Blogs & Posts | mr-nec

Jul 19
1 min

Deep Learning Kiln Stops at Scale

MRNEC recently developed within COGNIPLANT a methodology based on deep learning for predicting and preventing stops of parallel flow...

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Prediction of machinery degradation in Cogniplant not so simple

Alfons Salden

Mar 31
2 min

Prediction of machinery degradation in Cogniplant not so simple

On the one hand, MRNEC develops deep learning models to support the project's use case partners in better understanding and predicting...

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Modern geometric reward functions for robot control in ACROBA

Alfons Salden

Mar 23
20 min

Modern geometric reward functions for robot control in ACROBA

A flexible deep reinforcement learning agent reward / cost function and action control design on the basis of (repulsive and attractive)...

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Alfons Salden

Jan 18
1 min

Let us be humble!

Working on COGNIPLANT and ACROBA I have come to conclusion that the problems set out in these projects for industries are certainly not...

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Renormalized dynamic scale-space paradigm

Alfons Salden

Oct 8, 2021
2 min

Renormalized dynamic scale-space paradigm

In 1996, I submitted my Ph.D thesis on so-called dynamic scale-space theories for solving human and computer vision problems. These...

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Alfons Salden

Jul 26, 2021
1 min

ACROBA on YouTube

ACROBA will develop and demonstrate a novel concept for creating cognitive robotic platforms that are able to smoothly adapt to virtually...

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Alfons Salden

Mar 1, 2021
1 min

COGNIPLANT on YouTube

Towards optimisation of performance energy and resource consumption in process industry.

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Alfons Salden

Mar 1, 2021
3 min

Crack Detection using Deep Learning

Setting the scene. In COGNIPLANT, MRNEC develops deep (reinforcement) learning models. These models aim to support our use case partners...

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AI-Driven Cognitive Robotic Platform for Agile Production environments (ACROBA) Kicked-Off

Alfons Salden

Mar 1, 2021
3 min

AI-Driven Cognitive Robotic Platform for Agile Production environments (ACROBA) Kicked-Off

PRESS RELEASE A successful kick-off meeting of the newly launched ACROBA Project – AI-Driven Cognitive Robotic Platform for Agile...

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One year in process industry - September 2020

Alfons Salden

Feb 26, 2021
1 min

One year in process industry - September 2020

As part of COGNIPLANT project that started October 2019 we investigated during the first year deep learning approaches, methods and...

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Nonlocal Multi-Scale Complex Interaction Network Analytics and Predictive Distributed Control