Experimental investigations on fuzzy logic for process control

Control Engineering Practice

Volumn 15, Issue 9, 2007, Pages 1149-1160

  Fileti, A M F ^a   Antunes, A J B ^a   Silva, F V ^a   Silveira Jr , V ^a   Pereira, J A F R ^a  

^a UNIVERSITY OF CAMPINAS   (Brazil)

Author keywords

Batch distillation; Chiller; Fuzzy control; Polymerization; Refrigeration

Indexed keywords

ALGORITHMS; BATCH REACTORS; DISTILLATION COLUMNS; PROCESS CONTROL; REFRIGERATION; THREE TERM CONTROL SYSTEMS;

FUZZY ALGORITHMS; ON-LINE CONTROL;

FUZZY LOGIC;

ALGORITHMS; BATCH REACTORS; DISTILLATION COLUMNS; FUZZY LOGIC; PROCESS CONTROL; REFRIGERATION; THREE TERM CONTROL SYSTEMS;

EID: 34248177341     PISSN: 09670661     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.conengprac.2007.01.009     Document Type: Article

References (22)

1. Abdelazim T., and Malik O.P. Identification of nonlinear systems by Takagi-Sugeno fuzzy logic grey box modeling for real-time control. Control Engineering Practice 13 12 (2005) 1489-1498
2. Albertos, P., & Sala, A. (2004). Perspectives of fuzzy control: Lights and shadows. Second international IEEE conference intelligent systems- proceedings (Vol. 1) (pp. 25-32).
3. Aprea C., Mastruollo R., and Renno C. Fuzzy control of the compressor speed in a refrigeration plant. International Journal of Refrigeration 27 6 (2004) 639-648
4. Barelli L., Bidini G., and Arce R. Fuzzy logic regulator for the performance improvement and the energy consumption reduction of an industrial chiller. American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC 72 2 (2003) 1215-1224
5. Börner M., and Isermann R. Model-based detection of critical driving situations with fuzzy logic decision making. Control Engineering Practice 14 5 (2006) 527-536
6. Carvalho M.T., and Durao F. Control of a flotation column using fuzzy logic inference. Fuzzy Sets and Systems 125 1 (2002) 121-133
7. Chang J., and Liao P. Molecular weight control of a batch polymerization reactor: Experimental study. Industrial and Engineering Chemistry Research 38 1 (1999) 144-153
8. Driankov D., Hellendoorn H., and Reinfrank M. An introduction to fuzzy control (1996), Springer, Berlin
9. Ewald T., Delgado A., and Becker T. Fuzzy state controller for the soft process drying of natural foil. Chemical Engineering and Technology 26 1 (2003) 21-29
10. Jeong B., and Rhee H. Experimental validation of the optimal trajectory of initiator concentration in batch PMMA polymerization. Journal of Applied Polymer Science 78 6 (2000) 1256-1266
11. Lee C.C. Fuzzy logic control systems: fuzzy logic controller-part I. IEEE Transactions on Systems, Man and Cybernetics 20 2 (1990) 404-418
12. Li H., and Gatland H.B. Conventional fuzzy control and its enhancement. IEEE Transactions on Systems, Man and Cybernetics-part B: Cybernetics 26 5 (1996) 791-797
13. Li, P., & Wang, Z. (2004). A survey of advanced control for batch polymerization reactors. WCICA 2004-fifth world congress on intelligent control and automation, conference proceedings (Vol. 4) (pp. 3575-3579).
14. Li M., Yang Y., Gao F., and Wang F. Fuzzy multi-model based adaptive predictive control and its application to thermoplastic injection molding. Canadian Journal of Chemical Engineering 79 2 (2001) 263-272
15. Ljung, L. (1996). Foreword. In D. Driankov, H. Hellendoorn, & M. Reinfrank (Eds.), An introduction to fuzzy control (p. V). Berlin: Springer.
16. Mamdani E.H., and Assilian S. An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-machine Studies 7 1 (1975) 1-13
17. Pan Y., and Lee H.J. Recursive data-base prediction and control of product quality for a PMMA batch process. Chemical Engineering Science 58 (2003) 3215-3221
18. Ruiz-Gomes, J., Lopes-Baldan, M.J., Garcia-Cerzo, A. (2000). Fuzzy modelling of a ternary batch distillation column. System and Control: Theory and Applications, 320-324.
19. Soroush M., and Kravaris C. Optimal design and operation of batch reactors. 2. A case study. Industrial Engineering Chemistry Research 32 (1993) 882-893
20. Souza Jr R., Lopes G.P., Pinto G.A., Almeida P.I.F., and Giordano R.C. GMC-fuzzy control of pH during enzymatic hydrolysis of cheese whey proteins. Computers and Chemical Engineering 28 9 (2004) 1661-1672
21. Stenz R., and Kuhn U. Comparison: Fuzzy and conventional automation for a batch distillation column (In German). Automatisierungstechnische Praxis atp 35 5 (1993) 288-295
22. Yazdi H., Bahar M., Koggersbol A., and Jorgensen S.B. Knowledge-based control structuring of a distillation plant start-up. Control Engineering Practice 3 3 (1995) 423-430