A Comprehensive Review of Research Hotspots on Battery Management Systems for UAVs

被引:9
|
作者
Jiao, Shiqin [1 ]
Zhang, Guiyang [1 ]
Zhou, Mei [2 ]
Li, Guoqi [1 ]
机构
[1] Beihang Univ, Sch Reliabil & Syst Engn, Sci & Technol Reliabil & Environm Engn Lab, Beijing 100191, Peoples R China
[2] China Agr Univ, Dept Appl Phys, Beijing 100083, Peoples R China
关键词
Battery management systems; UAVs; charging and discharging control; battery state estimation; fault diagnosis; battery safety; LITHIUM-ION BATTERY; UNMANNED AERIAL VEHICLES; ENERGY MANAGEMENT; HEALTH MANAGEMENT; ELECTRIC VEHICLES; CHARGE ESTIMATION; KALMAN FILTER; STATE; OPTIMIZATION; CONTROLLER;
D O I
10.1109/ACCESS.2023.3301989
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Battery-powered unmanned aerial vehicles (UAVs), also known as drones, have emerged as the primary choice in the UAV market. The UAV Battery Management System (BMS) performs critical functions such as charging and discharging control, state detection, fault diagnosis and warning, data recording and analysis, etc., making it an essential component of UAVs. However, with the rapid advancements in battery-related materials and electrochemistry, new types of batteries are constantly emerging. Furthermore, the rise of big data has expanded the possibilities for information processing. This necessitates the development of BMS to keep pace with ongoing research efforts, adjusting and enhancing the design, analysis, and calculation methods of existing systems to meet the increasingly diverse requirements for UAV power battery performance. Despite the growing importance of BMS, research in this area has primarily focused on electric vehicles, leaving UAVs relatively understudied. To address this research gap, this paper offers a comprehensive background overview and investigates recent hotspots in the field of UAV BMS. A total of nine research hotspots have been identified and classified into three main categories. The first category focuses on battery charging and discharging, involving studies on charging control strategies, battery equalization strategies, and hybrid battery energy management strategies. The second category revolves around battery state estimation, with a primary emphasis on estimating crucial parameters such as State of Charge (SOC), State of Health (SOH), Remaining Useful Life (RUL), and other state parameters. The third category addresses system components and safety-related issues, including research on data storage and transmission within the BMS, data security considerations, fault diagnosis techniques, and other safety topics. Furthermore, the paper proposes potential future trends and areas for further research exploration.
引用
收藏
页码:84636 / 84650
页数:15
相关论文
共 50 条
  • [1] Basics, properties, and thermal issues of EV battery and battery thermal management systems: Comprehensive review
    Al Shdaifat, Mohammad Yacoub
    Zulkifli, Rozli
    Sopian, Kamaruzzaman
    Salih, Abeer Adel
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2023, 237 (2-3) : 295 - 311
  • [2] A comprehensive review of future thermal management systems for battery-electrified vehicles
    Jaguemont, Joris
    Van Mierlo, Joeri
    JOURNAL OF ENERGY STORAGE, 2020, 31
  • [3] A comprehensive review of battery thermal management systems for electric vehicles
    Cetin, Irfan
    Sezici, Ekrem
    Karabulut, Mustafa
    Avci, Emre
    Polat, Fikret
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2023, 237 (03) : 989 - 1004
  • [4] A Comprehensive Review of Cloud-Based Lithium-Ion Battery Management Systems for Electric Vehicle Applications
    Ismail, Mohanad
    Ahmed, Ryan
    IEEE ACCESS, 2024, 12 : 116259 - 116273
  • [5] A review of battery state of charge estimation and management systems: Models and future prospective
    Hussein, Hossam M.
    Aghmadi, Ahmed
    Abdelrahman, Mahmoud S.
    Rafin, S. M. Sajjad Hossain
    Mohammed, Osama
    WILEY INTERDISCIPLINARY REVIEWS-ENERGY AND ENVIRONMENT, 2024, 13 (01)
  • [6] A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems
    Wang, Yujie
    Tian, Jiaqiang
    Sun, Zhendong
    Wang, Li
    Xu, Ruilong
    Li, Mince
    Chen, Zonghai
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2020, 131
  • [7] A comprehensive review on heat pipe based battery thermal management systems
    Weragoda, Delika M.
    Tian, Guohong
    Burkitbayev, Arman
    Lo, Kin-Hing
    Zhang, Teng
    APPLIED THERMAL ENGINEERING, 2023, 224
  • [8] Energy and battery management systems for electrical vehicles: A comprehensive review & recommendations
    Challoob, Ali Falih
    Bin Rahmat, Nur Azzammudin
    Ramachandaramurthy, Vigna Kumaran A. L.
    Humaidi, Amjad Jaleel
    ENERGY EXPLORATION & EXPLOITATION, 2024, 42 (01) : 341 - 372
  • [9] A comprehensive review of novel cooling techniques and heat transfer coolant mediums investigated for battery thermal management systems in electric vehicles
    Youssef, Rekabra
    Kalogiannis, Theodoros
    Behi, Hamidreza
    Pirooz, Ashkan
    Van Mierlo, Joeri
    Berecibar, Maitane
    ENERGY REPORTS, 2023, 10 : 1041 - 1068
  • [10] A Comprehensive Review on Challenges and Possible Solutions of Battery Management Systems in Electric Vehicles
    Vijaychandra, Joddumahanthi
    Knypinski, Lukasz
    2024 PROGRESS IN APPLIED ELECTRICAL ENGINEERING, PAEE 2024, 2024,