A distributed real-time power management scheme for shipboard zonal multi-microgrid system. (1st July 2022)
- Record Type:
- Journal Article
- Title:
- A distributed real-time power management scheme for shipboard zonal multi-microgrid system. (1st July 2022)
- Main Title:
- A distributed real-time power management scheme for shipboard zonal multi-microgrid system
- Authors:
- Xie, Peilin
Tan, Sen
Bazmohammadi, Najmeh
Guerrero, Josep. M.
Vasquez, Juan. C.
Alcala, Jose Matas
Carreño, Jorge El Mariachet - Abstract:
- Abstract: The increasing demands of reducing fuel consumption for marine transportation have motivated the use of high fuel efficiency power plants and the development of power management systems (PMS). Current studies on shipboard PMS are mostly categorized as centralized, which are easy to be implemented and able to converge to the global optimum solutions. However, centralized techniques may suffer from the high computational burden and single-point failures. Considering the future trends of marine vessels toward zonal electrical distribution (ZED), distributed PMS are becoming an alternative choice. To achieve the ship high fuel-efficiency operation under high fluctuated propulsion loads, a real-time distributed PMS is developed in this paper that can acquire as good fuel economy as centralized PMS, but with faster computing speed. With a combination of filter-based, rule-based, and optimization-based approaches in a highly computationally efficient manner, the distributed PMS is constructed based on three layers that guarantees not only high fuel efficiency, but also sufficient energy reservation in different sailing modes and even in faulty conditions. Convergence tests and multiple case studies are conducted to prove the effectiveness of the proposed PMS in terms of fast convergence speed, improved fuel efficiency, and enhanced resilience. Highlights: A three-layer real-time distributed power management system. Distributed optimization framework with limited exchangedAbstract: The increasing demands of reducing fuel consumption for marine transportation have motivated the use of high fuel efficiency power plants and the development of power management systems (PMS). Current studies on shipboard PMS are mostly categorized as centralized, which are easy to be implemented and able to converge to the global optimum solutions. However, centralized techniques may suffer from the high computational burden and single-point failures. Considering the future trends of marine vessels toward zonal electrical distribution (ZED), distributed PMS are becoming an alternative choice. To achieve the ship high fuel-efficiency operation under high fluctuated propulsion loads, a real-time distributed PMS is developed in this paper that can acquire as good fuel economy as centralized PMS, but with faster computing speed. With a combination of filter-based, rule-based, and optimization-based approaches in a highly computationally efficient manner, the distributed PMS is constructed based on three layers that guarantees not only high fuel efficiency, but also sufficient energy reservation in different sailing modes and even in faulty conditions. Convergence tests and multiple case studies are conducted to prove the effectiveness of the proposed PMS in terms of fast convergence speed, improved fuel efficiency, and enhanced resilience. Highlights: A three-layer real-time distributed power management system. Distributed optimization framework with limited exchanged information. Improved resilience against faulty conditions. Improved fuel efficiency and reliable energy backup. … (more)
- Is Part Of:
- Applied energy. Volume 317(2022)
- Journal:
- Applied energy
- Issue:
- Volume 317(2022)
- Issue Display:
- Volume 317, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 317
- Issue:
- 2022
- Issue Sort Value:
- 2022-0317-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-07-01
- Subjects:
- Distributed PMS -- Power management -- Real-time management -- Shipboard power system
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.2022.119072 ↗
- 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:
- 21589.xml