Overcoming Challenges in Retro-Fitting MSPM Models into Existing Facilities to Unlock Process Efficiency & Real-Time Control
Time: 11:30 am
day: Conference Day Two
Details:
- Overview of MSPM: Introduction to Multivariate Statistical Process Monitoring (MSPM), its definition, and its benefits in improving process anomaly detection
- Techniques and Tools: Presentation will cover the tools, statistical methods, and software systems that enable effective MSPM
- Addressing Challenges: Discussion on common MSPM challenges, such as nuisance alarms and user interface issues, along with proposed improvement strategies
- Adoption and Enhancements: Insights into driving MSPM adoption, including enhancements needed for tool flexibility, modular environment setups, and data expansion
- Future Developments: Exploration of future MSPM advancements, focusing on model lifecycle management and integration with advanced data sources for refined process monitoring
