A decision tree based decomposition method for oil refinery scheduling

Xiaoyong Gao; Dexian Huang; Yongheng Jiang; Tao Chen

doi:10.1016/j.cjche.2017.10.006

Your Location：

Home >

Browse articles >

A decision tree based decomposition method for oil refinery scheduling

Selected Papers from the Chinese Process Systems Engineering Annual Meeting 2017 | Updated：2026-01-06

- A decision tree based decomposition method for oil refinery scheduling
- A decision tree based decomposition method for oil refinery scheduling
- 中国化学工程学报（英文版） 2018年26卷第8期页码：1605-1612
- Affiliations：
  
  1. 2 Department of Automation, Tsinghua University,Beijing,China,100084
  2. 3 Department of Chemical and Process Engineering, University of Surrey, Guildford,UK,GU2 7XH
- Author bio：
- Funds：
- DOI：10.1016/j.cjche.2017.10.006
  中图分类号：
- 纸质出版：2018
- Accepted：
Scan QR Code
Xiaoyong Gao, Dexian Huang, Yongheng Jiang, 等. A decision tree based decomposition method for oil refinery scheduling[J]. 中国化学工程学报（英文版）, 2018,26(8):1605-1612.

Xiaoyong Gao, Dexian Huang, Yongheng Jiang, Tao Chen. A decision tree based decomposition method for oil refinery scheduling[J]. Chin.J.Chem.Eng., 2018, 26(8): 1605-1612.
Xiaoyong Gao, Dexian Huang, Yongheng Jiang, 等. A decision tree based decomposition method for oil refinery scheduling[J]. 中国化学工程学报（英文版）, 2018,26(8):1605-1612. DOI： 10.1016/j.cjche.2017.10.006.

Xiaoyong Gao, Dexian Huang, Yongheng Jiang, Tao Chen. A decision tree based decomposition method for oil refinery scheduling[J]. Chin.J.Chem.Eng., 2018, 26(8): 1605-1612. DOI： 10.1016/j.cjche.2017.10.006.

摘要

Abstract

Refinery scheduling attracts increasing concerns in both academic and industrial communities in recent years. However

due to the complexity of refinery processes

little has been reported for success use in real world refineries. In academic studies

refinery scheduling is usually treated as an integrated

large-scale optimization problem

though such complex optimization problems are extremely difficult to solve. In this paper

we proposed a way to exploit the prior knowledge existing in refineries

and developed a decision making system to guide the scheduling process. For a real world fuel oil oriented refinery

ten adjusting process scales are predetermined. A C4.5 decision tree works based on the finished oil demand plan to classify the corresponding category (i.e. adjusting scale). Then

a specific sub-scheduling problem with respect to the determined adjusting scale is solved. The proposed strategy is demonstrated with a scheduling case originated from a real world refinery.

关键词

Keywords

references

浏览量

242

Downloads

CSCD

文章被引用时，请邮件提醒。

Submit

工具集

关联资源

Synthesis of flexible inter-plant heat exchanger networks: A decomposition method considering intermedium fluid circles

A continuous-time formulation for refinery production scheduling problems involving operational transitions in mode switching

A novel two-stage Lagrangian decomposition approach for refinery production scheduling with operational transitions in mode switching

Bubble dispersion intensification via flow guidance and drainage in a bubble column with internals

Synergistically coupling of vertically oriented Ru/Co co-doped MoS2 with interfacial engineering for efficient electrochemical hydrogen evolution