Global Manufacturer Improves Polymer Yield with Industrial IoT SolutionHitachi Vantara (Hitachi)
Analytics & Modeling - Process Analytics
Application Infrastructure & Middleware - Data Exchange & Integration
Application Infrastructure & Middleware - Data Visualization
Process Control & Optimization
Discovered the critical factors and optimal process parameters through correlation, visual analysis, and optimization algorithms.
A deep process insight was achieved, enabling production teams in daily decision support and continuous improvement.
Machine learning helped to further optimize the mixing process.
The solution eliminated over 50% of the poor quality batches, increasing the average yields to above 90%, and cause a Significant reduction in operating costs (multimillions of dollars).
Increased mixing capacity with raised overall production throughput.