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Data-driven multi-period modeling and optimization for the industrial steam system of large-scale refineries

Tiantian Xu,Tianyue Li,Jian Long,Liang Zhao,Wenli Du

CHEMICAL ENGINEERING SCIENCE（2023）

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Abstract
•A novel steam system model with periodic process steam demand is established.•The optimized model is proposed according to CO2 emission and outsourced steam.•Uncertainty of equipment failure is discretely classified into three scenarios.•Three cases of a real refinery are explored based on the proposed model.
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Key words
Refinery steam system,Mixed-integer non-linear programming,Multi-period modeling,Multi-level optimization,CO2 emission,Uncertainty
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