
by: Sanami, Saba, et al.
Published: (2025)
by: Sanami, Saba, et al.
Published: (2025)
Short-Term Regional Electricity Demand Forecasting in Argentina Using LSTM Networks
by: Oviedo, Oscar A.
Published: (2025)
by: Oviedo, Oscar A.
Published: (2025)
Turbofan Engine Remaining Useful Life (RUL) Prediction Based on Bi-Directional Long Short-Term Memory (BLSTM)
by: Sherifi, Abedin
Published: (2024)
by: Sherifi, Abedin
Published: (2024)
Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks
by: Wang, Jingyi, et al.
Published: (2024)
by: Wang, Jingyi, et al.
Published: (2024)
Explainable Autoencoder-Based Anomaly Detection in IEC 61850 GOOSE Networks
by: Lozano-Paredes, Dafne, et al.
Published: (2026)
by: Lozano-Paredes, Dafne, et al.
Published: (2026)
Supervised Transfer Learning Framework for Fault Diagnosis in Wind Turbines
by: Weber, Kenan, et al.
Published: (2024)
by: Weber, Kenan, et al.
Published: (2024)
Adaptive NAD: Online and Self-adaptive Unsupervised Network Anomaly Detector
by: Yuan, Yachao, et al.
Published: (2024)
by: Yuan, Yachao, et al.
Published: (2024)
Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing
by: Islam, Md Zobaer, et al.
Published: (2023)
by: Islam, Md Zobaer, et al.
Published: (2023)
Fourier-KAN-Mamba: A Novel State-Space Equation Approach for Time-Series Anomaly Detection
by: Wang, Xiancheng, et al.
Published: (2025)
by: Wang, Xiancheng, et al.
Published: (2025)
Hybrid Pipeline SWD Detection in Long-Term EEG Signals
by: Rincon, Antonio Quintero, et al.
Published: (2025)
by: Rincon, Antonio Quintero, et al.
Published: (2025)
Approximating the Hotelling Observer with Autoencoder-Learned Efficient Channels for Binary Signal Detection Tasks
by: Granstedt, Jason L., et al.
Published: (2020)
by: Granstedt, Jason L., et al.
Published: (2020)
Leveraging Variational Autoencoders for Parameterized MMSE Estimation
by: Baur, Michael, et al.
Published: (2023)
by: Baur, Michael, et al.
Published: (2023)
Interpretable Short-Term Load Forecasting via Multi-Scale Temporal Decomposition
by: Jiang, Yuqi, et al.
Published: (2024)
by: Jiang, Yuqi, et al.
Published: (2024)
Short-Term Photovoltaic Forecasting Model for Qualifying Uncertainty during Hazy Weather
by: Yang, Xuan, et al.
Published: (2024)
by: Yang, Xuan, et al.
Published: (2024)
Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications
by: Schmalen, Laurent, et al.
Published: (2024)
by: Schmalen, Laurent, et al.
Published: (2024)
Conditional Electrocardiogram Generation Using Hierarchical Variational Autoencoders
by: Sviridov, Ivan, et al.
Published: (2025)
by: Sviridov, Ivan, et al.
Published: (2025)
Long-Term EEG Partitioning for Seizure Onset Detection
by: Chen, Zheng, et al.
Published: (2024)
by: Chen, Zheng, et al.
Published: (2024)
Novel Phase-Noise-Tolerant Variational-Autoencoder-Based Equalization Suitable for Space-Division-Multiplexed Transmission
by: Lauinger, Vincent, et al.
Published: (2025)
by: Lauinger, Vincent, et al.
Published: (2025)
Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV
by: González, Sergio, et al.
Published: (2024)
by: González, Sergio, et al.
Published: (2024)
Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels
by: Ott, Jonathan, et al.
Published: (2025)
by: Ott, Jonathan, et al.
Published: (2025)
Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage
by: Li, Xuyang, et al.
Published: (2024)
by: Li, Xuyang, et al.
Published: (2024)
Variational Learning ISTA
by: Massoli, Fabio Valerio, et al.
Published: (2024)
by: Massoli, Fabio Valerio, et al.
Published: (2024)
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
by: Georgis-Yap, Zakary, et al.
Published: (2023)
by: Georgis-Yap, Zakary, et al.
Published: (2023)
Fast-Powerformer: A Memory-Efficient Transformer for Accurate Mid-Term Wind Power Forecasting
by: Zhu, Mingyi, et al.
Published: (2025)
by: Zhu, Mingyi, et al.
Published: (2025)
Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging Infrastructure
by: Dehrouyeh, Fatemeh, et al.
Published: (2025)
by: Dehrouyeh, Fatemeh, et al.
Published: (2025)
On Using the Shapley Value for Anomaly Localization: A Statistical Investigation
by: Fang, Xubin, et al.
Published: (2025)
by: Fang, Xubin, et al.
Published: (2025)
Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach
by: Vuong, Tuan-Cuong, et al.
Published: (2024)
by: Vuong, Tuan-Cuong, et al.
Published: (2024)
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation
by: Imtiaz, Md Niaz, et al.
Published: (2025)
by: Imtiaz, Md Niaz, et al.
Published: (2025)
EB-GAME: A Game-Changer in ECG Heartbeat Anomaly Detection
by: Park, JuneYoung, et al.
Published: (2024)
by: Park, JuneYoung, et al.
Published: (2024)
Respiratory Anomaly Detection using Reflected Infrared Light-wave Signals
by: Islam, Md Zobaer, et al.
Published: (2023)
by: Islam, Md Zobaer, et al.
Published: (2023)
GCA-BULF: A Bottom-Up Framework for Short-Term Load Forecasting Using Grouped Critical Appliances
by: Yao, Yunhao, et al.
Published: (2026)
by: Yao, Yunhao, et al.
Published: (2026)
Condition Monitoring with Incomplete Data: An Integrated Variational Autoencoder and Distance Metric Framework
by: Ahang, Maryam, et al.
Published: (2024)
by: Ahang, Maryam, et al.
Published: (2024)
Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction
by: Choi, Jinho, et al.
Published: (2024)
by: Choi, Jinho, et al.
Published: (2024)
Similar Items
-
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection
by: Najafi, Seyed Amirhossein, et al.
Published: (2024) -
Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey
by: Bulut, Mehmet
Published: (2021) -
Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting
by: Ward, Simon J., et al.
Published: (2024) -
Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks
by: Abdelli, Khouloud, et al.
Published: (2024) -
Synthetic Electrogram Generation with Variational Autoencoders for ECGI
by: Gutiérrez-Fernández, Miriam, et al.
Published: (2025)