Title :
Decision Tree Based Simulation Research of Specific Reheating Furnaces
Author :
Liang, Helan ; Li, Sujian ; Liu, Mugang
Author_Institution :
Dept. of Logistics Eng., Univ. of Sci. & Technol. Beijing, Beijing
Abstract :
The specific reheating furnaces mode (SRF) has multi-styles and the interrelations between production cells of SRF are complex. Focusing on these characters, a decision tree based method for production strategies research of SRF is proposed. Firstly, training samples are obtained by execution of the simulation model of SRF. Secondly, decision rules are mined out with the acquired simulation samples base on decision tree algorithm. Finally, the production strategies of SRF are established by the decision rules analysis.
Keywords :
decision trees; furnaces; hot rolling; logistics; decision rules; decision tree based simulation; production strategies; specific reheating furnaces mode; Clocks; Computational modeling; Computer simulation; Decision trees; Furnaces; Heating; Logistics; Production; Slabs; Temperature; Decision tree; Logistics; Reheating furnaces; Simulation; Specific Reheating Furnaces Mode;
Conference_Titel :
Advanced Computer Control, 2009. ICACC '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3330-8
DOI :
10.1109/ICACC.2009.38
