Fuzzy clustering based models applied to petroleum processes

WSEAS Transactions on Systems and Control

Volumn 3, Issue 3, 2008, Pages 159-171

  Canelon, Miguel Angel Ramirez ^a   Morles, Eliezer Colina ^a  

^a UNIVERSIDAD DE LOS ANDES   (Venezuela)

Author keywords

Artificial lift production methods; Fuzzy C means; Fuzzy clustering; Gustafson Kessel (GK) algorithm; Least squares method; Production separator; Washing tanks and fired heaters

Indexed keywords

ARTIFICIAL LIFT PRODUCTION METHODS; COMPLEX INDUSTRIAL PROCESS; FUZZY C MEAN; FUZZY C-MEANS; FUZZY CLUSTERING TECHNIQUES; FUZZY MODELS; GAS-LIQUID SEPARATION; GUSTAFSON-KESSEL; GUSTAFSON-KESSEL (GK) ALGORITHM; HEATING PROCESS; LEAST-SQUARES METHOD; OIL INDUSTRIES; OIL SEPARATION; TAKAGI SUGENO FUZZY MODELS;

CLUSTERING ALGORITHMS; FUZZY SYSTEMS; PETROLEUM REFINERIES; SEPARATION; SEPARATORS; TANKS (CONTAINERS); WASHING;

FUZZY CLUSTERING;

EID: 70349456644     PISSN: 19918763     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Diez J.L., Navarro J.L, Salas A. (2004). Algoritmos de Agrupamiento en la Identificación de Modelos Borrosos. Departamento de Ingeniería de Sistemas y Automática, Universidad Politécnica de Valencia, España, pp-1-6.
2. Johansen T.A, Murray-Smith, R. (1997). The Operating Regime Approach to Nonlinear Modeling and Control. Multiple Model Approaches to Modeling and Control. Taylor & Francis, London.
3. Carbonell P., Diez J.L., Navarro J.L. (2004). Aplicaciones de Técnicas de Modelos Locales en Sistemas Complejos. Departamento de Ingeniería de Sistemas y Automática, Universidad Politécnica de Valencia, España, pp.1-9.
4. Babuska, R. (1998). Fuzzy Modeling and Identification Toolbox, For use with MATLAB, pp3-5.
5. Sugeno M., Yasukawa T. (1993). A Fuzzy-Logic Based Approach to Qualitative Modeling. Transaction on Fuzzy Systems, Vol 1, number 1, pp 7-10.
6. Babuska, R. (2004). Modeling and Identification, PhD dissertation. Delft University of Technology, Delft, the Netherlands
7. Nelles, O. (1999). Nonlinear System Identification with Local Linear Neuro-Fuzzy Models. PhD dissertation. Darmstadt University of Technology, Darmstadt, Germany, pp 1-8.
8. Kruse, R., Doring C., Lesot M., (2007). "Fundamental of Fuzzy Clustering", Department of Knowledge Processing and Language Engineering, University of Magdeburg, Germany, pp. 1-10.
9. Babuska, R. (2004). Fuzzy and Neural Control DISC Course Lecture Notes. Delft Center For Systems and Control, The Netherlands.
10. Sousa J., Kaymak U. (2002). "Fuzzy Decision Making in Modeling and Control". World Scientific Series in Robotics and Intelligent Systems, pp. 93-108.
11. Gustafson, D. E., Kessel W.C. (1979). "Fuzzy Clustering with a Fuzzy Covariance Matrix". Proc. IEEE CDC, San Diego, USA, pp. 761-766.
12. Hellendoorn H., Driankov D. (1997) "Fuzzy Model Identification". Selected Approaches. Springer, Berlin, Germany, pp. 5-8.
13. Takagi T., Sugeno M. (1985). Fuzzy Identification Of System And Its Application To Modeling And Control". IEEE Transactions on Systems, Man and Cybernetics, pp. 116-120.
14. Abonyi J., Babuska R., Szeifert F. (2004). Modified Gath-Geva Fuzzy Clustering for Identification of Takagi-Sugeno Fuzzy Models. Delft University of Technology, Department of Information Technology and Systems, The Netherlands pp. 1-6.
15. Abonyi J., Choban T., Szeifert F.(2000) "Identification of Nonlinear Systems using Gaussian Mixture of Local Models". University of Vezprem, Department of Process Engineering, Hungary, pp 3-8.
16. nd Intelligent Systems in Control and Measurement, pp. 147-153.
17. Besdek J.C.(1980). A convergence theorem for the fuzzy ISODATA clustering algorithms. IEEE transactions, Machine Intelligent. PAMI-2(1), pp.1- 8.
18. Lobo W., Evans J.(2004). "Heat Transfer In The Radiant Section of Petroleum Heaters". SPE transactions, pp. 1-2.
19. Atalla F and Taylor J. (2004) " Modeling and Control of Three-Phase Gravity Separators in Oil Production Facilities". Department of Electrical & Computer Engineering, University of New Brunswick, Canada, pp. 1-6.
20. Wildy, F. (2003) " Fired Heater Optimisation". AMETEK, Process Instrument, Pittsburgh, U.S.A, pp.1-4.