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@plusangel
Last active July 23, 2022 18:23
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Predictive maintenance & anomaly detection

LSTM for Predictive Maintenance on Pump Sensor Data - link

Time series analysis to explain the thought process in a predictive maintenance case -- almost done--

Time Series Anomaly Detection with PyFBAD - link

An End-to-End Unsupervised Outlier Detection

Time Series Forecasting With Prophet in Python - link

The Prophet library is an open-source library designed for making forecasts for univariate time series datasets and another example here

Univariate Time Series Forecasting using RNN(LSTM) - Link

Univariate Time Series Forecasting using LSTM method which seems to be more accurate in doing the forecast for few of the Time Series Problems

Predictive Maintenance Template

The link The code

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