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Proceedings ArticleDOI

Application of extremal optimization approach to the integrated scheduling problem of continuous casting and hot rolling process

TLDR
In this article, a modified EO algorithm combining exact mathematical model on CC stage and a heuristic algorithm on HR stage is proposed to solve the scheduling problem with less computational effort, and has been successfully applied to a real plant.
Abstract
Making an integrated schedule on both continues casting (CC) and hot rolling (HR) process in steel-making lines is a difficult problem since the balance of material flow, the continuity of production, the hot charge rate as well as the coupling between successive stages should be taken into consideration together. Therefore, few approaches have been published to solve the multistage integrated scheduling problem and applied to the real systems in practice. In this study, a novel modified Extremal Optimization (EO) algorithm combining exact mathematical model on CC stage and a heuristic algorithm on HR stage is proposed to solve the scheduling problem with less computational effort, and has been successfully applied to a real plant. The industrial application results show that compared with manual scheduling, considerable improvement in hot charge rate is achieved, leading to large energy-saving for the steel maker.

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Citations
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Journal ArticleDOI

A review of planning and scheduling methods for hot rolling mills in steel production

TL;DR: This review of hot rolling mill scheduling publications from 1989 to 2020 helps practitioners from the industry to select optimization methods and helps researchers entering the field experience an overview of existing approaches and to identify new research directions.
Journal ArticleDOI

A bi-level optimization method for integrated production scheduling between continuous casting and hot rolling processes

TL;DR: Wang et al. as discussed by the authors investigated the integrated production scheduling problem between continuous casting and hot rolling (IPSP-CCHR) and formulates it as a bi-level optimization model.
References
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Journal ArticleDOI

A review of planning and scheduling systems and methods for integrated steel production

TL;DR: A comparative analysis of the production processes and production management problems for the SM–CC–HR and the traditional cold charge process is given and planning and scheduling systems developed and methods used for SM– CC–HR production are reviewed.
Journal ArticleDOI

Nature's way of optimizing

TL;DR: In this article, Extremal Optimization is proposed to find high-quality solutions to hard optimization problems, inspired by self-organizing processes often found in nature, successively eliminating extremely undesirable components of sub-optimal solutions.
Journal ArticleDOI

An Improved Differential Evolution Algorithm for Practical Dynamic Scheduling in Steelmaking-Continuous Casting Production

TL;DR: An improved differential evolution algorithm with a real-coded matrix representation for each individual of the population, a two-step method for generating the initial population, and a new mutation strategy are proposed to solve the SCC scheduling problem.
Journal ArticleDOI

A novel hybrid algorithm for scheduling steel-making continuous casting production

TL;DR: The efficiency of HANO, a novel iterative algorithm based on a combination of ant colony optimization (ACO) and non-linear optimization methods, is compared with Genetic Algorithm, as a search method for both discrete and continuous variables.
Journal ArticleDOI

Decision support system for the batching problems of steelmaking and continuous-casting production

TL;DR: Investigation of two batching problems for steelmaking and continuous-casting production in an integrated iron and steel enterprise shows that the models and algorithms developed can generate the satisfactory solutions when they work together with the planning editor in the DSS.
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