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008 20220513s2022 gerx |||||o ||||eng|| d
020 _a9783031013409
020 _a9783031013409
024 7 _a10.1007/978-3-031-01340-9
_cdoi
040 _aoapen
_coapen
041 0 _aeng
042 _adc
080 _a004.3
100 1 _aLiu, Kailong
_4auth
245 1 0 _aData Science-Based Full-Lifespan Management of Lithium-Ion Battery
_bManufacturing, Operation and Reutilization
260 _aCham
_bSpringer Nature
_c2022
300 _a1 electronic resource (258 p.)
490 1 _aGreen Energy and Technology
506 0 _aOpen Access
_2star
_fUnrestricted online access
520 _aThis open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization management. The key challenges, future trends as well as promising data-science technologies to further improve this research field are discussed. As battery full-lifespan (manufacturing, operation, and reutilization) management is a hot research topic in both energy and AI fields and none specific book has focused on systematically describing this particular from a data science perspective before, this book can attract the attention of academics, scientists, engineers, and practitioners. It is useful as a reference book for students and graduates working in related fields. Specifically, the audience could not only get the basics of battery manufacturing, operation, and reutilization but also the information of related data-science technologies. The step-by-step guidance, comprehensive introduction, and case studies to the topic make it accessible to audiences of different levels, from graduates to experienced engineers.
540 _aCreative Commons
_fby/4.0/
_2cc
546 _aEnglish
650 0 _aКомпьютерная инженерия
_94537
653 _aLithium-ion Battery
653 _aBattery Manufacturing Management
653 _aBattery Operation Management
653 _aBattery Recycling Management
653 _aData Science
653 _aArtificial Intelligence
653 _aOpen Access
700 1 _aWang, Yujie
_4auth
700 1 _aLai, Xin
_4auth
830 _94632
_aGreen Energy and Technology
856 4 0 _awww.oapen.org
_uhttps://library.oapen.org/bitstream/20.500.12657/54032/1/978-3-031-01340-9.pdf
_70
_zDownload
856 4 0 _awww.oapen.org
_uhttps://directory.doabooks.org/handle/20.500.12854/81520
_70
_zDescription
909 _c197
_dKhurliman Arzieva
942 _2udc
_cEE
999 _c6588
_d6588