石油炼制与化工 ›› 2016, Vol. 47 ›› Issue (8): 93-97.

• 控制与优化 • 上一篇    下一篇

原油调度优化中的分段线性松弛研究

周祥,周智菊,吕宁,郭锦标   

  1. 中国石化石油化工科学研究院
  • 收稿日期:2016-04-13 修回日期:2016-04-28 出版日期:2016-08-12 发布日期:2016-07-26
  • 通讯作者: 周祥 E-mail:zhoux.ripp@sinopec.com

STUDY ON PIECEWISE LINEAR RELAXATION FOR CRUDE SCHEDULING OPTIMIZATION

  • Received:2016-04-13 Revised:2016-04-28 Online:2016-08-12 Published:2016-07-26
  • Contact: Xiang Zhou E-mail:zhoux.ripp@sinopec.com

摘要:

针对混合原油性质计算导致原油调度优化模型中出现非线性约束并严重影响模型求解性能的情况,采用分段线性松弛法将非线性约束转化为线性形式,使模型可应对原油多次混合的复杂情况。以实际炼油厂的原油调度优化为例,对混合原油硫含量计算作线性转化,并将分段线性松弛法与两种常见方法的应用效果进行了对比。计算结果表明:分段线性松弛法可使模型的求解性能达到工业应用要求;当加工油种的硫质量分数为0.50%~3.00%时,分段线性松弛法更有利于获得优化的调度方案;当加工油种硫质量分数的差异由0.50%增加至2.50%时,分段线性松弛法对厂区罐内混合原油硫含量的计算值均接近实际值,相对偏差低于5%,可确保模型的准确度满足工业应用要求。

关键词: 原油调度, 优化模型, 分段线性松弛, 硫含量

Abstract:

The efficiency of solving crude scheduling optimization models is seriously affected by nonlinear constraints, which are produced by the property calculations of mixed crudes. In order to empower the model to cope with multiple crude pooling situations, a piecewise linear relaxation approach was employed to convert the nonlinear constraints into linear ones. Crude scheduling optimization of a real refinery was used as an example and the sulfur content calculations of mixed crudes were converted into linear forms. The effect of the piecewise linear relaxation approach was compared with another two frequently-used approaches. The results indicated that by use of the piecewise linear relaxation approach, the efficiency of solving the converted model met industrial application demand; while the sulfur contents of the processed crudes lied between 0.50% and 3.00%, the piecewise linear relaxation approach was more conducive to acquire optimal scheduling schemes; as the sulfur content difference of the processed crudes increased from 0.50% to 2.50%, the calculated sulfur contents of mixed crudes in charging tanks remained close to the actual value with the piecewise linear relaxation approach, the relative deviations were under 5% and therefore the industrial demand for model accuracy was satisfied.

Key words: crude scheduling, optimization model, piecewise linear relaxation, sulfur content