Chemical process control, expert system

In the first stages of the development of an Action plan all control options are considered. In the case of lakes, this process is aided by a PC-based expert system , PACGAP, which looks at the physical and chemical characteristics of the lake to determine the most likely option for control. Once further, more detailed information has been collected on the lake s nutrient inputs and other controlling factors, amore complex interactive model can be used (Phytoplankton Response To Environmental CHange, PROTECH-2) to define the efficacy of proposed control options more accurately. This model is able to predict the development of phytoplankton species populations under different nutrient and stratification regimes. 

Die Fabrik auf dem Chip, Spektrum der Wissenschafi, October 2002 Miniaturization and modularization of parts of future chemical apparatus general advantages of micro flow expert opinions specialty and fine chemical applications leading position of German technology flexible manufacture large-capacity micro reactors reformers for small-capacity applications compatible and automated micro-reaction systems process-control systems temperature and pressure sensors [209]. 

Expert Systems are being designed or considered for both on-line process control and off-line decision support in the handling of hazardous materials. There are possibilities for both positive and negative impacts on chemical industry fire/explosion loss potentials. We will review some guidelines and tools available for the verification and validation (V V) of expert systems. 

Integrated Raman systems can be classified as instruments designed for the research laboratory, for routine analysis, for process control, and for portable, field-deployable applications. Research laboratory instruments offer new and state-of-the-art capabilities in exchange for compromised reliability and frequent need for support from a Raman expert. Research laboratory instruments are extremely adaptable to address unanticipated measurement needs. Routine analysis instruments provide limited flexibility with good reliability. They are operationally simple and contain enough Raman expertise built in for technicians to carry out repetitive assays efficiently and reliably. Process control instruments are typically fiber optic Raman systems that have been hardened to perform in the more challenging environmental conditions typical of a chemical production facility. A process control instrument usually runs continuously in a fully automated mode. There... 

Fault analysis and process control are areas in which expert systems can be used which propose results out of a limited number of possible solutions (see Section 4.1). Therefore, the development of these systems is relatively easy compared to design expert systems. The theoretical background including data validation is well understood. This explains why nearly 50% of all expert system applications in chemical engineering deal with fault analysis and control. 

The functionality of expert systems for fault analysis was briefly described in Section 4.1. Expert systems for control are used in chemical processes for which a mathematical model is not available and standard control strategies fail. Such processes are often operated by experienced operators who know how to react in certain situations. Their knowledge is implemented in the knowledge base of an expert system for control. 

---