NDLI: Analysis of energy behaviour profiles of prosumers

Content Provider	IEEE Xplore Digital Library
Author	Rathnayaka, A.J.D. Potdar, V.M. Dillon, T. Hussain, O. Kuruppu, S.
Copyright Year	2012
Description	Author affiliation: Digital Ecosystems and Business Intelligence Institute, Curtin University, Perth, Australia (Rathnayaka, A.J.D.; Potdar, V.M.; Dillon, T.; Hussain, O.; Kuruppu, S.)
Abstract	Smart Grid (SG) achieves bidirectional energy and information flow between the energy user and the utility grid, allowing energy users not only to consume energy, but also to generate the energy and share the excess energy with the utility grid or with other energy consumers. This type of energy user is called the “prosumer”. In current society, a massive number of energy-users have transformed into prosumers due to many reasons such as the strong society attitude with respect to alleviation of negative climate impacts, desires to decrease electricity costs, and various government regulations, including generous feed-in tariff schemes. This leads much attention within the research community on investigating the aspects of prosumers connected to SG. However most researchers find it challenges to find a large dataset of prosumers for performing the experiments. This leads the necessity of identifying the generic prosumers' realistic energy behaviors, and accordingly generates a synthetic dataset. In this research paper, we present prosumers' realistic energy behavior profiles during summer and winter periods in Australia and present its application in generating a synthetic dataset. The new researchers can use the identified energy profiles as a benchmark to generate a synthetic dataset for their experiments.
Starting Page	236
Ending Page	241
File Size	347977
Page Count	6
File Format	PDF
ISBN	9781467303125
e-ISBN	9781467303118
DOI	10.1109/INDIN.2012.6301138
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-07-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Energy consumption smart grid Electricity prosumer Time series analysis energy profile Renewable energy resources Solar system Australia feed-in tariff Meteorology
Content Type	Text
Resource Type	Article

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