Zhaoguang Pan, Qinglai Guo, Hongbin Sun. Impacts of optimization interval on home energy scheduling for thermostatically controlled appliances[J]. CSEE Journal of Power and Energy Systems, 2015, 1(2): 90-100.
DOI:
Zhaoguang Pan, Qinglai Guo, Hongbin Sun. Impacts of optimization interval on home energy scheduling for thermostatically controlled appliances[J]. CSEE Journal of Power and Energy Systems, 2015, 1(2): 90-100. DOI: 10.17775/CSEEJPES.2015.00024.
Impacts of optimization interval on home energy scheduling for thermostatically controlled appliances
摘要
Abstract
Home energy management systems (HEMS) have attracted much attention in recent years for energy efficiency and cost savings. Home energy scheduling is an important function of the HEMS
especially for thermostatically controlled appliances (TCAs). Optimization interval is a basic parameter in home energy scheduling
a topic that has been seldom studied before. This paper studies the impacts of optimization interval on home energy scheduling taking into consideration four scheduling strategies for TCAs. A tracking strategy is developed to arrive at a suboptimal solution while avoiding unacceptable solving time. The impact mechanism of optimization interval is analyzed. The optimization interval takes into account the scheduling ability of HEMS
flexibility of TCAs
the feasibility of scheduling
scheduling performances
user experiences
and model accuracy. The flexibility of TCAs
which depends on optimization interval
is defined and modeled. Two time division methods are proposed
namely
consistent interval division method (CIDM) and inconsistent interval division method (IIDM). Numerical simulation is carried out to verify the analysis. The results show that optimization interval impacts the flexibility
feasibility
and performance of scheduling. The proposed tracking strategy is seen as an effective method for HEMS.