How we developed the platform for deployment of machine learning at Newcrest and the role of PI systems within that architecture. I intend to illustrate this using a successful project we implemeneted in the last year, please see attached PPT overview of the model and also Microsoft online publication https://news.microsoft.com/en-au/features/newcrest-minings-ai-and-iot-transformation-3-month-roi/. The key points of the paper will therefore be around:
- The role of PI in Newcrest IoT Edge platform architecture, as well as Enterprise Data Lake
- Using PI 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 bsuiness benefits of a runtime model - (Coarse Ore Bin Softsensor use case study)