A hybrid time MILP model for the pump scheduling of multi-product pipelines based on the rigorous description of the pipeline hydraulic loss changes

被引:43
作者
Zhou, Xingyuan [1 ]
Zhang, Haoran [1 ,2 ]
Qiu, Rui [1 ]
Liang, Yongtu [1 ]
Wu, Guangming [2 ]
Xiang, Chengcheng [3 ]
Yan, Xiaohan [4 ]
机构
[1] China Univ Petr, Natl Engn Lab Pipeline Safety, Beijing Key Lab Urban Oil & Gas Distribut Technol, Fuxue Rd 18, Beijing 102249, Peoples R China
[2] Univ Tokyo, Ctr Spatial Informat Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778568, Japan
[3] Univ Southern Calif, Viterbi Sch Engn, 3650 McClintockAve, Los Angeles, CA 90089 USA
[4] Res Inst China Natl Offshore Oil Corp, Sun Palace South St 6, Beijing 100027, Peoples R China
基金
中国国家自然科学基金;
关键词
Pump scheduling; Multi-product pipeline; Mixed-integer linear programming; Hydraulic loss; Time continuity; DECOMPOSITION APPROACH; SINGLE-SOURCE; OPTIMIZATION; PRODUCTS; OPERATION; NETWORK; SYSTEMS; ENERGY; FRAMEWORK; STATION;
D O I
10.1016/j.compchemeng.2018.10.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
As the primary means of transporting refined products, multi-product pipelines play a significant role in ensuring downstream energy supply. The pump scheduling optimization of multi-product pipeline can significantly lower the energy consumption of the pipeline. With the input parameters of pipeline flowrates and batch interface locations, which are determined by a specific detailed schedule, this paper first proposes an innovative method for a rigorous description of pipeline hydraulic loss changes during the multi-batch sequential transportation process. Based on the hybrid time representation, the scheduling horizon is divided into two levels of time windows and a mixed-integer linear programming (MILP) model for the pump scheduling of multi-product pipelines is established according to the proposed method. Various technical and operational constraints are considered. Finally, the established model is successfully applied to a real-world multi-product pipeline, with three operation modes, in China. The superiority, accuracy, and applicability of this model are validated in detail through comparison with a previous model. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:174 / 199
页数:26
相关论文
共 66 条
[1]   An MILP-based formulation for minimizing pumping energy costs of oil pipelines: Beneficial to both the environment and pipeline companies [J].
Abbasi E. ;
Garousi V. .
Energy Systems, 2010, 1 (4) :393-416
[2]  
Barreto CV, 2004, INT PIP C, P23
[3]   A convex mathematical program for pump scheduling in a class of branched water networks [J].
Bonvin, Gratien ;
Demassey, Sophie ;
Le Pape, Claude ;
Maizi, Nadia ;
Mazauric, Vincent ;
Samperio, Alfredo .
APPLIED ENERGY, 2017, 185 :1702-1711
[4]   An Operational Scheduling Model to Product Distribution through a Pipeline Network [J].
Boschetto, Suelen N. ;
Magatao, Leandro ;
Brondani, William M. ;
Neves, Flavio, Jr. ;
Arruda, Lucia V. R. ;
Barbosa-Povoa, Ana P. F. D. ;
Relvas, Susana .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (12) :5661-5682
[5]   Optimal scheduling of multiproduct pipeline systems using a non-discrete MILP formulation [J].
Cafaro, DC ;
Cerdá, J .
COMPUTERS & CHEMICAL ENGINEERING, 2004, 28 (10) :2053-2068
[6]   Dynamic scheduling of multiproduct pipelines with multiple delivery due dates [J].
Cafaro, Diego C. ;
Cerda, Jaime .
COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (4-5) :728-753
[7]   Rigorous scheduling of mesh-structure refined petroleum pipeline networks [J].
Cafaro, Diego C. ;
Cerda, Jaime .
COMPUTERS & CHEMICAL ENGINEERING, 2012, 38 :185-203
[8]   Operational scheduling of refined products pipeline networks with simultaneous batch injections [J].
Cafaro, Diego C. ;
Cerda, Jaime .
COMPUTERS & CHEMICAL ENGINEERING, 2010, 34 (10) :1687-1704
[9]  
Cafaro V.G., 2013, Iberoam. J. Ind. Eng., V5, P115
[10]   Optimization model for the detailed scheduling of multi-source pipelines [J].
Cafaro, Vanina G. ;
Cafaro, Diego C. ;
Mendez, Carlos A. ;
Cerda, Jaime .
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 88 :395-409