A Decentralized Local Flexibility Market Considering the Uncertainty of Demand
The role of the distribution system operator (DSO) is evolving with the increasing possibilities of demand management and flexibility. Rather than implementing conventional approaches to mitigate network congestions, such as upgrading existing assets, demand flexibility services have been gaining mu...
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doaj-7ae2949ce5e34acd96fa8e2eb0ec77fd2020-11-24T22:22:56ZengMDPI AGEnergies1996-10732018-08-01118207810.3390/en11082078en11082078A Decentralized Local Flexibility Market Considering the Uncertainty of DemandAyman Esmat0Julio Usaola1Mª Ángeles Moreno2Department of Electrical Engineering, Universidad Carlos III de Madrid, 28911 Madrid, SpainDepartment of Electrical Engineering, Universidad Carlos III de Madrid, 28911 Madrid, SpainDepartment of Electrical Engineering, Universidad Carlos III de Madrid, 28911 Madrid, SpainThe role of the distribution system operator (DSO) is evolving with the increasing possibilities of demand management and flexibility. Rather than implementing conventional approaches to mitigate network congestions, such as upgrading existing assets, demand flexibility services have been gaining much attention lately as a solution to defer the need for network reinforcements. In this paper, a framework for a decentralized local market that enables flexibility services trading at the distribution level is introduced. This market operates on two timeframes, day-ahead and real-time and it allows the DSO to procure flexibility services which can help in its congestion management process. The contribution of this work lies in considering the uncertainty of demand during the day-ahead period. As a result, we introduce a probabilistic process that supports the DSO in assessing the true need of obtaining flexibility services based on the probability of congestion occurrence in the following day of operation. Besides being able to procure firm flexibility for high probable congestions, a new option is introduced, called the right-to-use option, which enables the DSO to reserve a specific amount of flexibility, to be called upon later if necessary, for congestions that have medium probabilities of taking place. In addition, a real-time market for flexibility trading is presented, which allows the DSO to procure flexibility services for unforeseen congestions with short notice. Also, the effect of the penetration level of flexibility on the DSO’s total cost is discussed and assessed. Finally, a case study is carried out for a real distribution network feeder in Spain to illustrate the impact of the proposed flexibility framework on the DSO’s congestion management process.http://www.mdpi.com/1996-1073/11/8/2078aggregatorsdemand flexibilityflexibility marketpayback effectuncertainty |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ayman Esmat Julio Usaola Mª Ángeles Moreno |
spellingShingle |
Ayman Esmat Julio Usaola Mª Ángeles Moreno A Decentralized Local Flexibility Market Considering the Uncertainty of Demand Energies aggregators demand flexibility flexibility market payback effect uncertainty |
author_facet |
Ayman Esmat Julio Usaola Mª Ángeles Moreno |
author_sort |
Ayman Esmat |
title |
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand |
title_short |
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand |
title_full |
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand |
title_fullStr |
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand |
title_full_unstemmed |
A Decentralized Local Flexibility Market Considering the Uncertainty of Demand |
title_sort |
decentralized local flexibility market considering the uncertainty of demand |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2018-08-01 |
description |
The role of the distribution system operator (DSO) is evolving with the increasing possibilities of demand management and flexibility. Rather than implementing conventional approaches to mitigate network congestions, such as upgrading existing assets, demand flexibility services have been gaining much attention lately as a solution to defer the need for network reinforcements. In this paper, a framework for a decentralized local market that enables flexibility services trading at the distribution level is introduced. This market operates on two timeframes, day-ahead and real-time and it allows the DSO to procure flexibility services which can help in its congestion management process. The contribution of this work lies in considering the uncertainty of demand during the day-ahead period. As a result, we introduce a probabilistic process that supports the DSO in assessing the true need of obtaining flexibility services based on the probability of congestion occurrence in the following day of operation. Besides being able to procure firm flexibility for high probable congestions, a new option is introduced, called the right-to-use option, which enables the DSO to reserve a specific amount of flexibility, to be called upon later if necessary, for congestions that have medium probabilities of taking place. In addition, a real-time market for flexibility trading is presented, which allows the DSO to procure flexibility services for unforeseen congestions with short notice. Also, the effect of the penetration level of flexibility on the DSO’s total cost is discussed and assessed. Finally, a case study is carried out for a real distribution network feeder in Spain to illustrate the impact of the proposed flexibility framework on the DSO’s congestion management process. |
topic |
aggregators demand flexibility flexibility market payback effect uncertainty |
url |
http://www.mdpi.com/1996-1073/11/8/2078 |
work_keys_str_mv |
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