Formation of virtual community groups to manage prosumers in smart grids
In the context of energy generation and distribution networks, the emergence of smart grids has enabled bidirectional energy as well as information flow between energy users and utility grids, transforming traditional energy consumers into economically motivated prosumers, who not just consume energ...
| Main Authors: | , , , |
|---|---|
| Format: | Journal Article |
| Published: |
Inderscience
2015
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/38199 |
| _version_ | 1848755255970365440 |
|---|---|
| author | Rathnayaka, A.J. Dinusha Potdar, Vidyasagar Dillon, T. Kuruppu, S. |
| author_facet | Rathnayaka, A.J. Dinusha Potdar, Vidyasagar Dillon, T. Kuruppu, S. |
| author_sort | Rathnayaka, A.J. Dinusha |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In the context of energy generation and distribution networks, the emergence of smart grids has enabled bidirectional energy as well as information flow between energy users and utility grids, transforming traditional energy consumers into economically motivated prosumers, who not just consume energy but also generate green energy, and share the surplus with the main utility grid. Several studies have been carried out to manage the prosumers, and the concept of Prosumer–Community Groups (PCG) has provided a promising approach to achieve that end. However, this concept is still in its infancy and the related aspects have not been comprehensively studied so far. Therefore, in this research paper, we address the formation of PCG. The proposed framework classifies the prosumers' energy–sharing behaviours, while detecting the outliers, and characterises PCG. Further, we also demonstrate the practical functionality of the proposed framework using a prosumer data set. |
| first_indexed | 2025-11-14T08:53:24Z |
| format | Journal Article |
| id | curtin-20.500.11937-38199 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:53:24Z |
| publishDate | 2015 |
| publisher | Inderscience |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-381992017-09-13T14:13:45Z Formation of virtual community groups to manage prosumers in smart grids Rathnayaka, A.J. Dinusha Potdar, Vidyasagar Dillon, T. Kuruppu, S. prosumer data sets smart grid virtual communities online communities prosumers web based communities energy sharing behaviour prosumer community groups green energy utility grid In the context of energy generation and distribution networks, the emergence of smart grids has enabled bidirectional energy as well as information flow between energy users and utility grids, transforming traditional energy consumers into economically motivated prosumers, who not just consume energy but also generate green energy, and share the surplus with the main utility grid. Several studies have been carried out to manage the prosumers, and the concept of Prosumer–Community Groups (PCG) has provided a promising approach to achieve that end. However, this concept is still in its infancy and the related aspects have not been comprehensively studied so far. Therefore, in this research paper, we address the formation of PCG. The proposed framework classifies the prosumers' energy–sharing behaviours, while detecting the outliers, and characterises PCG. Further, we also demonstrate the practical functionality of the proposed framework using a prosumer data set. 2015 Journal Article http://hdl.handle.net/20.500.11937/38199 10.1504/IJGUC.2015.066396 Inderscience restricted |
| spellingShingle | prosumer data sets smart grid virtual communities online communities prosumers web based communities energy sharing behaviour prosumer community groups green energy utility grid Rathnayaka, A.J. Dinusha Potdar, Vidyasagar Dillon, T. Kuruppu, S. Formation of virtual community groups to manage prosumers in smart grids |
| title | Formation of virtual community groups to manage prosumers in smart grids |
| title_full | Formation of virtual community groups to manage prosumers in smart grids |
| title_fullStr | Formation of virtual community groups to manage prosumers in smart grids |
| title_full_unstemmed | Formation of virtual community groups to manage prosumers in smart grids |
| title_short | Formation of virtual community groups to manage prosumers in smart grids |
| title_sort | formation of virtual community groups to manage prosumers in smart grids |
| topic | prosumer data sets smart grid virtual communities online communities prosumers web based communities energy sharing behaviour prosumer community groups green energy utility grid |
| url | http://hdl.handle.net/20.500.11937/38199 |