Demand response analysis in smart grids using fuzzy clustering model

被引:0
作者
机构
[1] University of Évora, Évora
[2] Lisbon Superior Engineering Institute - ISEL, Lisbon
[3] Center of Technology and Systems, University Nova de Lisboa, Lisbon
来源
| 1600年 / Springer Science and Business Media, LLC卷 / 394期
关键词
Demand response; Fuzzy subtractive clustering; Smart grid;
D O I
10.1007/978-3-642-37291-9_43
中图分类号
学科分类号
摘要
This paper focuses on an analysis of demand response in a smart grid context, presenting the model considerations and architecture. Domestic consumption is divided into groups in order to cover the adequate modeling. A fuzzy subtractive clustering method is applied to demand response on several domestic consumption scenarios and results analyses are presented. The demand response developed model aims to support consumers decisions regarding their consumption needs and possible economical benefits. © IFIP International Federation for Information Processing 2013.
引用
收藏
页码:403 / 412
页数:9
相关论文
共 14 条
[1]  
Boshell F., Veloza O.P., Review of developed demand side management programs including different concepts and their results, Proc. On Trans. Dist. Conf. Exp., pp. 1-7, (2008)
[2]  
Johnson K., Thomas E., The Fundamentals of Liking Demand Side Management Strategies with Program Implementation Tactics, (2012)
[3]  
Feenstra C., Backhaus J., Heiskanand E., How to Change consumers’ Energy-Related <Checkcomponent>Behaviour?</Checkcomponent>, (2012)
[4]  
Ferreira J., Demand Side Management, Igenium, pp. 1-16, (2012)
[5]  
Bui N., Castellani A.P., Casari P., Zorzi M., The Internet of Energy: A Web-Enabled Smart Grid System, pp. 39-45, (2012)
[6]  
Yun M., Yuxin B., Research on the architecture and key technology of internet of things (IoT), Proc. IEEE Int. Conf. On Adv. In Energy Eng., pp. 69-72, (2010)
[7]  
Ciuciu I., Meersman R., Dillon T., Social network of smart-metered homes and SMEs for grid-based renewable energy exchange, Proc 6Th IEEE Int. Conf. Digital Ecosystems Tech. – DEST, pp. 1-6, (2012)
[8]  
Haney A.B., Jamasb T., Platchkov L.M., Pollitt M.G., Demand-Side Management Strategies and the Residential Sector: Lessons from International Experience, (2010)
[9]  
Delgado R.M., Demand-side management alternatives, Proceedings of IEEE, 73, pp. 1471-1488, (1985)
[10]  
Stromback J., The development of demand response in Europe, Proc. Smart Grid Tech. Conf. and Exhib., (2010)