Title :
Production index setting of ore concentration material consumption by case-based reasoning
Author :
Huang, Xiao-Ling ; Liu, Wei ; Chang, Chun-guang ; Tian-You Chai
Author_Institution :
Res. Center of Autom., Northeastern Univ., Shenyang, China
Abstract :
It is significant to control the consumption and reducing the production cost in enterprises to rationally set the production technology index. For problems that lack veracity and rationality for setting the production index by experience, the case-based reasoning methodology is presented to set the planning value of the production technique indexes. The knowledge representation of case and the structure of the case-based are studied, and the algorithms of retrieval, learning, and reuse are discussed. Great effect has been obtained through the application in an ore plant.
Keywords :
case-based reasoning; knowledge representation; learning (artificial intelligence); metallurgical industries; production control; production engineering computing; production planning; case-based reasoning; case-based reasoning methodology; knowledge representation; learning algorithm; ore concentration material consumption; ore plant; production index; production index setting; retrieval algorithm; reuse algorithm; Costs; Equations; Inorganic materials; Iron; Magnetic materials; Magnetic separation; Magnetosphere; Power generation economics; Production; Raw materials;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382203