Published February 23, 2021 | Version v1
Dataset Open

VDLWEW production cycles data used in SERENA analytics

Creators

Description

The dataset contains the production cycles collected between 22/01/2020 and 19/02/2020 (those used in the analytic task).

Each row represents a production cycle and it has the following schema:

 

ID_product | TS | min | max | avg | var | std | skew | kurt | cumsum

 

where:

 

- ID_product identifies the product involved in the production cycle

- TS is the timestamp of the production cycle

- Min, max, avg, var, std, skew and kurt are statistical features extracted from the Measuring Machine

- Cumsum is cumulative RMSE obtained between Measuring Machine and corresponding Rolling Mill (matched by serialID).

Files

Data_VDL.csv

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Additional details

Funding

SERENA – VerSatilE plug-and-play platform enabling remote pREdictive mainteNAnce 767561
European Commission