Regional-scale water-energy nexus management by a mixed Possibilistic-Flexible robust nonlinear programming model

被引:7
作者
Chen, Chen [1 ]
Zhang, Xiaodong [1 ]
Wang, Shuguang [1 ]
Zhang, Huayong [2 ]
机构
[1] Shandong Univ, Sch Environm Sci & Engn, Qingdao 266237, Shandong, Peoples R China
[2] North China Elect Power Univ, Res Ctr Engn Ecol & Nonlinear Sci, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Water-energy nexus; Fuzzy uncertainty; Robustness; Nonlinear; Mixed integer; Optimization; NETWORK DESIGN; FUZZY; OPTIMIZATION; SYSTEM; ELECTRICITY; MITIGATION;
D O I
10.1016/j.jhydrol.2021.126852
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With the severe shortages and increasing demands of water and energy resources, water and energy system analysis and management have attracted more and more attentions recently. In this study, a nonlinear mixed Possibilistic-Flexible Robust Water-Energy nexus model, named PFRWE, is developed for supporting integrated planning of water and energy nexus at a regional-scale. The developed PFRWE model has improved upon the existing methods for water-energy nexus through incorporation of fuzzy flexible programming, fuzzy possibilistic programming, robust programming and mixed integer nonlinear programming into a general framework. Robustness of the model and solution processes will be improved, including optimality robustness and feasibility robustness, based on the preferences of decision makers. Application of the PFRWE model to a real-world case study in Liaoning province, China has tested its applicability in regional water-energy nexus system management. Optimal decisions on the amounts of water production and electricity generation, new power and water plants construction, the types of new power and water plants, amounts of water consumption for electricity generation, amounts of electricity consumption for water production, and amounts of imported electricity are obtained. Tradeoffs between robustness and water production, electricity generation, imported electricity and expected total system profit are analyzed. By comparing the solutions of the PFRWE model and the deterministic model, it is found that the PFRWE model has advantages in maintaining feasibility and reducing variations of objective value under higher robustness or optimizing objective value under lower robustness.
引用
收藏
页数:24
相关论文
共 72 条
[1]  
[Anonymous], 2018, CHINA WATER NETWORK
[2]  
[Anonymous], 2017, LIAOSHEN EVENING NEW
[3]  
[Anonymous], 2019, CHINA ENERGY NEWS
[4]  
[Anonymous], 2004, EUROPEAN WATER
[5]  
[Anonymous], 2013, CHINA POWER NEWS
[6]   Water consumption from hydropower plants - review of published estimates and an assessment of the concept [J].
Bakken, T. H. ;
Killingtveit, A. ;
Engeland, K. ;
Alfredsen, K. ;
Harby, A. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2013, 17 (10) :3983-4000
[7]  
Bakken TH, 2013, IAHS-AISH P, V362, P155
[8]   Temporal analysis of water-energy nexus indicators for hydropower generation and water pumping in the Lower Blue Nile Basin [J].
Basheer, Mohammed ;
Elagib, Nadir Ahmed .
JOURNAL OF HYDROLOGY, 2019, 578
[9]  
Bauer D., 2014, WATER ENERGY NEXUS C
[10]   Considering the energy, water and food nexus: Towards an integrated modelling approach [J].
Bazilian, Morgan ;
Rogner, Holger ;
Howells, Mark ;
Hermann, Sebastian ;
Arent, Douglas ;
Gielen, Doff ;
Steduto, Pasquale ;
Mueller, Alexander ;
Komor, Paul ;
Tol, Richard S. J. ;
Yumkella, Kandeh K. .
ENERGY POLICY, 2011, 39 (12) :7896-7906