A multi-stage techno-economic model for harnessing flexibility from IoT-enabled appliances and smart charging systems: Developing a competitive local flexibility market using Stackelberg game theory
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Studies in Refs [11 -17,19 -22] do not introduce a proper flexibility quantification method to effectively exploit the flexibility of EVs.
“Furthermore, the studies in Refs. [11 -17,19 -22] do not introduce a proper flexibility quantification method to effectively exploit the flexibility of EVs”
From Improving distribution system flexibility using electric vehicles under the distributed energy resource management system framework (2026) · cites this paper as [21]
Most mentioned studies overlook the potential benefits of an integrated DER environment, such as DERMS, where EVs could operate in coordination with other DERs to enhance overall grid stability and flexibility.
“Second, most studies overlook the potential benefits of an integrated DER environment, such as DERMS, where EVs could operate in coordination with other DERs to enhance overall grid stability and flexibility.”
From Improving distribution system flexibility using electric vehicles under the distributed energy resource management system framework (2026) · cites this paper as [21]
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- Authors
- Dai, S., Mansouri, S. A., Huang, S., Alharthi, Y. Z., Wu, Y., & Bagherzadeh, L.
- Affiliations
- Changsha University of Science and Technology (CN)
- Universidad Pontificia Comillas (ES)
- Sun Yat-sen University (CN)
- University of Hafr Al-Batin (SA)
- Université Laval (CA)
- Corresponding author
- Dai, Shuangfeng
- Venue
- Applied Energy
- Publisher
- Elsevier BV
- Published
- 2024-11
- Volume
- 373
- Pages
- 123868
- ISSN
- 0306-2619 (ISSN-L)
- OpenAlex
- W4400599908
- Cited by
- 51
- References
- 36
- Citations by year
- 2026: 27 · 2025: 23 · 2024: 1
- FWCI
- 5.05
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Applied Energy (publishedVersion)
- Comillas Repository (Comillas Pontifical University) (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Smart Grid Energy Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Power System Optimization
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Keywords
- demand-side flexibility, local flexibility markets, Stackelberg game, techno-economic model, microgrids, distribution system operators, energy balancing, renewable energy integration, distributed optimization, gradient-based optimization
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