16 results found Sort:

h1st-ai
h1st h1st-ai
94
799
other
42
Power Tools for AI Engineers With Deadlines
automl avionics cold-start time-series data-science collaboration cybersecurity hacktoberfest explainability industrial-iot home-automation human-in-the-loop autonomous-vehicles energy-optimization predictive-maintenance datascience-environment trustworthy-datascience ensemble-machine-learning
Created 2020-08-13
817 commits to main branch, last one about a year ago
umbertogriffo
Predictive-Maintenance-using-LSTM umbertogriffo
238
640
mit
26
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
lstm keras timeseries keras-models deep-learning keras-tensorflow prediction-model deep-neural-networks lstm-neural-networks keras-neural-networks predictive-maintenance deep-learning-algorithms
Created 2017-09-05
31 commits to master branch, last one 9 months ago
jiaxiang-cheng
PyTorch-Transformer-for-RUL-Prediction jiaxiang-cheng
48
230
apache-2.0
3
Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life...
cmapss pytorch prediction transformer turbofan-engine remaining-useful-life predictive-maintenance pytorch-implementation
Created 2021-05-10
8 commits to master branch, last one 3 years ago
firmai
datagene firmai
23
199
unknown
5
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
finance encoding synthesizers decomposition model-checking synthetic-data data-structures similarity-score distance-measures testing-framework dataset-generation dataset-similarity similarity-measures data-transformations distance-calculations predictive-maintenance transformation-recipes synthetic-dataset-generation
Created 2020-05-09
144 commits to master branch, last one 2 years ago
archd3sai
Predictive-Maintenance-of-Aircraft-Engine archd3sai
45
133
unknown
2
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
cnn-keras regression classification rul-prediction feature-importance lstm-neural-networks predictive-maintenance similarity-based-model exponential-degradation
Created 2019-05-07
50 commits to master branch, last one 2 years ago
Charlie5DH
PredictiveMaintenance-and-Vibration-Resources Charlie5DH
28
128
unknown
3
Papers and datasets for Vibration Analysis
kaggle dataset vibration data-science documentation machine-learning predictive-analysis predictive-maintenance
Created 2021-07-25
59 commits to main branch, last one 7 months ago
kpeters
exploring-nasas-turbofan-dataset kpeters
26
125
gpl-3.0
3
collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset
nasa cmapss turbofan-engine predictive-maintenance
Created 2020-08-08
23 commits to master branch, last one 3 years ago
lestercardoz11
fault-detection-for-predictive-maintenance-in-industry-4.0 lestercardoz11
40
118
unknown
3
This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.
svm kmeans python autoencoder ball-bearing random-forest isolation-forest jupyter-notebook lstm-autoencoder machine-learning gaussian-distribution predictive-maintenance artificial-neural-networks principal-component-analysis
Created 2020-04-29
17 commits to master branch, last one 3 years 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
mohyunho
N-CMAPSS_DL mohyunho
9
77
apache-2.0
5
N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
cmapss c-mapss ncmapss n-cmapss new-cmapss prognostics deep-learning rul-prediction turbofan-engine machine-learning remaining-useful-life predictive-maintenance remaining-useful-life-prediction
Created 2022-01-12
15 commits to main branch, last one about a year ago
awslabs
aws-fleet-predictive-maintenance awslabs
32
65
apache-2.0
11
Predictive Maintenance for Vehicle Fleets
fleets vehicles sagemaker automobile predictive maintenance aws-sagemaker deep-learning sagemaker-example predictive-maintenance
Created 2020-07-07
27 commits to mainline branch, last one about a year ago
Western-OC2-Lab
Vibration-Based-Fault-Diagnosis-with-Low-Delay Western-OC2-Lab
18
62
mit
2
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Meas...
industry-4 fault-detection fault-diagnosis wavelet-analysis fourier-transform signal-processing vibration-analysis smart-manufacturing signal-decomposition industrial-automation predictive-maintenance
Created 2022-08-11
54 commits to main branch, last one 6 months ago
Yi-Chen-Lin2019
Predictive-maintenance-with-machine-learning Yi-Chen-Lin2019
13
52
mit
1
This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.
svm tpot python battery crisp-dm industry-4 regression ball-bearing classification svm-classifier machine-learning anomaly-detection failure-detection regression-algorithms remaining-useful-life predictive-maintenance classification-algorithm automated-machine-learning
Created 2022-01-15
14 commits to master branch, last one 2 years ago
SAP-samples
btp-ai-sustainability-bootcamp SAP-samples
27
44
apache-2.0
19
This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Techno...
sample sample-code sap-ai-core sac-planning deep-learning sustainability computer-vision defect-detection machine-learning sap-ai-launchpad image-segmentation sap-analytics-cloud condition-monitoring sound-classification predictive-maintenance
Created 2022-02-14
948 commits to opensap-freetier branch, last one about a month ago
HROlive
Applications-of-AI-for-Predictive-Maintenance HROlive
14
41
unknown
3
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomali...
lstm keras numpy pandas python rapids time-series deep-learning machine-learning predictive-maintenance
Created 2023-01-18
18 commits to main branch, last one 6 months ago
mohyunho
NAS_transformer mohyunho
6
40
apache-2.0
2
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
cmapss ngboost prognostics transformers rul-prediction predictive-maintenance evolutionary-algorithms evolutionary-computation transformer-architecture neural-architecture-search prognostics-health-management remaining-useful-life-prediction
Created 2022-12-07
18 commits to main branch, last one about a year ago