Metallurgy, Vol. 63 No. 2, 2024.
Original scientific paper
Mathematical modeling and intelligent optimization solution of gas allocation problem in iron and steel production
L. X. Sun
orcid.org/0000-0003-0393-4178
; School of Computer and Software Engineering, University of Science and Technology Liaoning, China
*
L. L. Lin
; School of Computer and Software Engineering, University of Science and Technology Liaoning, China
* Corresponding author.
Abstract
This paper studies gas allocation problem in the iron and steel production. Gas allocation problem is a multi-objective optimization problem with complex constraints. A gas allocation problem is mathematically modeled with high dimension, non-linear and complex constraint features. The intelligent optimization algorithms have certain advantages in solving such model. An improved Differential Evolution algorithm based on individual quality evaluation is proposed to solve the above model. The results show multiple gas allocation schemes are provided when all constraints are met, and all optimization objectives of some schemes are better than then manual gas allocation scheme.
Keywords
iron and steel; gas allocation; coke; mathematical modeling; intelligent optimization
Hrčak ID:
312244
URI
Publication date:
1.4.2024.
Visits: 749 *