期刊
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS
卷 9, 期 3, 页码 1036-1050出版社
CHINA ELECTRIC POWER RESEARCH INST
DOI: 10.17775/CSEEJPES.2020.05710
关键词
Costs; Tariffs; Buildings; Energy consumption; Uncertainty; Psychology; HVAC; Demand response; renewable energy; smart grid; unit commitment
Demand response offers consumers the opportunity to play a crucial role in the development of smart grids. It provides a potential solution to address the uncertainties associated with renewable energies. Additionally, the personality types of consumers can influence their tariff choices and electricity costs.
Demand response creates an opportunity for consumers to play an important role in the development of smart grids. With the advent of renewable energies and their uncertainties, demand response provides a possible solution to resolve these uncertainties. In addition to demand response schemes in the presence of renewable energy, the personality types of consumers can influence the choice of tariffs and change their electricity costs. In this paper, first, household residents with different types of personalities are considered as energy consumers. Secondly, the uncertainty of renewable energy sources is considered for the distributed generations scheduling by using a stochastic method called the Here-and-Now approach and considering three tariffs, time of use, real-time pricing, and direct load control in the residential sector to reduce total costs. Finally, the tariff choice is compared based on people preferences via various personality types, the Myers-Briggs Type Indicator test, and simulations results. Also, a probabilistic unit commitment methodology is used for distributed generations scheduling to minimize the total cost. The financial losses caused by non-optimal tariffs selection are determined through the comparison of tariffs. Simulation results show that time of use and direct load control tariffs are optimal ones in summer and winter seasons, respectively.
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