314 skills found · Page 1 of 11
h1st-ai / H1stPower Tools for AI Engineers With Deadlines
umbertogriffo / Predictive Maintenance Using LSTMExample of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Azure / Lstms For Predictive MaintenanceLSTMS for Predictive Maintenance
jiaxiang-cheng / PyTorch Transformer For RUL PredictionTransformer 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 estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.
Samimust / Predictive MaintenanceData Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
Charlie5DH / PredictiveMaintenance And Vibration ResourcesPapers and datasets for Vibration Analysis
firmai / DatageneDataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
kokikwbt / Predictive MaintenanceDatasets for Predictive Maintenance
Azure / AI PredictiveMaintenanceNo description available
nagdevAmruthnath / Predictive MaintenanceA notebook tutorial series for performing predictive maintenance using machine learning
archd3sai / Predictive Maintenance Of Aircraft EngineIn this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
lestercardoz11 / Fault Detection For Predictive Maintenance In Industry 4.0This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.
kpeters / Exploring Nasas Turbofan Datasetcollection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset
ashishpatel26 / Predictive Maintenance Using Machine Learning Microsoft CasestudyPredictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
Azure / PySpark Predictive MaintenancePredictive Maintenance using Pyspark
mapr-demos / Predictive MaintenanceDemonstration of MapR for Industrial IoT
mohyunho / N CMAPSS DLN-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)
awslabs / Predictive Maintenance Using Machine LearningSet up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker
Western-OC2-Lab / Vibration Based Fault Diagnosis With Low DelayPython 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 Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
HROlive / Applications Of AI For Predictive MaintenanceNvidia 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 anomalies to failure conditions.
