Optimal energy management of cooperative energy communities considering flexible demand, storage and vehicle-to-grid under uncertainties. (September 2022)
- Record Type:
- Journal Article
- Title:
- Optimal energy management of cooperative energy communities considering flexible demand, storage and vehicle-to-grid under uncertainties. (September 2022)
- Main Title:
- Optimal energy management of cooperative energy communities considering flexible demand, storage and vehicle-to-grid under uncertainties
- Authors:
- Tostado-Véliz, Marcos
Kamel, Salah
Hasanien, Hany M.
Turky, Rania A.
Jurado, Francisco - Abstract:
- Highlights: Developing a new stochastic-interval model for energy management in communities. The developed model considers controllable demand, vehicle-to-grid and energy storage. The developed model allows to adopt pessimistic or optimistic strategies. Obtained results reveal the benefits on gathering prosumers on communities. Community operation reduces the energy that must be acquired from the grid. Abstract: With the advent of smart cities, residential consumers have evolved towards the concept of prosumers. This paradigm calls for new businesses like energy communities. Energy management of such frameworks is essential to maximize the collective welfare. This paper addresses this issue by developing an energy management framework that accounts for flexible demand, storage devices and electric vehicles. Its two-level structure allows to address the energy exchanging among prosumers in the 1st stage, while the 2nd stage focuses on optimally schedule the different collective assets. A novel stochastic-interval model is proposed to handle with uncertainties from demand, renewable generation, vehicles' behaviour and energy pricing. A case study is performed on a six-prosumer community. Results serve to validate the new tool and analyse the importance of smart devices. In addition, the new proposal allows to adopt different operating strategies. Actually, the total operating cost may increase by 90% if a pessimistic point of view is adopted while the importance of theHighlights: Developing a new stochastic-interval model for energy management in communities. The developed model considers controllable demand, vehicle-to-grid and energy storage. The developed model allows to adopt pessimistic or optimistic strategies. Obtained results reveal the benefits on gathering prosumers on communities. Community operation reduces the energy that must be acquired from the grid. Abstract: With the advent of smart cities, residential consumers have evolved towards the concept of prosumers. This paradigm calls for new businesses like energy communities. Energy management of such frameworks is essential to maximize the collective welfare. This paper addresses this issue by developing an energy management framework that accounts for flexible demand, storage devices and electric vehicles. Its two-level structure allows to address the energy exchanging among prosumers in the 1st stage, while the 2nd stage focuses on optimally schedule the different collective assets. A novel stochastic-interval model is proposed to handle with uncertainties from demand, renewable generation, vehicles' behaviour and energy pricing. A case study is performed on a six-prosumer community. Results serve to validate the new tool and analyse the importance of smart devices. In addition, the new proposal allows to adopt different operating strategies. Actually, the total operating cost may increase by 90% if a pessimistic point of view is adopted while the importance of the vehicle-to-grid capability is marginal otherwise. Furthermore, the energy purchased could be reduced by 7% when adopting a community arrangement, supposing an improvement in the economy and environmental indicators of the network. Other relevant aspects are identified and discussed in depth. … (more)
- Is Part Of:
- Sustainable cities and society. Volume 84(2022)
- Journal:
- Sustainable cities and society
- Issue:
- Volume 84(2022)
- Issue Display:
- Volume 84, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 84
- Issue:
- 2022
- Issue Sort Value:
- 2022-0084-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-09
- Subjects:
- Electric vehicle -- Energy community -- Energy storage -- Renewable energy -- Smart city
Sustainable urban development -- Periodicals
Sustainable buildings -- Periodicals
Urban ecology (Sociology) -- Periodicals
307.76 - Journal URLs:
- http://www.sciencedirect.com/science/journal/22106707/ ↗
http://www.sciencedirect.com/ ↗
http://www.journals.elsevier.com/sustainable-cities-and-society ↗ - DOI:
- 10.1016/j.scs.2022.104019 ↗
- Languages:
- English
- ISSNs:
- 2210-6707
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 22614.xml