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Maintworld 4/2019

Machine Learning – Not a Gold-Plated Silver-Bullet Solution to Operational Woes // A Data-Driven Approach to Online Monitoring of Roller Bearings // Using Ultrasound to Enhance Energy Efficiency

Machine Learning – Not a Gold-Plated Silver-Bullet Solution to Operational Woes // A Data-Driven Approach to Online Monitoring of Roller Bearings // Using Ultrasound to Enhance Energy Efficiency

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JOIN THE ASSET PERFORMANCE 4.0<br />

CONFERENCE & EXHIBITION<br />

The Asset Performance 4.0 Conference & Exhibition<br />

offers a unique opportunity to learn how new 4.0<br />

technologies and fundamentals in operations, maintenance<br />

and asset management reinforce each other<br />

to achieve higher equipment reliability and cost performance.<br />

Do you have a project that will inspire your colleagues?<br />

Or do you want to share first-hand experiences<br />

with disruptive technologies? Let us know<br />

your presentation idea on www.assetperformance.eu.<br />

with the outflow of pensionable employees. The message is<br />

therefore to work more efficiently. And digitisation is one<br />

of the ways to achieve this. In addition, we naturally want to<br />

keep up with the changes in society. New technologies, such<br />

as artificial intelligence and IOT, will determine the future.<br />

This also applies to the railways, and therefore also to Infrabel,<br />

which is responsible for the maintenance, renewal and<br />

expansion of the infrastructure. However, we are happy to<br />

go down this road. In the field of maintenance in particular,<br />

unprecedented opportunities are opening up. Measuring is<br />

knowing. Digitisation and new technologies allow for better<br />

planning and more efficient execution.<br />

Faster and safer<br />

A good example of this can be found in the ‘Prodigis’ project.<br />

In short, it concerns an optimisation process to secure<br />

the tracks for maintenance work.<br />

This is a complex and highly regulated process, Sandrine<br />

Rauwoens explains.<br />

Several procedures must be followed, each with different<br />

parties. The procedures vary according to the location<br />

and the work to be carried out. Until ‘Prodigis’, everything<br />

was done with paper forms and telephone communication,<br />

so that securing the tracks could take up to several hours.<br />

Prodigis’ is a textbook example of digitisation. We replaced<br />

a 100 percent paper-driven process with a 100 percent<br />

digital process in which process optimisation and userfriendliness<br />

are the main idea. Because the administrative<br />

part has been completely removed, we save a lot of time and

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