Expert system for solvent selection of CO2 separation processes

Abstract We present the development of a prototype expert system in a chemical engineering domain. The system is called the Solvent Selection Advisory System (SSAS), and it is used for preliminary selection of optimal solvents for CO 2 absorbers, given different user specifications and plant conditions. The system can function as both an advisory and a tutorial system. The selection of solvents is based on heuristics and visual illustrations of the problem help users learn about the domain. We describe development of the system on an expert system shell, G2 1 . Some preliminary testing and evaluation of the system are also presented.

[1]  Daniel E. O'Leary,et al.  VALIDATION OF EXPERT SYSTEMS- WITH APPLICATIONS TO AUDITING AND ACCOUNTING EXPERT SYSTEMS* , 1987 .

[2]  Ray E. Jennings,et al.  Inferential modelling technique for constructing second generation knowledge based systems , 1991, [1991] Proceedings. Seventh International Conference on Data Engineering.

[3]  Frederick Hayes-Roth Towards Benchmarks for Knowledge Systems and Their Implications for Data Engineering , 1989, IEEE Trans. Knowl. Data Eng..

[4]  John C. Thomas,et al.  The psychological study of design , 1979 .

[5]  Frederick Hayes-Roth,et al.  Building expert systems , 1983, Advanced book program.

[6]  D. Savage,et al.  Gas treating with chemical solvents , 1983 .

[7]  George Stephanopoulos The future of expert systems in chemical engineering , 1987 .

[8]  Clive L. Dym,et al.  PRIDE: An Expert System for the Design of Paper Handling Systems , 1986, Computer.

[9]  Philip Klahr,et al.  Evaluation of expert systems: issues and case studies , 1983 .

[10]  Jay Liebowitz,et al.  Useful approach for evaluating expert systems , 1986 .

[11]  Bob Wielinga,et al.  Use of Models in the Interpretation of Verbal Data , 1987 .

[12]  John P. McDermott,et al.  R1: A Rule-Based Configurer of Computer Systems , 1982, Artif. Intell..

[13]  D. R. Myers,et al.  A task-oriented approach to knowledge-based systems for process engineering design , 1988 .

[14]  A. L. Kidd,et al.  Knowledge acquisition for expert systems: a practical handbook , 1987 .

[15]  Michael L. Mavrovouniotis,et al.  Design-kit: An object-oriented environment for process engineering , 1987 .

[16]  Christine W. Chan Knowledge acquisition by conceptual modelling , 1992 .

[17]  Peter L. Douglas,et al.  An expert system for identifying separation processes , 1991 .