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

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:
Engineering
Blast furnace
Offline reinforcement learning
Online Access:https://hdl.handle.net/10356/177989
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Institution: Nanyang Technological University
Language: English

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https://hdl.handle.net/10356/177989

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