How to leverage AI in industrial sector and IoT
Download the case study and find out how analytics improves industrial sector and IoT
Sensors and connected devices are quickly becoming the industry standard. This opens enormous opportunities to create intelligent systems and processes which are run, monitored and managed in an automated environment.
Anomaly detection models can be applied to historic data to learn patterns of normal behavior, then employed in operational monitoring to flag situations where behavior is abnormal.
Service portals give operators quick and easy access to fleet management data, creating real-time visibility for enhanced safety and productivity.
True predictive and prescriptive analytics use all available data - current and historic streaming telemetry, environmental data, usage data, inspection and maintenance reports, and more - to accurately and robustly predict failures and their risk at a specific point in time.
Systems based on predictive and prescriptive analytics can be configured to learn continuously. As new data becomes available, representing emergent failure modes due to changes in the operational practices or environment, the models are constantly updated. This closed loop approach is the basis for continuous improvement.
Our IoT Solution Platform contains pre-built advanced analytics workflows that encapsulate the acquisition, processing and modeling of data. The infrastructure used to orchestrate and automate the workflow runs as an independently deployable and scalable service in any environment, on-cloud or on-premise.
The pre-built workflows offer businesses a huge productivity asset, a shortcut to low hanging fruit and a springboard towards the long-term efficiencies of mastering the whole data and analytics value chain.
The IoT Solution Platform enables service designers to rapidly prototype IoT solutions, powered by the efficient pre-built workflows, and leverage comprehensive continuous integration and continuous delivery tools to build, test, deploy, and operationalize solutions with enterprise grade security, availability, compliance, and manageability.
“Thanks to the headway we have made with the development of the lifecycle model of the roll covering, our customer has been able to extend the servicing interval from five to six weeks. This means substantial direct savings for each roll covering. A single paper machine has from two to ten roll coverings. Production reliability also improves."
Director, Valmet Technologies