Residential Flexibility Management: A Case Study in Distribution Networks

被引:9
|
作者
Kiljander, Jussi [1 ]
Gabrijelcic, Dusan [2 ]
Werner-Kytoelae, Otilia [3 ]
Krpic, Andrej [4 ]
Savanovic, Arso [4 ]
Stepancic, Ziva [2 ]
Palacka, Vladimir [5 ]
Takalo-Mattila, Janne [1 ]
Taumberger, Markus [1 ]
机构
[1] VTT Tech Res Ctr Finland, Espoo 02044, Finland
[2] Jozef Stefan Inst, Ljubljana 1000, Slovenia
[3] Fraunhofer Inst Appl Informat Technol FIT, D-53754 St Augustin, Germany
[4] Smart Com, Ljubljana 1231, Slovenia
[5] SAE Automat, Nova Dubnica 01851, Slovakia
来源
IEEE ACCESS | 2019年 / 7卷
基金
欧盟地平线“2020”;
关键词
Smart grids; flexibility management; residential buildings; demand-side management; distribution network; load forecasting; Internet of Things; HOME ENERGY MANAGEMENT; DEMAND-SIDE MANAGEMENT; SMART HOME; RENEWABLE GENERATION; LOAD MANAGEMENT; IMPACT; SYSTEM;
D O I
10.1109/ACCESS.2019.2923069
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Demand-side flexibility management is a key enabler of the transformation towards the high penetration of renewable energy resources. We present a flexibility-management system called Flex4Grid, which is designed to provide a low-cost solution for residential consumers wishing to participate in power-grid balancing. The Flex4Grid system continuously forecasts the need for flexibility in a power grid and informs consumers about the flexibility-management periods. Consumers can provide their flexibility to an aggregator in exchange for a reward, which depends on the selected incentive scheme. The automation of the flexibility-management events is provided by interfacing with devices and the system via the Z-Wave and open platform communication unified architecture (OPC UA) technologies. The Flex4Grid system has been deployed in three pilots in Slovenia and Germany. A large-scale pilot in Celje, Slovenia, with 1047 participants, was used to collect statistical data regarding how consumers participate in the flexibility-management events. A critical peak-pricing incentive scheme was used in the Celje pilot. The smaller German pilots with a total of 185 participants were used for testing the technical capabilities of the system. User-satisfaction surveys were performed in all three pilots. The results indicate that the proposed approach is appropriate for engaging consumers in flexibility-management events. On average, the pilots' participants reduced their load by 10% during a peak event. The overall scores of the user-satisfaction survey were 3.4 and 3.9 on a 5-point Likert scale for the German and Slovenian pilots, respectively. These are good results for a prototype system; however, improvements to the stability and usability of the system are required.
引用
收藏
页码:80902 / 80915
页数:14
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