Electrical current prediction for a production system

Description

The challenge is based on data of a door frame production. The main device of this process is the engine of milling cutter. Before milling, each door frame is clamped. The milling cutter is then extended to the working position and moved along the Y-axis depending on the required groove. Then the working position is left and the starting position is approached again. The motivation is to model the system behavior using data of the machine and additional sensors.

Link to Kaggle repository with data

Current Prediction

Published Papers

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Contact

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