Complex network approach for the structural optimization of global crude oil trade system
It is essential to reveal the optimal structure of global crude oil supply and demand, which has become one of the most important factors affecting every country’s energy strategy and economic development. However, the existing crude oil supply and demand structure does not function well. This paper...
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Published in | Journal of cleaner production Vol. 251; p. 119366 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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01.04.2020
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Abstract | It is essential to reveal the optimal structure of global crude oil supply and demand, which has become one of the most important factors affecting every country’s energy strategy and economic development. However, the existing crude oil supply and demand structure does not function well. This paper proposes a distributed bipartite network to model crude oil trade. The optimal network structure, which has the minimal total trade cost is obtained by Simulated Annealing Algorithm. The presented optimization model encompasses the framework of complex network theory and crude oil trading issues, providing a good solution for the crude oil trade system. Comparing with the pre-optimized trading network, the proposed model can effectively reduce trade cost. The Robustness Indicator is proposed to reveal that the major oil-exporting countries choose their partners more wisely and the trade relations are steadier. In the optimal distributed network, both the major oil-exporting countries and major oil-importing countries play important roles in distributing crude oil among the trading countries. Overall, the proposed model offers fresh insights for structural reconstruction of crude oil supply and demand network centered on the efficient usage of crude oil and keeping the international oil trade running smoothly.
•The actual crude oil supply and demand structure exists poorly functioning.•The optimal crude oil distributionconfiguration requires mathematical models.•The structure of oil tradenetworkis optimizedby minimizing the total trade cost.•In the optimized network, major trading nations are more wisely in choosing partners. |
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AbstractList | It is essential to reveal the optimal structure of global crude oil supply and demand, which has become one of the most important factors affecting every country’s energy strategy and economic development. However, the existing crude oil supply and demand structure does not function well. This paper proposes a distributed bipartite network to model crude oil trade. The optimal network structure, which has the minimal total trade cost is obtained by Simulated Annealing Algorithm. The presented optimization model encompasses the framework of complex network theory and crude oil trading issues, providing a good solution for the crude oil trade system. Comparing with the pre-optimized trading network, the proposed model can effectively reduce trade cost. The Robustness Indicator is proposed to reveal that the major oil-exporting countries choose their partners more wisely and the trade relations are steadier. In the optimal distributed network, both the major oil-exporting countries and major oil-importing countries play important roles in distributing crude oil among the trading countries. Overall, the proposed model offers fresh insights for structural reconstruction of crude oil supply and demand network centered on the efficient usage of crude oil and keeping the international oil trade running smoothly.
•The actual crude oil supply and demand structure exists poorly functioning.•The optimal crude oil distributionconfiguration requires mathematical models.•The structure of oil tradenetworkis optimizedby minimizing the total trade cost.•In the optimized network, major trading nations are more wisely in choosing partners. |
ArticleNumber | 119366 |
Author | Qing, Ting Wang, Chao Dong, Gaogao Chen, Lin Wang, Minggang Vilela, André L.M. Du, Ruijin Tian, Lixin Stanley, H. Eugene Li, Ruiqi |
Author_xml | – sequence: 1 givenname: Gaogao surname: Dong fullname: Dong, Gaogao organization: Center of Energy Development and Environmental Protection, Jiangsu University, Zhenjiang, 212013, Jiangsu, PR China – sequence: 2 givenname: Ting surname: Qing fullname: Qing, Ting organization: Center of Energy Development and Environmental Protection, Jiangsu University, Zhenjiang, 212013, Jiangsu, PR China – sequence: 3 givenname: Ruijin surname: Du fullname: Du, Ruijin email: mathdudo@ujs.edu.cn organization: Center of Energy Development and Environmental Protection, Jiangsu University, Zhenjiang, 212013, Jiangsu, PR China – sequence: 4 givenname: Chao surname: Wang fullname: Wang, Chao organization: Research Base of Beijing Modern Manufacturing Development, College of Economics and Management, Beijing University of Technology, Beijing, 100124, PR China – sequence: 5 givenname: Ruiqi surname: Li fullname: Li, Ruiqi organization: College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, 100875, PR China – sequence: 6 givenname: Minggang surname: Wang fullname: Wang, Minggang organization: School of Mathematical Science, Nanjing Normal University, Nanjing, 210042, Jiangsu, PR China – sequence: 7 givenname: Lixin surname: Tian fullname: Tian, Lixin organization: Center of Energy Development and Environmental Protection, Jiangsu University, Zhenjiang, 212013, Jiangsu, PR China – sequence: 8 givenname: Lin surname: Chen fullname: Chen, Lin organization: Center for Polymer Studies and Department of Physics, Boston University, Boston, 02215, MA, USA – sequence: 9 givenname: André L.M. surname: Vilela fullname: Vilela, André L.M. organization: Center for Polymer Studies and Department of Physics, Boston University, Boston, 02215, MA, USA – sequence: 10 givenname: H. Eugene surname: Stanley fullname: Stanley, H. Eugene organization: Center for Polymer Studies and Department of Physics, Boston University, Boston, 02215, MA, USA |
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Keywords | Global crude oil trade Supply and demand structure Optimization Complex network |
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