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Dealing with the “bad actors” problem

Monitoring and analyzing data for predictive maintenance assumes that ....
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The Principles of System Reliability

What makes our lives as part of the techno sphere stressful is its unreliability.
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Anomaly detection for condition-based maintenance

How do we find out that something is wrong with the technology - and why do we even want to...
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The role of the digital twin in maintenance

The digital representation of the structure and hierarchy of a mechatronic system often seems like a tiresome task. However, the...
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Is predictive maintenance a useful concept?

“Operate systems until there is a machine crash?” or “Try to predict the remaining lifespan of components?”, the possibilities for...
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Data quality for maintenance optimization

The quality of current time series data is often inadequate for analytics for maintenance optimization. An automated methodology is therefore...
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The knowledge base for development and maintenance

The knowledge of developers and maintenance technicians is the decisive competitive factor, especially for high-tech companies and fleet operators. Knowledge,...
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The realization of preventive maintenance (CBM)

Preventive maintenance can be developed efficiently with the knowledge gained from product development.
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