Long-term Value of Flexibility from Flexible Assets in Building Operation

被引:5
|
作者
Thorvaldsen, Kasper Emil [1 ]
Korpas, Magnus [1 ]
Farahmand, Hossein [1 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Elect Power Engn, N-7491 Trondheim, Norway
关键词
Demand-side management; Grid tariff; Operational planning; Stochastic dynamic programming; Expected future cost curve; ENERGY-STORAGE; STRATEGIES; CONSUMPTION; MANAGEMENT; IMPACTS; MODEL;
D O I
10.1016/j.ijepes.2021.107811
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work, we investigate how flexible assets within a residential building influence the long-term impact of operation. We use a measured-peak grid tariff (MPGT) that puts a cost on the highest single-hour peak import over the month. We apply a mathematical model of a Home Energy Management System (HEMS) together with Stochastic Dynamic Programming (SDP), which calculates the long-term impact of operating as a non-linear expected future cost curve (EFCC) from the end of the scheduling period to the start. The proposed model is applied to a case study for a Norwegian building with smart control of a battery energy storage system (BESS), Electric vehicle (EV) charging and space heating (SH). Each of the flexible assets are investigated individually with MPGT and for an energy-based grid tariff. The results showed that EV charging has the highest peak-power impact in the system, decreasing the total electricity cost by 14.6% with MPGT when controllable compared to a reference case with passive charging. It is further shown how the EFCC helps achieve optimal timing and level of the peak demand, where it co-optimizes both real-time pricing and the MPGT.
引用
收藏
页数:10
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