7 results found Sort:

hustcxl
Deep-learning-in-PHM hustcxl
103
415
mit
13
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
phm rul deep-learning fault-diagnosis health-management
Created 2019-11-01
88 commits to master branch, last one 3 years ago
liguge
Journals-of-Prognostics-and-Health-Management liguge
38
293
unknown
6
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
phm deep-learning fault-diagnosis machine-learning artificial-intelligence intelligent-fault-diagnosis prognostics-and-health-management
Created 2022-06-16
173 commits to gh-pages branch, last one 2 months ago
liguge
Fault-diagnosis-for-small-samples-based-on-attention-mechanism liguge
12
201
unknown
2
基于注意力机制的少量样本故障诊断 pytorch
phm small-sample deep-learning fault-diagnosis machine-learning intelligent-fault-diagnosis
Created 2021-07-05
108 commits to main branch, last one about a year ago
CHAOZHAO-1
DG-PHM CHAOZHAO-1
28
197
unknown
3
This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测，持续更新)
phm fault domain dataset transfer benchmark diagnosis prognosis generalization
Created 2023-02-03
261 commits to main branch, last one 13 days ago
kokikwbt
predictive-maintenance kokikwbt
30
103
mit
3
Datasets for Predictive Maintenance
phm anomaly automation industry-4 degradation forecasting time-series time-to-event ai-engineering event-to-event run-to-failure machine-learning anomaly-detection survival-analysis time-series-analysis remaining-useful-life run-to-failure-models predictive-maintenance condition-based-maintenance prognosis-and-health-management
Created 2021-11-01
32 commits to main branch, last one about a year ago
eleGAN23
HyperNets eleGAN23
7
53
mit
4
Hypercomplex Neural Networks with PyTorch
phc phm pytorch hypercomplex hypercomplex-algebra lightweight-convolution hypercomplex-convolution efficient-neural-networks lightweight-neural-network quaternion-neural-networks parameterize-neural-network hypercomplex-neural-networks convolutional-neural-networks hypercomlpex-parameterization parameterize-hypercomplex-layer
Created 2021-10-05
49 commits to main branch, last one about a year ago
foryichuanqi
RESS-Paper-2022.09-Remaining-useful-life-prediction-by-TaFCN foryichuanqi
2
49
unknown
3
The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of CMAPSS dataset. Signal selection, Attention mechanism, and Inte...
fcn phm keras cmapss tensorflow interpretability attention-mechanism remaining-useful-life-prediction
Created 2022-09-13
82 commits to main branch, last one about a year ago