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Relieving Tensions on Battery Energy Sources Utilization among TSO, DSO, and Service Providers with Multi-Objective Optimization
- Source :
- Energies, Volume 14, Issue 1, Energies, Vol 14, Iss 239, p 239 (2021)
- Publication Year :
- 2021
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2021.
-
Abstract
- The European strategic long-term vision underlined the importance of a smarter and flexible system for achieving net-zero greenhouse gas emissions by 2050. Distributed energy resources (DERs) could provide the required flexibility products. Distribution system operators (DSOs) cooperating with TSO (transmission system operators) are committed to procuring these flexibility products through market-based procedures. Among all DERs, battery energy storage systems (BESS) are a promising technology since they can be potentially exploited for a broad range of purposes. However, since their cost is still high, their size and location should be optimized with a view of maximizing the revenues for their owners. Intending to provide an instrument for the assessment of flexibility products to be shared between DSO and TSO to ensure a safe and secure operation of the system, the paper proposes a planning methodology based on the non-dominated sorting genetic algorithm-II (NSGA-II). Contrasting objectives, as the maximization of the BESS owners&rsquo<br />revenue and the minimization of the DSO risk inherent in the use of the innovative solutions, can be considered by identifying trade-off solutions. The proposed model is validated by applying the methodology to a real Italian medium voltage (MV) distribution network.
- Subjects :
- Control and Optimization
Computer science
020209 energy
energy storage system
Energy Engineering and Power Technology
02 engineering and technology
lcsh:Technology
Multi-objective optimization
distributed energy resources
frequency control
0202 electrical engineering, electronic engineering, information engineering
Revenue
Electrical and Electronic Engineering
Engineering (miscellaneous)
Flexibility (engineering)
distribution system operators
lcsh:T
Renewable Energy, Sustainability and the Environment
business.industry
distribution network planning
risk assessment
optimal location
Service provider
021001 nanoscience & nanotechnology
arbitrage
local services
flexibility
Risk analysis (engineering)
multi-objective optimization
system services
Distributed generation
Greenhouse gas
0210 nano-technology
business
Energy (miscellaneous)
Subjects
Details
- Language :
- English
- ISSN :
- 19961073
- Database :
- OpenAIRE
- Journal :
- Energies
- Accession number :
- edsair.doi.dedup.....4437ffeec895beb8c6aca9c8b2ea9675
- Full Text :
- https://doi.org/10.3390/en14010239