DataHour: DCNN for Machine RUL Prediction using Time-series Data
DataHour: DCNN for Machine RUL Prediction using Time-series Data
30 Sep 202215:09pm - 30 Sep 202216:09pm
DataHour: DCNN for Machine RUL Prediction using Time-series Data
About the Event
RUL is the remaining time or cycles that the machine is likely to operate without any failure. By estimating RUL the operator can decide the frequency of scheduled maintenance and avoid unplanned downtime.
In this DataHour, Jidhu will explain the RUL (Remaining Useful Life) estimation of a machine using sensor data using realistic multivariate time-series data for leveraging the power of deep neural networks in the hands-on. He will also focus on how you can build a DCNN (Deep Convolutional Neural Networks) model for the prediction.
Prerequisites: Enthusiasm for learning Data Science and basic knowledge of Deep learning and Time series data.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
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