A Review on the Optimization of Molten Iron Scheduling in the Blast Furnace - Converter Section of Steel Production

In the steel industry, the blast furnace - converter section is the core link connecting ironmaking and steelmaking. It is confronted with the dispatching pressure brought about by the sharp increase in orders, as well as challenges such as temperature drop, equipment utilization rate, and process coordination. The traditional manual scheduling mode is no longer suitable for the demands of intelligence, and there is a gap between the existing theory and practice. This article reviews the current research status of this section: The blast furnace area enhances production capacity and turnover rate through models such as logistics balance; The traveling area uses models such as spatio-temporal network flow to reduce conflicts and shorten transportation time. The steelmaking area optimizes the pretreatment through dynamic process scheduling and other measures to reduce temperature drop and equipment idleness. The "One package to the end" model and digital systems achieve full-process collaboration. Finally, the current challenges and future research directions of the blast furnace - converter section in steel production were discussed.

Authors

Institutions

Publication Details

Journal
Frontiers in Computing and Intelligent Systems
Published
2025-08-29
DOI
https://doi.org/10.54097/t1vy4g88
Primary Topic
Iron and Steelmaking Processes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Review on the Optimization of Molten Iron Scheduling in the Blast Furnace - Converter Section of Steel Production

Lin Zhang, He Xu
Frontiers in Computing and Intelligent Systems
Iron and Steelmaking Processes
article

A Review on the Optimization of Molten Iron Scheduling in the Blast Furnace - Converter Section of Steel Production

Lin Zhang, He Xu
article en

Abstract

In the steel industry, the blast furnace - converter section is the core link connecting ironmaking and steelmaking. It is confronted with the dispatching pressure brought about by the sharp increase in orders, as well as challenges such as temperature drop, equipment utilization rate, and process coordination. The traditional manual scheduling mode is no longer suitable for the demands of intelligence, and there is a gap between the existing theory and practice. This article reviews the current research status of this section: The blast furnace area enhances production capacity and turnover rate through models such as logistics balance; The traveling area uses models such as spatio-temporal network flow to reduce conflicts and shorten transportation time. The steelmaking area optimizes the pretreatment through dynamic process scheduling and other measures to reduce temperature drop and equipment idleness. The "One package to the end" model and digital systems achieve full-process collaboration. Finally, the current challenges and future research directions of the blast furnace - converter section in steel production were discussed.

Frontiers in Computing and Intelligent SystemsVol. 13(2)
North China University of Science and Technology (CN)
Openalex Percentile: Top 77%
Iron and Steelmaking Processes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.