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How to balance cost, risk and performance in industrial sensor integration

Industrial use of sensors has evolved from simple cause-and-effect applications into more sophisticated data acquisition that enables better understanding of systems. Real-time monitoring provides insights on factors like efficiency, equipment degradation, and product quality that can be harnessed collectively via the Industrial Internet of Things (IIoT).

This in turn should inform and facilitate process optimization and predictive maintenance. It may also provide the bedrock for GenAIenabled plant control systems in the future. However, various issues can make it hard to derive actionable insights that deliver on these goals.

Here, experts in the technology offer practical guidance for equipment manufacturers looking to make their products ‘smart’ using sensor integration.

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