| 引用本文: | 胡健,秦玉杰,焦提操,等.泛在电力物联网环境下考虑碳排放权约束的VPP理性调峰模型[J].电力系统保护与控制,2020,48(3):49-57.[点击复制] |
| HU Jian,QIN Yujie,JIAO Ticao,et al.Rational peak shaving model of VPP considering carbon emission rights constraints in ubiquitous power internet of things environment[J].Power System Protection and Control,2020,48(3):49-57[点击复制] |
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| 摘要: |
| 建设泛在电力物联网的目标之一是促进清洁能源的消纳，应对能源消费清洁低碳转型的需求。泛在电力物联网环境下，以虚拟电厂(Virtual Power Plant，VPP)作为分布式可再生能源管理的手段，提出一种考虑碳排放权约束的VPP理性调峰模型。依据碳排放权配额制原则，建立三种不同碳排放权约束场景，并利用基于分布估计的膜算法分析三种场景下系统的调峰成本和环境效益。结果表明，碳排放权约束会导致调峰系统出力变化来减少碳排放量，但在一定范围内系统的碳排放量不随约束的变动而改变，具有一定的自由碳排放权约束空间。碳排放权约束水平会影响VPP调峰系统的经济成本，碳排放权的分配应遵循公平性和效率性原则。 |
| 关键词: 泛在电力物联网 虚拟电厂 调峰 碳排放权 膜算法 |
| DOI：10.19783/j.cnki.pspc.191210 |
| 投稿时间：2019-09-30修订日期：2019-12-18 |
| 基金项目:国家自然科学基金项目资助(61703249) |
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| Rational peak shaving model of VPP considering carbon emission rights constraints in ubiquitous power internet of things environment |
| HU Jian,QIN Yujie,JIAO Ticao,SHAO Xuanying |
| (School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China) |
| Abstract: |
| One of the goals of ubiquitous power internet of things is to make the energy consumption cleaner and lower carbon. Under the ubiquitous power internet of things, a peak shaving model considering carbon emission restriction is proposed based on Virtual Power Plant (VPP), which is used as a management means of distributed energy. According to the principle of carbon emission quota system, three different scenarios of carbon emission restriction are established, and the peak shaving cost and environmental benefits of the system under three scenarios are analyzed by using membrane computing based on distribution estimation. The results show that the carbon emission restriction will lead to the change of the output of peak shaving system to reduce carbon emissions, but within a certain range, the carbon emissions of the system will not change with the change of the restriction, in other words, there is a certain free carbon emission restriction space. The level of carbon emission restriction will affect the cost of VPP peak shaving system and the allocation of carbon emission rights should follow the principle of fairness and efficiency. This work is supported by National Natural Science Foundation of China (No. 61703249). |
| Key words: ubiquitous power internet of things virtual power plant peak shaving carbon emission rights membrane computing |
