Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source

Construction machines are heavy-duty equipment and a major contributor to the environmental pollution. By using only electric motors instead of an internal combustion engine, the problems of low engine efficiency and air pollution can be solved. This paper proposed a novel energy management strategy...

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Main Authors: Tri Cuong Do, Hoai Vu Anh Truong, Hoang Vu Dao, Cong Minh Ho, Xuan Dinh To, Tri Dung Dang, Kyoung Kwan Ahn
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/22/4362
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spelling doaj-984cc57b205c47f882ea596a7220cb412020-11-25T01:08:43ZengMDPI AGEnergies1996-10732019-11-011222436210.3390/en12224362en12224362Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power SourceTri Cuong Do0Hoai Vu Anh Truong1Hoang Vu Dao2Cong Minh Ho3Xuan Dinh To4Tri Dung Dang5Kyoung Kwan Ahn6School of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaSchool of Mechanical Engineering, University of Ulsan, 93, Deahak-ro, Nam-gu, Ulsan 44610, KoreaConstruction machines are heavy-duty equipment and a major contributor to the environmental pollution. By using only electric motors instead of an internal combustion engine, the problems of low engine efficiency and air pollution can be solved. This paper proposed a novel energy management strategy for a PEM fuel cell excavator with a supercapacitor/battery hybrid power source. The fuel cell is the main power supply for most of the excavator workload while the battery/supercapacitor is the energy storage device, which supplies additional required power and recovers energy. The whole system model was built in a co-simulation environment, which is a combination of MATLAB/Simulink and AMESim software, where the fuel cell, battery, supercapacitor model, and the energy management algorithm were developed in a Simulink environment while the excavator model was designed in an AMESim environment. In this work, the energy management strategy was designed to concurrently account for power supply performance from the hybrid power sources as well as from fuel cells, and battery lifespan. The control design was proposed to distribute the power demand optimally from the excavator to the hybrid power sources in different working conditions. The simulation results were presented to demonstrate the good performance of the system. The effectiveness of the proposed energy management strategy was validated. Compared with the conventional strategies where the task requirements cannot be achieved or system stability cannot be accomplished, the proposed algorithms perfectly satisfied the working conditions.https://www.mdpi.com/1996-1073/12/22/4362hybrid excavatorpem fuel cellsupercapacitorbatteryenergy management
collection DOAJ
language English
format Article
sources DOAJ
author Tri Cuong Do
Hoai Vu Anh Truong
Hoang Vu Dao
Cong Minh Ho
Xuan Dinh To
Tri Dung Dang
Kyoung Kwan Ahn
spellingShingle Tri Cuong Do
Hoai Vu Anh Truong
Hoang Vu Dao
Cong Minh Ho
Xuan Dinh To
Tri Dung Dang
Kyoung Kwan Ahn
Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
Energies
hybrid excavator
pem fuel cell
supercapacitor
battery
energy management
author_facet Tri Cuong Do
Hoai Vu Anh Truong
Hoang Vu Dao
Cong Minh Ho
Xuan Dinh To
Tri Dung Dang
Kyoung Kwan Ahn
author_sort Tri Cuong Do
title Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
title_short Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
title_full Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
title_fullStr Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
title_full_unstemmed Energy Management Strategy of a PEM Fuel Cell Excavator with a Supercapacitor/Battery Hybrid Power Source
title_sort energy management strategy of a pem fuel cell excavator with a supercapacitor/battery hybrid power source
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2019-11-01
description Construction machines are heavy-duty equipment and a major contributor to the environmental pollution. By using only electric motors instead of an internal combustion engine, the problems of low engine efficiency and air pollution can be solved. This paper proposed a novel energy management strategy for a PEM fuel cell excavator with a supercapacitor/battery hybrid power source. The fuel cell is the main power supply for most of the excavator workload while the battery/supercapacitor is the energy storage device, which supplies additional required power and recovers energy. The whole system model was built in a co-simulation environment, which is a combination of MATLAB/Simulink and AMESim software, where the fuel cell, battery, supercapacitor model, and the energy management algorithm were developed in a Simulink environment while the excavator model was designed in an AMESim environment. In this work, the energy management strategy was designed to concurrently account for power supply performance from the hybrid power sources as well as from fuel cells, and battery lifespan. The control design was proposed to distribute the power demand optimally from the excavator to the hybrid power sources in different working conditions. The simulation results were presented to demonstrate the good performance of the system. The effectiveness of the proposed energy management strategy was validated. Compared with the conventional strategies where the task requirements cannot be achieved or system stability cannot be accomplished, the proposed algorithms perfectly satisfied the working conditions.
topic hybrid excavator
pem fuel cell
supercapacitor
battery
energy management
url https://www.mdpi.com/1996-1073/12/22/4362
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