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Big data streaming analysis models package

Listing Description

Result description

The package developed within the project has a variaty of Big Data algorithms implemented to work with streaming data. Some of them have been defined specially for our industrial needs but most of them are general to be used by any user

Radical Innovation Breakthrough
Artificial Intelligence, Computing memory.

Addressing target audiences and expressing needs

Our needs are
  • Fellowship to advance my/our research
We specifically need / are looking for

Test new sensors capable to complement our current data and also able to connect to our Big Data platform in an efficient way.

Target audiences
  • Research and Technology Organisations
  • Academia/ Universities

R&D, Technology and Innovation aspects

Current stage description

The models have been developed and tested with our real data. Nonetheless, their accuracy is still not good enough for plant operators to be running online in the facility. We would need to continue testing and retraining the model so that it improves its prediction capabilities.

Result submitted to Horizon Results Platform by ARCELORMITTAL INNOVACION INVESTIGACION E INVERSION SL

Offer Details

Specifications and Deliverables:

Value Proposition:

It is a wide library of streaming models, all of them implemented to work in distributed way, which is something quite limited nowadays in the literature.Moreover, some of the models have been defined to fit some steel industries conditions, which might be reusable for other users, like for instance the casuistry of working with time series data representing a unique product.

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Location and Map

Adress:

Pol. Ind. El Nevero, Av. Antonio Nevado González
Badajoz
Badajoz
06006
Spain

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