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A General Sensitivity Analysis Approach for Demand Response Optimizations. (arXiv:1810.02815v1 [cs.CE])
来源于:arXiv
It is well-known that demand response can improve the system efficiency as
well as lower consumers' (prosumers') electricity bills. However, it is not
clear how we can either qualitatively identify the prosumer with the most
impact potential or quantitatively estimate each prosumer's contribution to the
total social welfare improvement when additional resource capacity/flexibility
is introduced to the system with demand response, such as allowing net-selling
behavior. In this work, we build upon existing literature on the electricity
market, which consists of price-taking prosumers each with various appliances,
an electric utility company and a social welfare optimizing distribution system
operator, to design a general sensitivity analysis approach (GSAA) that can
estimate the potential of each consumer's contribution to the social welfare
when given more resource capacity. GSAA is based on existence of an efficient
competitive equilibrium, which we establish in the paper. When prosume 查看全文>>