Implementing Edge AI for Asset Health Monitoring in Energy Infrastructure
· Energy

Implementing Edge AI for Asset Health Monitoring in Energy Infrastructure

Edge AI enables energy companies to monitor aging brownfield infrastructure by processing sensor data locally, replacing the diagnostic expertise lost as experienced engineers retire. At IIoT World Energy Day, panelists from TDK SensEI, HiveMQ, PrivacyChain, and ARC Advisory Group outlined the operational frameworks required to deploy Edge AI for maintaining infrastructure uptime, covering prescriptive analytics, […]

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The Signal vs. Noise Ratio: Solving Alert Fatigue in the Modern Factory
· Artificial Intelligence & ML

The Signal vs. Noise Ratio: Solving Alert Fatigue in the Modern Factory

In 2026, the primary barrier to manufacturing efficiency is the abundance of data. Modern plants now monitor tens of thousands of assets and hundreds of thousands of individual points. However, this connectivity has created a new operational hazard: Alert Fatigue. When a plant manager receives thousands of notifications a day, the most critical “signal” is often […]

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