ClearBlade has announced that a new Anomaly Detection Component is now available in Intelligent Assets.
Components are like plug-ins that can be added on the fly to Intelligent Assets, a digital twin connected to real-time asset data via ClearBlade IoT and Edge software. The newly-released Anomaly Detection Component elegantly incorporates AI into Intelligent Assets to extend functionality and end-user ability to take action quickly.
“One of the biggest barriers to IoT success is making data easy for end-users to see, understand and act on when repair or maintenance is required in the field,” said Aaron Allsbrook, the co-founder and chief technology officer at ClearBlade. “Now, Intelligent Assets customers can enable AI-generated anomaly detection as straightforward gauges and alerts.”
Components enhance the core functionality of Intelligent Assets by using AI to detect unusual patterns in asset data, based on selected attributes. For example, the Anomaly Detection Component can utilise the flow rate and pressure data feeds from farm water pumps to generate a model that determines when excessive rates indicate an anomaly that requires attention. Within Intelligent Assets, a simple score is displayed in the form of a gauge widget to inform the end user of the anomaly.
“We’re working rapidly to close the gap between advanced IoT technologies and operators in the field; Components enhance a company’s ability to use AI based on asset data and I’m excited to see all the creative use cases our customers and partners will develop with this new feature,” continued Allsbrook. “Kudos to the ClearBlade team for this exciting new capability!
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