Desalination network model driven decision support system: A case study of Saudi Arabia

被引:12
作者
Ishimatsu, Takuto [1 ]
Doufene, Abdelkrim [1 ]
Alawad, Abdullah [2 ]
de Weck, Olivier [1 ]
机构
[1] MIT, Cambridge, MA 02139 USA
[2] King Abdulaziz City Sci & Technol, Riyadh, Saudi Arabia
关键词
Desalination network; Decision support system; Multiconunodity flow; Optimization modeling;
D O I
10.1016/j.desal.2017.09.009
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
This study aims to develop a network model driven platform that supports decision-makers to make well-informed decisions for the efficient water supplies, taking Saudi Arabia as a case study. The water/energy network analysis should be able to identify optimal locations for sustainable desalination infrastructure investments, accounting for the existing assets and the current investment plans. The geographical aspect of individual resource production and distribution can be quantitatively handled by a graph-theoretic approach. This study employs a new multicommodity network flow model called the INFINIT (interdependent network flows with induced internal transformation) model, which enables to address water-energy nexus issues and to optimize the flow of multiple resources as well as placement of new water/energy facilities at the individual facility level. The INFINIT model in this study formulates and solves mixed-integer linear programming (MILP) problems to minimize the designated multi-objective functions of the total cost and CO2 emission. As a result of optimization, the Pareto-optimal solutions with different network flow topology and the downselected potential locations for new facilities are obtained. To effectively visualize alternative design and policy scenarios, two ways of visualization of the results are developed: a MATLAB-based graphical user interface and tabletop 3D map projection.
引用
收藏
页码:65 / 78
页数:14
相关论文
共 50 条
[41]   Decision support system applied to water resources management: PCJ Basins case study [J].
Lopes, Mayara Sakamoto ;
Bergamaschi Tercini, Joao Rafael ;
de Santi, Aline Doria ;
Pedrozo, Diogo Bernardo ;
Bonnecarrere Garcia, Joaquin Ignacio ;
Romero Gonzalez, Victor Alberto ;
Leo, Eduardo Cuoco .
REVISTA DE GESTAO AMBIENTAL E SUSTENTABILIDADE-GEAS, 2021, 10 (01)
[42]   A decision support system to reorganize medical service network in pandemic [J].
Ahadian, Sajjad ;
Pishvaee, Mir Saman ;
Jahani, Hamed .
IFAC PAPERSONLINE, 2022, 55 (10) :2914-2919
[43]   A multi-criteria decision support system to rank sustainable desalination plant location criteria [J].
Dweiri, Fikri ;
Khan, Sharfuddin Ahmed ;
Almulla, Asam .
DESALINATION, 2018, 444 :26-34
[44]   Sustainable Tourism Using Decision Support System Based On System Dynamics: A Case Study From Amsterdam [J].
Sharma, Mahak ;
Sehrawat, Rajat .
2019 INTERNATIONAL SYMPOSIUM ON ADVANCED ELECTRICAL AND COMMUNICATION TECHNOLOGIES (ISAECT), 2019,
[45]   A NEW STATISTICAL MODEL To Designing a Decision Support System [J].
Zahedi, Morteza ;
Pouyan, Ali ;
Hejazi, Esmat .
ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS: ARTIFICIAL INTELLIGENCE AND DECISION SUPPORT SYSTEMS, 2008, :524-530
[46]   A decision support system for constructing an alert classification model [J].
Jan, Nien-Yi ;
Lin, Shun-Chieh ;
Tseng, Shian-Shyong ;
Lin, Nancy P. .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) :11145-11155
[47]   Developing a decision support system for business model design [J].
Dave Daas ;
Toine Hurkmans ;
Sietse Overbeek ;
Harry Bouwman .
Electronic Markets, 2013, 23 :251-265
[48]   Study on Framework of Interactive and Collaborative Decision Making and Design of Support System Based on Network Center [J].
Peng, Pengfei ;
Yu, Qian .
2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2015, :128-131
[49]   Study on the Decision Support System for Optimal Operation of Cascaded Hydropower Plants in Local Power Network [J].
Zhong Wei ;
Song Yang ;
Tan Zhen-dong .
2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, :803-807
[50]   Semantic based Model Management in Decision Support System [J].
Zhang, Bo ;
Xiang, Yang .
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, :5782-5787