Reinforcement learning for blast furnace ironmaking operation with safety and partial observation considerations

Making proper decision online in complex environment during the blast furnace (BF) operation is a key factor in achieving long-term success and profitability in the steel manufacturing industry. Regulatory lags, ore source uncertainty, and continuous decision requirement make it a challenging task....

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Bibliographic Details
Main Authors: Jiang, Ke, Jiang, Zhaohui, Jiang, Xudong, Xie, Yongfang, Gui, Weihua
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177989
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Institution: Nanyang Technological University
Language: English