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Robust optimization for improving resilience of integrated energy systems with electricity and natural gas infrastructures 被引量:17

Robust optimization for improving resilience of integrated energy systems with electricity and natural gas infrastructures
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摘要 The integration of natural gas in electricity network requires a more reliable operating plan for increasing uncertainties in the whole system. In this paper, a threestage robust optimization model is proposed for resilient operation of energy system which integrates electricity and natural gas transmission networks with the objective of minimizing load curtailments caused by attacks. Nonconvex constrains are linearized in order to formulate the dual problem of optimal energy flow. Then, the proposed three-stage problem can be reformulated into a two-stage mixed integer linear program(MILP) and solved by Benders decomposition algorithm. Numerical studies on IEEE30-bus power system with 7-node natural gas network and IEEE 118-bus power system with 14-node natural gas network validate the feasibility of the proposed model for improving resilience of integrated energy system. Energy storage facilities are also considered for the resiliency analysis. The integration of natural gas in electricity network requires a more reliable operating plan for increasing uncertainties in the whole system. In this paper, a threestage robust optimization model is proposed for resilient operation of energy system which integrates electricity and natural gas transmission networks with the objective of minimizing load curtailments caused by attacks. Nonconvex constrains are linearized in order to formulate the dual problem of optimal energy flow. Then, the proposed three-stage problem can be reformulated into a two-stage mixed integer linear program(MILP) and solved by Benders decomposition algorithm. Numerical studies on IEEE30-bus power system with 7-node natural gas network and IEEE 118-bus power system with 14-node natural gas network validate the feasibility of the proposed model for improving resilience of integrated energy system. Energy storage facilities are also considered for the resiliency analysis.
出处 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2018年第5期1066-1078,共13页 现代电力系统与清洁能源学报(英文)
基金 supported by National Natural Science Foundation of China(No.51577116)
关键词 RESILIENCE Robust optimization Integrated ENERGY SYSTEMS Natural gas networks ENERGY storage SYSTEMS Resilience Robust optimization Integrated energy systems Natural gas networks Energy storage systems
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