DocumentCode :
1652806
Title :
Coordinating Control Based on Multi-objective Intelligent Optimization for the Overall Lead-zinc Sintering Process
Author :
Ping, Duan ; Min, Wu ; Chenhua, Xu
Author_Institution :
Central South Univ., Changsha
fYear :
2007
Firstpage :
249
Lastpage :
253
Abstract :
Based on some features in the lead-zinc sintering process, such as complex relations, multiple objectives, multiple constraints, firstly, the relational models of quantity-quality indexes parameters, process parameters and operation parameters are proposed, which synthesize a lot of techniques, including principal components analysis, neural network, grey relation analysis and so on. And objective functions of the coordination-optimization control in the overall sintering process are deduced. Secondly, the optimization parameters are calculated using multi-objective coordinated evolutionary algorithm. Finally, the fuzzy expert coordinating controller is designed to coordinate the overall sintering process, and the optimization guidance is introduced. The coordinating control techniques based on multi-objective intelligent optimization of the overall sintering process are efficient and practical in achieving the comprehensive production indices of high quantity and quality, and improving the effect of sinters in industrial practice.
Keywords :
control system synthesis; evolutionary computation; fuzzy control; grey systems; multivariable control systems; neurocontrollers; optimal control; principal component analysis; process control; sintering; smelting; coordination-optimization control; fuzzy expert coordinating controller design; grey relation analysis; industrial control; lead-zinc sintering process; multiobjective coordinated evolutionary algorithm; multiobjective intelligent optimization; neural network; operation parameters; principal components analysis; process parameters; quantity-quality index; relational model; Centralized control; Constraint optimization; Electronic mail; Evolutionary computation; Fuzzy control; Information science; Intelligent networks; Network synthesis; Neural networks; Pareto optimization; fuzzy expert coordinating control; lead-zinc sintering process; multi-objective evolutionary algorithm; neural network; overall process; relational model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
Type :
conf
DOI :
10.1109/CHICC.2006.4347400
Filename :
4347400
Link To Document :
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