Coupling deep learning and multi-objective genetic algorithms to achieve high performance and durability of direct internal reforming solid oxide fuel cell

被引:0
|
作者
Wang, Yang [1 ,2 ]
Wu, Chengru [1 ,2 ]
Zhao, Siyuan [2 ]
Wang, Jian [2 ]
Zu, Bingfeng [3 ]
Han, Minfang [4 ]
Du, Qing [1 ]
Ni, Meng [2 ]
Jiao, Kui [1 ]
机构
[1] State Key Laboratory of Engines, Tianjin University, 135 Yaguan Road, Tianjin, China
[2] Department of Building and Real Estate, Research Institute for Sustainable Urban Development (RISUD) & Research Institute for Smart Energy (RISE), Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
[3] Internal Combustion Engine Research Institute, Tianjin University, 92 Weijin Road, Tianjin, China
[4] Department of Energy and Power Engineering, Tsinghua University, Beijing, Beijing,100084, China
关键词
50;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Coupling deep learning and multi-objective genetic algorithms to achieve high performance and durability of direct internal reforming solid oxide fuel cell
    Wang, Yang
    Wu, Chengru
    Zhao, Siyuan
    Wang, Jian
    Zu, Bingfeng
    Han, Minfang
    Du, Qing
    Ni, Meng
    Jiao, Kui
    APPLIED ENERGY, 2022, 315
  • [2] PERFORMANCE BEHAVIOR FOR BUTANE DIRECT INTERNAL REFORMING SOLID OXIDE FUEL CELL
    Park, Kwangjin
    Bae, Gyujong
    Bae, Joongmyeon
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON FUEL CELL SCIENCE, ENGINEERING, AND TECHNOLOGY, 2009, : 851 - 855
  • [3] Multi-objective optimization in solid oxide fuel cell for oxidative coupling of methane
    Quddus, Mohammad R.
    Zhang, Yan
    Ray, Ajay K.
    CHEMICAL ENGINEERING JOURNAL, 2010, 165 (02) : 639 - 648
  • [4] Durability of direct internal reforming of methanol as fuel for solid oxide fuel cell with double-sided cathodes
    Ru, Yanlei
    Sang, Junkang
    Xia, Changrong
    Wei, Wen-Cheng J.
    Guan, Wanbing
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2020, 45 (11) : 7069 - 7076
  • [5] Modeling and simulation of high temperature direct internal reforming solid oxide fuel cell
    Wang, Li-Jin
    Zhang, Hui-Sheng
    Weng, Shi-Lie
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2007, 27 (35): : 78 - 83
  • [6] Performance simulation of direct internal reforming solid oxide fuel cells
    Zhao, Xi-Ling
    Zhang, Xing-Mei
    Duan, Chang-Gui
    Zou, Ping-Hua
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2009, 41 (02): : 97 - 100
  • [7] Performance of Solid Oxide Fuel Cells with Direct Internal Reforming of Methane
    Kim, Young Jin
    Lim, Hyung-Tae
    JOURNAL OF THE KOREAN CERAMIC SOCIETY, 2015, 52 (05) : 325 - 330
  • [8] Control strategy research of direct internal reforming solid oxide fuel cell
    Wang, Li-Jin
    Zhang, Hui-Sheng
    Weng, Shi-Lie
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2008, 28 (20): : 94 - 98
  • [9] Direct ethanol solid oxide fuel cell operating in gradual internal reforming
    Nobrega, S. D.
    Galesco, M. V.
    Girona, K.
    de Florio, D. Z.
    Steil, M. C.
    Georges, S.
    Fonseca, F. C.
    JOURNAL OF POWER SOURCES, 2012, 213 : 156 - 159
  • [10] Dynamic characteristics of a solid oxide fuel cell with direct internal reforming of methane
    Ho, Thinh X.
    ENERGY CONVERSION AND MANAGEMENT, 2016, 113 : 44 - 51