Electrical load tracking scheduling of a steel plant

被引:136
作者
Nolde, Kristian [1 ]
Morari, Manfred [1 ]
机构
[1] ETH, Automat Control Lab, CH-8092 Zurich, Switzerland
关键词
Steel plant; Mixed integer programming problem; Load tracking;
D O I
10.1016/j.compchemeng.2010.01.011
中图分类号
TP39 [计算机的应用];
学科分类号
080201 [机械制造及其自动化];
摘要
This paper presents a scheduling solution for electrical load tracking of a steel plant. In the scheduling problem the electricity consumption of the plant is pre-specified by an energy curve. During production all tasks must be scheduled such that the total electricity consumption of all machines tracks the scheduled consumption as closely as possible while respecting all production constraints. All energy over-and underconsumption is penalized since it results in fines from the electricity producer. The problem is formulated as a mixed integer programming problem. The scheduling model uses a continuous time formulation. The model is tested on production data from industry. The results show that the continuous time scheduling model can be successfully applied for the electrical load tracking scheduling of a steel plant. By using this type of scheduling the plant owner can potentially minimize over-and underconsumption and thereby reduce his costs. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1899 / 1903
页数:5
相关论文
共 16 条
[1]
Mixed integer programming: A historical perspective with Xpress-MP [J].
Ashford, Robert .
ANNALS OF OPERATIONS RESEARCH, 2007, 149 (01) :5-17
[2]
Progress in computational mixed integer programming - A look back from the other side of the tipping point [J].
Bixby, Robert ;
Rothberg, Edward .
ANNALS OF OPERATIONS RESEARCH, 2007, 149 (01) :37-41
[3]
Boukas E. K., 1990, Annals of Operations Research, V26, P289
[4]
THE SCHEDULE-SEQUENCING PROBLEM [J].
BOWMAN, EH .
OPERATIONS RESEARCH, 1959, 7 (05) :621-624
[5]
*DASH OPT, 2007, XPRESS OPT REF MAN R
[6]
DUTTA G, 2001, MANUFACTURING SERVIC, V3, P387, DOI DOI 10.1287/MSOM.3.4.387.9972
[7]
Continuous-time versus discrete-time approaches for scheduling of chemical processes: a review [J].
Floudas, CA ;
Lin, XX .
COMPUTERS & CHEMICAL ENGINEERING, 2004, 28 (11) :2109-2129
[8]
Grossmann I.E., 1996, Batch Processing Systems Engineering, V143, P451
[9]
A decomposition approach for the scheduling of a steel plant production [J].
Harjunkoski, I ;
Grossmann, IE .
COMPUTERS & CHEMICAL ENGINEERING, 2001, 25 (11-12) :1647-1660
[10]
*ILOG, 2006, ILOG CPLEX 10 0 US M