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Indirect load control for electricity market risk management via risk-limiting dynamic contracts

机译:通过限制风险的动态合同间接控制电力市场风险

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A new indirect load control approach is developed for managing financial risks in electricity markets. These risks are generated by price volatility and demand uncertainty regarding distributed renewable generation as negative load. The proposed method is based on risk-limiting dynamic contracts between a load-serving entity and its customers. The contract framework allows the load-serving entity to incentivize the customers to control their loads in a way that is beneficial to itself, while ensuring the risk transferred to each customer be less than or equal to a pre-specified threshold. The difficulty arises due to the fact that the load-serving entity has very limited information: it has no capability of monitoring the states and controls of the customers' loads. The proposed contract approach resolves this difficulty by providing an appropriate compensation to each customer such that the customer has no incentive to hide his or her private information. The risk-limiting capability is achieved by explicitly taking into account the variance of each customer's payoff. We propose a dynamic programming-based approach to design such a contract. By using locational marginal price data from the Electricity Reliability Council of Texas as well as data on the electric energy consumption of customers in Austin, Texas, we estimate models necessary for designing the proposed contract and demonstrate the performance of the indirect load control program.
机译:开发了一种新的间接负载控制方法来管理电力市场中的金融风险。这些风险是由于价格波动和需求不确定性而产生的,这些不确定性将分布式可再生能源发电视为负负荷。所提出的方法基于负载服务实体与其客户之间的风险限制动态合同。合同框架允许负载服务实体以对自己有利的方式激励客户控制自己的负载,同时确保转移给每个客户的风险小于或等于预定阈值。出现困难的原因是,负载服务实体的信息非常有限:它无法监视客户负载的状态和控制。提议的合同方法通过向每个客户提供适当的补偿来解决此难题,从而使客户没有动机隐藏自己的私人信息。通过明确考虑每个客户收益的方差来实现风险限制功能。我们提出了一种基于动态编程的方法来设计此类合同。通过使用得克萨斯州电力可靠性委员会提供的地区性边际价格数据以及得克萨斯州奥斯汀的客户电力消耗数据,我们估算了设计拟议合同所需的模型,并证明了间接负荷控制程序的性能。

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