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29 search results found

Power Tools for AI Engineers With Deadlines

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Datagene ⭐ 170

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

Predictive Maintenance ⭐ 56

Datasets for Predictive Maintenance

Predictive Maintenance Of Aircraft Engine ⭐ 54

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Btp Ai Sustainability Bootcamp ⭐ 28

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 Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

Matrixprofile.jl ⭐ 28

Time-series analysis using the Matrix profile in Julia

N Cmapss_dl ⭐ 27

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

Predictivemaintenance And Vibration Resources ⭐ 25

Papers and datasets for Vibration Analysis

CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

ARAKAT - Big Data Analysis and Business Intelligence Application Development Platform

Fault Detection For Predictive Maintenance In Industry 4.0 ⭐ 19

This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.

Nasa Jet Engine Maintenance ⭐ 19

ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

Predictive_maintenance_using_machine Learning_microsoft_casestudy ⭐ 15

Predictive_Maintenance_using_Machine-Learning_Micr

Exploring Nasas Turbofan Dataset ⭐ 13

collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset

Predictive Maintenance ⭐ 12

time-series prediction for predictive maintenance

Nas_transformer ⭐ 12

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

Enas Pdm ⭐ 11

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

Pytorch Transformer For Rul Prediction ⭐ 11

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 estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

Atlantic ⭐ 10

Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning

Fdia Pdm ⭐ 10

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Python Profeld ⭐ 10

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

Vibration Based Fault Diagnosis With Low Delay ⭐ 9

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 Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.

Uniwear Dataset ⭐ 8

Tidy multi-material machine tool wear dataset for prognostics and health monitoring.

Applications Of Ai For Predictive Maintenance ⭐ 8

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 anomalies to failure conditions.

Amlworkshop ⭐ 7

Industry Machine Learning Hackfest Material

Predictive Maintenance ⭐ 6

This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.

Predictive Maintenance With Machine Learning ⭐ 5

This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

Amazon Sagemaker Predictive Maintenance Deployed At Edge ⭐ 5

This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.

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