A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services

The electric unmanned aerial vehicles (UAVs) are rapidly growing due to their abilities to perform some difficult or dangerous tasks as well as many public services including real-time monitoring, wireless coverage, search and rescue, wildlife surveys, and precision agriculture. However, the electro...

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Main Authors: Zhang, Caizhi, Qiu, Yuqi, Chen, Jiawei, Li, Yuehua, Liu, Zhitao, Liu, Yang, Zhang, Jiujun, Chan, Siew Hwa
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/164036
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1640362023-01-03T05:40:36Z A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services Zhang, Caizhi Qiu, Yuqi Chen, Jiawei Li, Yuehua Liu, Zhitao Liu, Yang Zhang, Jiujun Chan, Siew Hwa School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering Unmanned Aerial Vehicles Power Supply System The electric unmanned aerial vehicles (UAVs) are rapidly growing due to their abilities to perform some difficult or dangerous tasks as well as many public services including real-time monitoring, wireless coverage, search and rescue, wildlife surveys, and precision agriculture. However, the electrochemical power supply system of UAV is a critical issue in terms of its energy/power densities and lifetime for service endurance. In this paper, the current power supply systems used in UAVs are comprehensively reviewed and analyzed on the existing power configurations and the energy management systems. It is identified that a single type of electrochemical power source is not enough to support a UAV to achieve a long-haul flight; hence, a hybrid power system architecture is necessary. To make use of the advantages of each type of power source to increase the endurance and achieve good performance of the UAVs, the hybrid systems containing two or three types of power sources (fuel cell, battery, solar cell, and supercapacitor,) have to be developed. In this regard, the selection of an appropriate hybrid power structure with the optimized energy management system is critical for the efficient operation of a UAV. It is found that the data-driven models with artificial intelligence (AI) are promising in intelligent energy management. This paper can provide insights and guidelines for future research and development into the design and fabrication of the advanced UAV power systems. Published version This work is supported in part by the founding of state key laboratory of industrial control technology, Zhejiang University (ICT2021B19), the Technological Innovation and Application Demonstration in Chongqing (Major Themes of Industry: cstc2019jscx-zdztzxX0033, cstc2019jscx-fxyd0158) and the National Natural Science Foundation of China (NO. 22005026, 21908142). 2023-01-03T05:40:36Z 2023-01-03T05:40:36Z 2022 Journal Article Zhang, C., Qiu, Y., Chen, J., Li, Y., Liu, Z., Liu, Y., Zhang, J. & Chan, S. H. (2022). A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services. Energy and AI, 9, 100175-. https://dx.doi.org/10.1016/j.egyai.2022.100175 2666-5468 https://hdl.handle.net/10356/164036 10.1016/j.egyai.2022.100175 2-s2.0-85132825005 9 100175 en Energy and AI © 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Unmanned Aerial Vehicles
Power Supply System
spellingShingle Engineering::Mechanical engineering
Unmanned Aerial Vehicles
Power Supply System
Zhang, Caizhi
Qiu, Yuqi
Chen, Jiawei
Li, Yuehua
Liu, Zhitao
Liu, Yang
Zhang, Jiujun
Chan, Siew Hwa
A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
description The electric unmanned aerial vehicles (UAVs) are rapidly growing due to their abilities to perform some difficult or dangerous tasks as well as many public services including real-time monitoring, wireless coverage, search and rescue, wildlife surveys, and precision agriculture. However, the electrochemical power supply system of UAV is a critical issue in terms of its energy/power densities and lifetime for service endurance. In this paper, the current power supply systems used in UAVs are comprehensively reviewed and analyzed on the existing power configurations and the energy management systems. It is identified that a single type of electrochemical power source is not enough to support a UAV to achieve a long-haul flight; hence, a hybrid power system architecture is necessary. To make use of the advantages of each type of power source to increase the endurance and achieve good performance of the UAVs, the hybrid systems containing two or three types of power sources (fuel cell, battery, solar cell, and supercapacitor,) have to be developed. In this regard, the selection of an appropriate hybrid power structure with the optimized energy management system is critical for the efficient operation of a UAV. It is found that the data-driven models with artificial intelligence (AI) are promising in intelligent energy management. This paper can provide insights and guidelines for future research and development into the design and fabrication of the advanced UAV power systems.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Zhang, Caizhi
Qiu, Yuqi
Chen, Jiawei
Li, Yuehua
Liu, Zhitao
Liu, Yang
Zhang, Jiujun
Chan, Siew Hwa
format Article
author Zhang, Caizhi
Qiu, Yuqi
Chen, Jiawei
Li, Yuehua
Liu, Zhitao
Liu, Yang
Zhang, Jiujun
Chan, Siew Hwa
author_sort Zhang, Caizhi
title A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
title_short A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
title_full A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
title_fullStr A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
title_full_unstemmed A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
title_sort comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public services
publishDate 2023
url https://hdl.handle.net/10356/164036
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