MPC-informed ECMS based real-time power management strategy for hybrid electric ship

Shipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in...

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Main Authors: Peilin Xie, Sen Tan, Josep M. Guerrero, Juan C. Vasquez
Format: Article
Language:English
Published: Elsevier 2021-04-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721001116
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spelling doaj-4b47daa13d2e4c2eb4cc8a53f514c51d2021-04-14T04:16:24ZengElsevierEnergy Reports2352-48472021-04-017126133MPC-informed ECMS based real-time power management strategy for hybrid electric shipPeilin Xie0Sen Tan1Josep M. Guerrero2Juan C. Vasquez3Corresponding author.; Aalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkAalborg University, Aalborg, 9220, DenmarkShipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in the framework of an optimization-based method. With equivalent consumption minimization strategy (ECMS), the proposed method is able to provide an optimal power-split between hybrid energy sources in real time, while minimizing the fuel consumption of the system. Furthermore, the equivalence factor is adjusted by model predictive control (MPC) of PMS. The performances of the proposed approach are evaluated by simulations.http://www.sciencedirect.com/science/article/pii/S2352484721001116Equivalent consumption minimization strategyModel predictive controlPower management systemShipboard power system
collection DOAJ
language English
format Article
sources DOAJ
author Peilin Xie
Sen Tan
Josep M. Guerrero
Juan C. Vasquez
spellingShingle Peilin Xie
Sen Tan
Josep M. Guerrero
Juan C. Vasquez
MPC-informed ECMS based real-time power management strategy for hybrid electric ship
Energy Reports
Equivalent consumption minimization strategy
Model predictive control
Power management system
Shipboard power system
author_facet Peilin Xie
Sen Tan
Josep M. Guerrero
Juan C. Vasquez
author_sort Peilin Xie
title MPC-informed ECMS based real-time power management strategy for hybrid electric ship
title_short MPC-informed ECMS based real-time power management strategy for hybrid electric ship
title_full MPC-informed ECMS based real-time power management strategy for hybrid electric ship
title_fullStr MPC-informed ECMS based real-time power management strategy for hybrid electric ship
title_full_unstemmed MPC-informed ECMS based real-time power management strategy for hybrid electric ship
title_sort mpc-informed ecms based real-time power management strategy for hybrid electric ship
publisher Elsevier
series Energy Reports
issn 2352-4847
publishDate 2021-04-01
description Shipboard power systems (SPS) are complex systems connecting multiple power sources, energy storage systems (ESSs) and various types of loads. However, the fluctuated propulsion loads may lead to a low power quality of the system. In this paper, a power management system (PMS) is designed for SPS in the framework of an optimization-based method. With equivalent consumption minimization strategy (ECMS), the proposed method is able to provide an optimal power-split between hybrid energy sources in real time, while minimizing the fuel consumption of the system. Furthermore, the equivalence factor is adjusted by model predictive control (MPC) of PMS. The performances of the proposed approach are evaluated by simulations.
topic Equivalent consumption minimization strategy
Model predictive control
Power management system
Shipboard power system
url http://www.sciencedirect.com/science/article/pii/S2352484721001116
work_keys_str_mv AT peilinxie mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship
AT sentan mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship
AT josepmguerrero mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship
AT juancvasquez mpcinformedecmsbasedrealtimepowermanagementstrategyforhybridelectricship
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