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Predictive maintenance

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Smart Factory

Predictive maintenance with a digital twin

When industrial equipment fails, the real problem is often not the cost of spare parts, but the forced downtime. The article shows the design of a predictive maintenance algorithm for a triplex pump using data obtained from the simulation of a digital twin of the pump under different failure conditions.

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Edge Computing

Edge computers in production

Pure cloud computing was not practical enough for the production-related industry, so another solution had to be found. This was the birth of edge computing. This means that intelligence and real-time control are being introduced in the machinery, not at the data center.

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AI in production

Competitive with machine learning

Machine learning offers enormous potential for mechanical and plant engineering. Both internal processes and product properties can be optimized using this method. The added value generated in this way can sustainably strengthen and expand the industry's leading international position.
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