Data-Driven Prediction of Sintering Burn-Through Point Based on Novel Genetic Programming

Journal of Iron and Steel Research International

Volumn 17, Issue 12, 2010, Pages 1-5

  Shang, Xiu Qin ^a   Lu, Jian Gang ^a   Sun, You Xian ^a   Liu, Jun ^a   Ying, Yu Qian ^a  

^a STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

Burn through point; Genetic programming; K means clustering

Indexed keywords

EID: 78650751180     PISSN: 1006706X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1006-706X(10)60188-4     Document Type: Article

References (10)

1. Meng JE, Liao J, Lin J Fuzzy Neural Networks-Based Quality Prediction System for Sintering Process [J]. IEEE Transaction on Fuzzy System 2000, 8(3):314.
2. Venkataramana R, Gupta SS, Kapur PC A Combined Model for Granule Size Distribution and Cold Bed Permeability in the Wet Stage of Iron Ore Sintering Process [J]. International Journal of Mineral Processing 1999, 57(1):43.
3. Kown WH, Kime YH, Lee SJ Event-Based Model and Control Algorithm for Burnthrough Point in Sintering Processes [J]. IEEE Transactions on Control Systems Technology 1999, 7(1):31.
4. Yong HK, Wook HK An Application of Min-max Generalized Predictive Control to Sintering Processes [J]. Control Engineering Practice 1998, 6(8):999.
5. Zhang JH, Xie AG, Shen FM Multi-Objective Optimization and Analysis Model of Sintering Process Based on BP Neural Network [J]. Journal of Iron and Steel Research, International 2007, 14(2):1.
6. Long GM, Fan XH, Jiang T, et al. Research and Application of Expert System Skeleton for Controlling Sintering Process [J]. Journal of Iron and Steel Research, International 2008, 15(5):1.
7. Zheng LM The Principle and Mathematical Model of Microcomputer System Controlling Sintering Burn-Through Point [J]. Metallurgical Industry Automation 1989, 13(6):3.
8. Hinkley J, Waters AG, Litster JD An Investigation of Pre-Ignition Air Flow in Ferrous Sintering [J]. International Journal of Mineral Processing 1994, 42(1):37.
9. Koza J Genetic Programming: on the Programming of Computers by Means of Natural Selection [M] 1992, MIT Press, Cambridge.
10. Wu YL, Lu JG, Sun YX A Segregated Genetic Programming for Bioprocess Modelling With Outliers [J]. Asia-Pacific Journal of Chemical Engineering 2008, 3(6):606.