Fault prediction system using case-based reasoning for shaft furnace status

Kongzhi yu Juece/Control and Decision

Volumn 23, Issue 2, 2008, Pages 177-181

  Yan, Ai Jun ^a   Chai, Tian You ^b   Wang, Pu ^a  

^a BEIJING UNIVERSITY OF TECHNOLOGY   (China)

^b NORTHEASTERN UNIVERSITY   (China)

Author keywords

Case based reasoning; Fault prediction; Intelligent; Shaft furnace; Variable prediction

Indexed keywords

ORE ROASTING; PROBABILITY;

FAULT PREDICTION; INTELLIGENT; SHAFT FURNACE; VARIABLE PREDICTION;

CASE BASED REASONING;

EID: 40949154227     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (14)

1. 3 shaft furnaces in Jiuquan steel co. [J]. Metal Mine, 2000, 3: 32-33.
2. Chang S Y, Chang C T. A fuzzy-logic based fault diagnosis strategy for process control loops [J]. Chemical Engineering Science, 2003, 58(15): 3395-3411.
3. Awadallah M A, Morcos M M. Application of AI tools in fault diagnosis of electrical machines and drives - An overview [J]. IEEE Trans on Energy Conversion, 2003, 18(2): 245-251.
4. Wu M, She J H, Nakano M, et al. Expert control and fault diagnosis of the leaching process in zinc hydrometallurgy plant [J]. Control Engineering Practice, 2002, 10(4): 433-442.
5. Yu D L, Gomm J B, Williams D. Sensor fault diagnosis in a chemical process via RBF neural networks [J]. Control Engineering Practice. 1999, 7(1): 49-55.
6. Chen K Y, Lim C P, Lai W K. Application of a neural fuzzy system with rule extraction to fault detection and diagnosis [J]. J of Intelligent Manufacturing, 2005, 16(6): 679-691.
7. Lee S G, Ng Y C. Hybrid case-based reasoning for online product fault diagnosis [J]. Int J of Advanced Manufacturing Technology, 2006, 27(7/8): 833-840.
8. Yan A J, Wu F H, Chai T Y. Fault diagnosis expert system using neural networks for roasting process [C]. The 16th 1FAC World Congress/CD. Prague, 2005.
9. Yan Ai-jun, Chai Tian-yon, Yue Heng. Multivariate intelligent optimizing control approach for shaft furnace roasting process [J]. Acta Automatica Sinica. 2006, 32(4): 636-640.
10. Lin D T. Facial expression classification using PCA and hierarchical radial basis function network [J]. J of Information Science and Engineering, 2006, 22(5): 1033-1046.
11. Tan Ming-hao, Chai Tian-you. Modeling of the laminar cooling process with case-based reasoning [J]. Control Theory and Application, 2005, 22(2): 248-253.
12. Ye N, Parmar D, Borror C M. A hybrid SPC method with the chi-square distance monitoring procedure for large-scale, complex process data [J]. Quality and Reliability Engineering International, 2006, 22(4): 393-402.
13. Yan Ai-jun, Yue Heng, Zhao Da-yong, et al. Intelligent prediction model for a class of complex industrial process and its application [J]. Control and Decision, 2005, 20(7): 794-797.
14. Yan Ai-jun, Chai Tian-you. Intelligent hybrid prediction method of magnetic tube recovery rate [J]. Information and Control, 2005, 34(6): 759-764.