Data>>Configuration>>Train>>Model>>Prediction>>RCA>>RCM>>Prescriptive.
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Updated
Jun 30, 2022 - TypeScript
Data>>Configuration>>Train>>Model>>Prediction>>RCA>>RCM>>Prescriptive.
Introduction to Survival Analysis for Predictive Maintenance using sksurv
Estimating life expectancy for users' hard drive disks thanks to Python scripts and a statistic analysis based on BackBlaze open data and our Weibull curve model
Wartungen für Feuerwehrfahrzeuge frühzeitig vorhersagen
Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data
Master Thesis Project
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers
time-series prediction for predictive maintenance
Find out how to measure motor vibrations using the Sensor Featherwing and create a Machine Learning algorithm on the Portenta board to detect anomalies.
Predictive maintenance for pump sensor data using a simple LSTM model
Fault explanation based on autoencoder model for predictive maintenance purposes
Esse repositório faz parte do trabalho de conclusão de curso "Aplicação de Algoritmos de Machine Learning para Apoio a Manutenção Preditiva" a ser apresentado como pré-requisito para conclusão do curso de graduação em engenharia elétrica na UFF.
Specific analysis of the data collected by machine sensors for the development of a Machine Learning application, which exploits the correlations discovered in the dataset to provide a sufficiently valid and correct prediction regarding a probable failure of a machine.
Gas Turbine and Compressor Decay State Coefficients Prediction
Remaining Useful Life (RUL) prediction of Multi-Stiffener composite Panels from Single-Stiffener Panels histories using SVR and LSTM
Predictive Maintenance Data Analysis from Kaggle
Demonstration of using Fast Fourier Transformation (FFT) to obtain timeseries signatures for use in predicting performance.
Reinforcement Learning applied on predictive maintenance & machine replacement usecase
Reverse engineering EGT Margin for P&W engines (ECM)
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