Aggregator-mediated demand response

Minimizing imbalances caused by uncertainty of solar generation

Journal Article (2019)
Author(s)

Özge Okur (TU Delft - Energy and Industry)

N. Voulis (TU Delft - System Engineering)

Petra W. Heijnen (TU Delft - Energy and Industry)

Z. Lukszo (TU Delft - Energy and Industry)

Research Group
Energy and Industry
Copyright
© 2019 Ö. Okur, N. Voulis, P.W. Heijnen, Z. Lukszo
DOI related publication
https://doi.org/10.1016/j.apenergy.2019.04.035
More Info
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Publication Year
2019
Language
English
Copyright
© 2019 Ö. Okur, N. Voulis, P.W. Heijnen, Z. Lukszo
Research Group
Energy and Industry
Volume number
247
Pages (from-to)
426-437
Reuse Rights

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Abstract

The high level of uncertainty of renewable energy sources generation creates differences between electricity supply and demand, endangering the reliable operation of the power system. Demand response has gained significant attention as a means to cope with uncertainty of renewable energy sources. Demand response of residential and service sector consumers, when accumulated and managed by aggregators, can play a role in existing electricity markets. This paper addresses the question to what extent aggregator-mediated demand response can be used to deal with the impacts of the uncertainty of solar generation. Uncertain solar generation leads to imbalances of an aggregator. These imbalances can be reduced by shifting flexible loads, which is called demand response for internal balancing. The aim of this paper is to assess the impact of demand response from loads in residential and service sectors for internal balancing to reduce the imbalances of an aggregator, caused by uncertain solar generation. For this purpose, a Model Predictive Control model which minimizes the imbalances of the aggregator through load shifting is presented. The model is applied to a realistic case study in the Netherlands. The results show that demand response for internal balancing succeeds in reducing imbalances. Even though this is favorable from the power system's perspective, economic analysis shows that the aggregator is not financially incentivized to implement demand response for internal balancing.