Journal
ENERGIES
Volume 14, Issue 16, Pages -Publisher
MDPI
DOI: 10.3390/en14164860
Keywords
flexibility; demand response; distributed generation
Categories
Funding
- National Research, Development and Innovation Fund of Hungary [131501]
- Janos Bolyai Research Scholarship of the Hungarian Academy of Sciences
- new national excellence program of the Ministry for Innovation and Technology [UNKP-20-5]
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Balancing in a distributed generation network becomes more challenging due to the increasing number of residential prosumers. This paper introduces a framework for estimating and predicting the power flexibility of residential prosumers using a simulation model and simple prediction method. Experimental results validate the proposed approach for short-term forecasting of prosumer flexibility.
Balancing in a distributed generation network is an increasingly difficult task because of the increasing number of residential prosumers on the power network. This paper proposes a framework for the estimation, as well as the prediction of the power flexibility of residential prosumers. In order to quantify the residential buildings' demand flexibility, a thermoelectric simulation model of a typical residential house was developed based on first engineering principles. Based on the calculated flexibility values, a simple prediction method was used to give a short-term forecast of the prosumer flexibility. The results were validated by simulation experiments incorporating real data for four different scenarios.
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