Implement applications more easily and cost-effectively

AI could revolutionize automation. How can Time-Sensitive Networks (TSN) make AI applications easier and more cost-effective? What network requirements does AI need for the future? What new applications and solutions can TSN enable, and what is the path forward?
Since detailed TSN information is widely available, this article will explore AI-focused applications benefiting from TSN, excluding motion control. These examples aim to inspire exploring options beyond current limits.
The rapid development of AI tools, accelerated hardware capabilities, and integrated Ethernet interfaces is opening new applications and segments. These generally require:
- Transporting large amounts of data from the field to the AI system.
- Providing forwarded data with highly accurate time stamps for comprehensive time series data analysis.
- Feeding AI processing results back into the field.
Conventional 100 Mbit industrial Ethernet can’t fully meet these requirements. Time-Sensitive Networking (TSN) offers solutions. The following examples show how AI-focused applications can be implemented or improved by a convergent TSN network.
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