Value and granularity of la and smart meter data in demand response systems

被引:42
作者
Feuerriegel, Stefan [1 ]
Bodenbenner, Philipp [1 ]
Neumann, Dirk [1 ]
机构
[1] Univ Freiburg, Chair Informat Syst Res, Pl Alten Synagoge, D-79098 Freiburg, Germany
关键词
Demand response; Load shifting; Smart meters; Electricity markets; Information granularity; Business models; CHALLENGES;
D O I
10.1016/j.eneco.2015.11.016
中图分类号
F [经济];
学科分类号
02 ;
摘要
The large-scale integration of intermittent resources of power generation leads to unprecedented fluctuations on the supply side. An electricity retailer can tackle these challenges by pursuing strategies of flexible load shifting - so-called demand response mechanisms. This work addresses the associated trade-off between ICT deployment and economic benefits. The ICT design of a demand response system serves as the basis of a cost-value model, which incorporates all relevant cost components and compares them to the expected savings of an electricity retailer. Our analysis is based on a typical German electricity retailer to determine the optimal read-out frequency of smart meters. For our set of parameters, a positive information value of smart meter read-outs is achieved within an interval of 21 to 57 min regarding variable costs. Electricity retailers can achieve a profitable setting by restricting smart meter roll-out to large customers. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 42 条
  • [1] Modeling and prioritizing demand response programs in power markets
    Aalami, H. A.
    Moghaddam, M. Parsa
    Yousefi, G. R.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (04) : 426 - 435
  • [2] Demand response in smart electricity grids equipped with renewable energy sources: A review
    Aghaei, Jamshid
    Alizadeh, Mohammad-Iman
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 18 : 64 - 72
  • [3] [Anonymous], COST BEN AN SMART ME
  • [4] Challenges and Opportunities in Smart Grid: A Position Article
    Arnold, George W.
    [J]. PROCEEDINGS OF THE IEEE, 2011, 99 (06) : 922 - 927
  • [5] Bodenbenner P., 2014, 22 EUR C INF SYST
  • [6] Brophy Haney A., 2009, CAMBRIDGE WORKING PA
  • [7] Achieving Controllability of Electric Loads
    Callaway, Duncan S.
    Hiskens, Ian A.
    [J]. PROCEEDINGS OF THE IEEE, 2011, 99 (01) : 184 - 199
  • [8] Corbett J., 2011, P AM C INF SYST
  • [9] E-Control, 2012, EN CONS STRUCT
  • [10] EEX, 2012, EUR EN EXCH MARK DAT