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Process Optimization begin with a deep Knowledge and Understanding of process

Process Optimization begin with a deep Knowledge and Understanding of process. Advanced Process Control & Artificial Intelligence. APC/AI. Turning Knowledge into Business Advantage. Jupiterweg 17 A PO Box 7562 8903 JN Leeuwarden. Gianni Mappa g.mappa@anova.it.

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Process Optimization begin with a deep Knowledge and Understanding of process

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  1. Process Optimization begin with a deep Knowledge and Understanding of process Advanced Process Control & Artificial Intelligence APC/AI Turning Knowledge into Business Advantage Jupiterweg 17 A PO Box 7562 8903 JN Leeuwarden Gianni Mappa g.mappa@anova.it

  2. Process Optimization begin with a deep Knowledge and Understanding of process • Contents • 1. - AI in Process Control: What for? • What? Where? How? • When? When Not? Why? • 2. – Business Cases • Dairy Industry (TOC) • Trend Analisys • Life Project in Textile Industry (Water Recycle) • Olive Oil finishing (Knowledge Estraction) • Knowledge Base Sensors WQI

  3. What for Artificial intelligence in Process Control? What for? What we can do in this case? (with scatterplots as the following) ...and What we can do when we have no correlation among data in a multidimensional database?

  4. On-Line Probe/Sensors What Artificial intelligence can do in Process Control? What for? What we can do when we have to dynamically detect a complex process parameter (TOC, WQI, etc.) and we have not specific on-line instrumentation to do it? Or when we have hazardous constraints in using traditional process control approach? ...and What we can do when we have a new or not repetitive industrial process changing ? ...and so on ...

  5. What for Artificial intelligence in Process Control? What for? A first gross differentiation: about Algorithmic Approach to a fixed problem. Non-DETERMINISTICApproach Qualitative Data DETERMINISTIC Approach Quantitative Data Rate

  6. What for Artificial intelligence in Process Control? What for? A second gross differentiation: about N° Causes/Effect from a fixed problem. XBase Effect rate N° of Causes

  7. What for Artificial intelligence in Process Control? What for? A third gross differentiation: about Warning in “adapting” theory to reality in a fixed problem.

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