Research graph
References from Autoencoder-based anomaly root cause analysis for wind turbines. Local targets link to admitted publications; unresolved targets remain external evidence.
PHM based predictive maintenance optimization for offshore wind farms
2015 · External reference
Machine learning methods for wind turbine condition monitoring: a review
10.1016/j.renene.2018.10.047 · 2019 · External reference
Deep learning for fault detection in wind turbines
10.1016/j.rser.2018.09.012 · 2018 · External reference
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Evaluation of anomaly detection of an autoencoder based on maintenace information and SCADA-data
10.3390/en13051063 · 2020 · External reference
System-wide anomaly detection in wind turbines using deep autoencoders
10.1016/j.renene.2020.04.148 · 2020 · External reference
A multi-level-denoising autoencoder approach for wind turbine fault detection
10.1109/access.2019.2914731 · 2019 · External reference
Wind turbine fault detection using a denoising autoencoder with temporal information
10.1109/tmech.2017.2759301 · 2018 · External reference
Anomaly detection and fault analysis of wind turbine components based on deep learning network
10.1016/j.renene.2018.05.024 · 2018 · External reference
Wind turbine blade breakage monitoring with deep autoencoders
10.1109/tsg.2016.2621135 · 2018 · External reference
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Deep learning with knowledge transfer for explainable anomaly prediction in wind turbines
10.1002/we.2510 · 2020 · External reference
Feature selection algorithms for wind turbine failure prediction
10.3390/en12030453 · 2019 · External reference
A data-driven design for fault detection of wind turbines using random forests and xgboost
10.1109/access.2018.2818678 · 2018 · External reference
Why should i trust you?
10.1145/2939672.2939778 · 2016 · External reference
Learning important features through propagating activation differences
2017 · External reference
A unified approach to interpreting model predictions
2017 · External reference
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Structured denoising autoencoder for fault detection and analysis
2015 · External reference
10.1109/cns.2019.8802833
10.1109/cns.2019.8802833 · External reference
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A fast algorithm for the minimum covariance determinant estimator
10.1080/00401706.1999.10485670 · 1999 · External reference
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Adam: a method for stochastic optimization
2015 · External reference
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