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考虑供能可靠性的综合能源系统双层容量配置优化OA北大核心CSTPCD

Optimization of Double-layer Capacity Configuration for Comprehensive Energy Systems Considering Supply Reliability

中文摘要英文摘要

为有效降低综合能源系统在容量配置时的成本,提出一种考虑可靠性约束的双层优化配置算法.首先,基于综合能源系统的基本架构,提出上层为容量配置、下层为优化运行的双层容量配置优化模型;然后,在双层容量配置模型中加入利用序贯蒙特卡洛法抽取设备故障的马尔可夫两状态故障转移模型,评估系统的可靠性,并将得到的结果作为系统的可靠性约束;最终,输出满足可靠性约束区间的综合能源系统设备容量配置.结果表明,采用多种能源设备的综合能源系统,不仅提高了新能源机组的利用,降低化石能源的使用,还提高了系统的可靠性.最后,通过算例对比不同供能可靠性约束下系统容量配置的经济性,验证了所提模型的有效性.

To effectively reduce the cost of comprehensive en-ergy system capacity allocation,a double-layer optimal alloca-tion algorithm considering reliability constraints was proposed.Firstly,based on the fundamental architecture of the integrated energy system,a double-layer capacity allocation optimization model was carried out,of which the upper layer was for capa-city allocation and the lower layer was for optimal operation.Secondly,a Markov two-state fault transition model using se-quential Monte Carlo method to extract equipment faults was added to this double-layer capacity allocation model to evalu-ate the reliability of the system,and the obtained results were taken as the reliability constraints of the system.Ultimately,the equipment capacity configuration of the comprehensive energy system satisfying the reliability constraint interval was output.The outcome demonstrates that the comprehensive energy sys-tem with multiple energy equipment not only facilitates the util-ization of new energy units and reduces the use of fossil energy,but also improves the reliability of the system.Synchronously,the study case compares the economy of system capacity alloc-ation under different energy supply reliability constraints and verifies the effectiveness of the proposed model.

王森;孙欣;谢敬东;王思敏;江海林

上海电力大学电气工程学院,上海市杨浦区 200090

动力与电气工程

综合能源系统供能可靠性双层容量配置序贯蒙特卡洛

integrated energy systemsupply reliabilitydouble-layer capacity configurationsequential Monte Carlo

《现代电力》 2024 (005)

906-916 / 11

10.19725/j.cnki.1007-2322.2023.0128

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