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Interval optimization based coordination scheduling of gas–electricity coupled system considering wind power uncertainty, dynamic process of natural gas flow and demand response management

机译:考虑风电不确定性的气电耦合系统的间隔优化协调调度,天然气流量的动态过程和需求响应管理

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With the remarkable growth of natural gas consumption and the development of renewable energy worldwide in recent years, the penetration capacity of gas-fired generators and uncertain renewable energy has significantly become larger, which poses a great challenge to the reliable and economic operation of the gas–electricity interconnected system. This paper proposes an interval optimization based coordination scheduling model for the gas–electricity coupled system considering the dynamic characteristics of natural gas flow, wind power integration and demand response management. By introducing the arithmetic and order relation of interval numbers, the objective function and corresponding constraints for the interval-based dispatch model can be converted into the deterministic expressions with degrees of pessimism, then the proposed model can be solved in the master-subproblem framework. On this basis, two case studies are implemented on the 6-bus power system integrated with 6-node natural gas system and the modified IEEE 118-bus system with 10-node natural gas system to investigate the impact of gas flow dynamic process, demand response management, wind power uncertainty on the scheduling solution of the coupled systems. Moreover, the scenario-based stochastic optimization and robust optimization methods are carried out for comparison. Simulation results demonstrate the effectiveness of the proposed interval optimization method.
机译:近年来,由于天然气消费的显着增长和全球可再生能源的发展,燃气发电机的渗透能力和不确定的可再生能源的渗透能力显着变得更大,这对气体可靠和经济运行构成了巨大挑战电电互连系统。本文提出了考虑天然气流动,风力集成和需求响应管理的动态特性的气电耦合系统的基于间隔优化的协调调度模型。通过引入间隔数的算术和顺序关系,可以将基于间隔的调度模型的目标函数和相应的约束转换为具有悲观程度的确定性表达式,然后可以在主子节点框架中解决所提出的模型。在此基础上,两种案例研究是在与6节天然气系统集成的6柱电力系统上实施,改进的IEEE 118总线系统,具有10节天然气系统,以研究气流动态过程的影响,需求响应管理,耦合系统调度解决方案的风能不确定性。此外,对基于场景的随机优化和鲁棒优化方法进行了比较。仿真结果证明了所提出的间隔优化方法的有效性。

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