- Conference Article
- 10.1109/ias/pca63579.2025.11346748
Optimization of Vertical Roller Mill Systems Using AI (Artificial Intelligence)
- May 04, 2025
- Caroline Woywadt + 3 more +3
The modular vertical roller mill is equipped with digital modules to enhance maintenance and operational efficiency. The digital modules include a wider range of sensors as well as data analysis tools. Skilled human operators can set several operating parameters and overlook the interaction of these. With the support of Artificial Intelligence (AI) a huge number of parameters and parameter sets is examined and determines the ideal setting value for the application requirements, e.g. improvement of specific power consumption, increasing the capacity, etc. Two case studies will show the use of AI for modular vertical roller mills producing volcanic pozzolan and GGBFS. The aim of the study is to show the methodology for examination of parameter sets and the selection of ideal setting values for specific application requirements. Savings in specific power consumption for mill and fan could be achieved in the range between 7 and 12% be using AI predicted setpoints for mill parameters.
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