An intelligent control system for thermal processing of biomaterials

2007 IEEE International Conference on Networking, Sensing and Control, ICNSC'07

Volumn , Issue , 2007, Pages 93-98

  Martynenko, Alex I ^a   Yang, Simon X ^a  

^a UNIVERSITY OF GUELPH   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMATERIALS; COMPUTER VISION; INFRARED IMAGING; MOISTURE DETERMINATION; OPTIMIZATION; TEMPERATURE CONTROL;

BIOMATERIAL MOISTURE; INTELLIGENT CONTROL SYSTEMS; REAL-TIME IMAGING; THERMAL PROCESSING;

INTELLIGENT CONTROL;

EID: 34748894821     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNSC.2007.372939     Document Type: Conference Paper

References (35)

1. T. Kudra, and C. Strumillo, Thermal Processing of Biomaterials. Amsterdam, Netherlands: Gordon and Breach Science Publ., 1998.
2. F. A. R. Oliveira, J. C. Oliveira, Processing foods: Quality optimization and process assessment. Boca Raton: CRC Press, 1999.
3. S. Gunasekaran, Nondestructive Food Evaluation: Techniques to Analyze Properties and Quality. New York: Marcel Dekker, 2000.
4. Computerized Control Systems in the Food Industry. G. Mittal (ed). New York: Marcel Dekker Inc., 1996.
5. C. J. Harris, G. G. Moore, and M. Brown, Intelligent Control. Aspects of Fuzzy Logic and Neural Nets. Singapore; River Edge, NJ: World Scientific, 1993.
6. Q. Zhang, and J. Litchfield, ''Fuzzy logic control for a continuous crossflow grain dryer," Journal of Food Process Engineering, Vol. 16, pp. 59-77, 1993.
7. V. J. Davidson, R. B. Brown, J. J. Landman, "Fuzzy control system for peanut roasting," Journal of Food Engineering, vol. 41(3-4), pp. 141-146, August 1999.
8. I. C. Trelea, G. Trystram, and F. Courtois, "Optimal constrained nonlinear Control of batch processes: application to corn drying," Journal of Food Engineering, vol. 31 (4), pp. 403-421, March 1997.
9. A. Olmos, I. C. Trelea, F. Courtois, C. Bonazzi, and G. Trystram, "Dynamic optimal control of batch rice drying process," Drying Technology, vol. 20 (7), pp. 1319-1345, August 2002.
10. Z. Mao, C. Cao, "Simulation and optimization of cross flow grain Dryers," Drying Technology, vol. 17(9), pp. 1767- 1777, Nov. 1999.
11. L. G. S. Vasconcelos, F. R. Maciel, "Development of a supervisory control strategy for the optimal operation of grain dryers," Drying Technology, vol. 16 (9-10), pp. 2017- 2031, December 1998.
12. P. L. Douglas, J. A. T. Jones, and S. K. Mallick, "Modeling and simulation of crossflow grain dryers, Part III, Optimization," Trans. I ChemE, vol. 72, pp.341-349, October 1994.
13. Q. Zhang, S. Yang, G. Mittal, and S. Yi, "Prediction of performance indices and optimal parameters Of rough rice drying using neural networks," Biosystems Engineering, vol. 83 (3), pp. 281-290, November 2002.
14. I. G. Trelea, G. Trystram, and F. Courtois, "Dynamic models for drying and wet-milling quality degradation of corn using neural networks," Drying Technology, vol. 15 (3-4), pp. 1095-1102, July 1997.
15. N. Perrot, G. Trystram, F. Guely, F. Chevrie, N. Schoesetters and E. Dugre, "Feedback quality control in the baking industry using fuzzy sets,"Journal ofFoodProcess Engineerings 23, pp. 249-279, August 2000.
16. E. R. Davies. Image Processing for the Food Industry. Singapore; River Edge, NJ: World. Scientific, 2000.
17. S. Majumdar, and D.S. Jayas, "Classification of cereal grains using machine vision, I. Morphology models," Transactions of ASAE,. vol. 43(6), pp. 1669-1675, Dec. 2000.
18. S. Majumdar, and D.S. Jayas, "Classification of cereal grains using machine vision. II. Color models," Transactions ofASAE, vol. 43(6), pp. 1677-1680, Dec. 2000.
19. Y. Tao, P. H. Heineman, Z. Varghese, C. T. Morrow, and H. J. Sommer III, "Machine vision for colour inspection of potatoes and apples," Transaction of the ASAE, vol. 38 (S.), pp. 1535-1561, Oct. 1995.
20. L. Fernandez, C. Castillero, and J. M. Aguilera, "An application of image analysis to dehydratation of apple, discs,' 'Journal of Food Engineering, vol. 67(1-2), pp. 185-193, March 2005.
21. S. Majumdar, and D.S. Jayas, "Classification of cereal grains using machine vision. III, Texture models," Transactions of ASAE, vol. 43(6), pp. 1681-1687, Dec. 2000.
22. S. Majumdar, and D.S. Jayas, "Classification of cereal grains using machine vision. IV Combined morphology, color and texture models," Transactions ofASAE, Vol. 43(6), pp. 1689-1694, Dec. 2000.
23. A. D. Kulkarni, Computer Vision and Fuzzy-Neural Systems. New York: Prentice-Hall, Inc., 2001.
24. M. A. Hussain, M. Shafiur Rahman, and C. W. Ng, "Prediction of pores formation (porosity) in foods during drying: generic models by the use of hybrid neural, network," Journal of Food Engineering, vol. 51(3), pp. 239-248, February 2002.
25. J. Qiao, N. Wang, M. O. Ngadi, and S. Kazemi, "Predicting mechanical properties of fried chicken nuggets using image processing and neural network techniques," Journal of Food Engineering, vol. 79(3), pp. 1065-1070, April 2007.
26. W. Yang, P. Winter, S. Sokhansanj, H. Wood, and B. Crerer, "Discrimination of hard-to-pop kernels by machine vision and neural networks,"Biosysiems Engineering, vol. 91(1), pp. 1-8, January 2005.
27. C. J. Du and D.W. Sun, "Learningtechniques used in computer vision for food quality evaluation: a review," Journal of Food Engineering vol. 72(1), pp. 39-55, January 2006.
28. A. C. Chiang, Elements of Dynamic Optimization. New York: MoGraw-Hill, 1992.
29. Grade and Quality Standards of Products of Processed American ginseng. The State Standard of People's Republic of China GB/T 17356.1-98, 1998.
30. A. I. Martynenko, "Computer-vision control system for ginseng drying," Ph.D. dissertation, School of Engineering, University of Guelph, Canada, Sept., 2005.
31. A. Mulet, "Drying modeling and Water diffusivity in carrots and potatoes," J. of Food Engineering, vol. 22, pp.329-348, Dec. 1994.
32. Y. R. Li, and R.V. Morey, "Thin-layer drying rates and quality of cultivated American ginseng," Transactions of ASAE, vol. 30(3), pp. 842-847, May 1987.
33. X. Li, "Improved ginseng drying with three-stage temperature control," M.Sc. dissertation, School of Engineering, University of Guelph, Canada, 2002.
34. A. I. Martynenko. "Risk of quality degradation in ginseng drying", unpublished.
35. V. J. Davidson, X. Li, and R. B. Brown, "Forced-air drying of ginseng roots; 1. Effects of air temperature on quality," J. Food Engineering, vol. 63; pp. 361-367, August 2004.