How we developed the platform for deployment of machine learning at Newcrest and the role of the PI System within that architecture. Our presentation illustrates our successful project implementation of AI and IoT technologies at Australia's largest underground, block cave mine to monitor and manage crushed ore bin levels. The soft sensor delivered a return in investment within the first three months of operation.
- The role of the PI System in Newcrest IoT Edge platform architecture, as well as Enterprise Data Lake
- Using the PI System data for near-real time data science models whose outputs are used in control strategy (Coarse Ore Bin Softsensor use case study )
- Using PI AF to monitor and report on business benefits of a runtime model - (Coarse Ore Bin Softsensor use case study)
Related case study: Microsoft online publication: https://news.microsoft.com/en-au/features/newcrest-minings-ai-and-iot-transformation-3-month-roi/