A comprehensive data-driven study of electrical power grid and its implications for the design, performance, and operational requirements of adiabatic compressed air energy storage systems. (1st January 2020)
- Record Type:
- Journal Article
- Title:
- A comprehensive data-driven study of electrical power grid and its implications for the design, performance, and operational requirements of adiabatic compressed air energy storage systems. (1st January 2020)
- Main Title:
- A comprehensive data-driven study of electrical power grid and its implications for the design, performance, and operational requirements of adiabatic compressed air energy storage systems
- Authors:
- Rouindej, Kamyar
Samadani, Ehsan
Fraser, Roydon A. - Abstract:
- Highlights: A data driven approach is introduced for designing A-CAES systems. High fidelity data of Ontario power system is analyzed to identify grid profiles. A-CAES performance requirements are simulated for multiple operating scenarios. The system sizing is found to be highly sensitive to desired coverage rates. Designing an A-CAES for maximum capacity can result in severe under-utilization. Abstract: As the next generation of compressed air energy storage systems are being developed and the technology is gaining momentum, designing the right system is essential for its successful adaptation in the electricity market. This research studies the impact of performance requirements on the design and operation of any potential adiabatic compressed air energy storage system, using one full year worth of real operating data of the Ontario grid for analysis. The objective is to introduce a new approach to designing compressed air energy storage systems based on specific grid requirements. The adiabatic compressed air energy storage system thermo-mechanical requirements under real operating conditions are identified using a model-based approach. It is shown that using an adiabatic compressed air energy storage system with one-tenth of the size commonly assumed in the literature, will satisfy the Ontario grid requirements. Such a system will require charge and discharge durations of less than two hours. In addition to understanding sizing and performance requirements, thisHighlights: A data driven approach is introduced for designing A-CAES systems. High fidelity data of Ontario power system is analyzed to identify grid profiles. A-CAES performance requirements are simulated for multiple operating scenarios. The system sizing is found to be highly sensitive to desired coverage rates. Designing an A-CAES for maximum capacity can result in severe under-utilization. Abstract: As the next generation of compressed air energy storage systems are being developed and the technology is gaining momentum, designing the right system is essential for its successful adaptation in the electricity market. This research studies the impact of performance requirements on the design and operation of any potential adiabatic compressed air energy storage system, using one full year worth of real operating data of the Ontario grid for analysis. The objective is to introduce a new approach to designing compressed air energy storage systems based on specific grid requirements. The adiabatic compressed air energy storage system thermo-mechanical requirements under real operating conditions are identified using a model-based approach. It is shown that using an adiabatic compressed air energy storage system with one-tenth of the size commonly assumed in the literature, will satisfy the Ontario grid requirements. Such a system will require charge and discharge durations of less than two hours. In addition to understanding sizing and performance requirements, this analytical approach provides a valuable insight into long-term trends required for optimum operational planning and scheduling. … (more)
- Is Part Of:
- Applied energy. Volume 257(2020)
- Journal:
- Applied energy
- Issue:
- Volume 257(2020)
- Issue Display:
- Volume 257, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 257
- Issue:
- 2020
- Issue Sort Value:
- 2020-0257-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-01-01
- Subjects:
- Adiabatic compressed air energy storage system (A-CAES) -- Electrical energy storage system (EES) -- Electrical power grid -- Data-driven analysis -- System design -- Thermo-mechanical performance
Power (Mechanics) -- Periodicals
Energy conservation -- Periodicals
Energy conversion -- Periodicals
621.042 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03062619 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.apenergy.2019.113990 ↗
- Languages:
- English
- ISSNs:
- 0306-2619
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1572.300000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 16968.xml