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27137 Generation of flexible domestic load profiles to evaluate demand side management approaches
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Hoogsteen, G. and Molderink, A. and Hurink, J.L. and Smit, G.J.M. (2016) Generation of flexible domestic load profiles to evaluate demand side management approaches. In: 2016 IEEE International Energy Conference (ENERGYCON), 4-8 Apr 2016, Leuven, Belgium. 1279. IEEE Power & Energy Society. ISBN 978-1-4673-8463-6

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Official URL: http://dx.doi.org/10.1109/ENERGYCON.2016.7513873

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Abstract

Various Demand Side Management (DSM) approaches have been developed the last couple of years to avoid costly grid upgrades. However, evaluation of these DSM methodologies is usually restricted to a use-case specific example, making comparison between different DSM approaches hard. This paper presents a novel, open source, load profile generator to evaluate and compare DSM approaches. In addition to static load profiles for both active and reactive power, it also provides flexibility information for various classes of controllable domestic devices. Load profiles and flexibility information are generated using a simple behavioural simulation. The output data uses 1 minute intervals and incorporates device measurements.
The generated profiles are in sound with the measurement data obtained in a field test on both the household level and aggregated neighbourhood level. The same dynamics, such as unbalanced loading and rapid power consumption fluctuations, are observed in the generated model.

Item Type:Conference or Workshop Paper (Full Paper, Talk)
Research Group:EWI-CAES: Computer Architecture for Embedded Systems, EWI-DMMP: Discrete Mathematics and Mathematical Programming
Research Program:CTIT-General
Research Project:EASI: Energy autonomous smart micro-grids
Uncontrolled Keywords:Load modeling, simulation, load management, demand side management
ID Code:27137
Status:Published
Deposited On:19 August 2016
Refereed:Yes
International:Yes
More Information:statisticsmetis

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