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
来源：
Applied Energy | 2022年 / 315卷
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
  • [41] Performance comparison of the mass transfer models with internal reforming for solid oxide fuel cell anodes
    Wang, Shuping
    Worek, William M.
    Minkowycz, W. J.
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2012, 55 (15-16) : 3933 - 3945
  • [42] Numerical study of thermoelectric characteristics of a planar solid oxide fuel cell with direct internal reforming of methane
    Wang, Qiusheng
    Li, Lijun
    Wang, Cheng
    JOURNAL OF POWER SOURCES, 2009, 186 (02) : 399 - 407
  • [43] Internal Reforming Solid Oxide Fuel Cell System Operating under Direct Ethanol Feed Condition
    Elharati, Mohamed A.
    Dewa, Martinus
    Bkour, Qusay
    Hussain, A. Mohammed
    Miura, Yohei
    Dong, Song
    Fukuyama, Yosuke
    Dale, Nilesh
    Marin-Flores, Oscar G.
    Ha, Su
    ENERGY TECHNOLOGY, 2020, 8 (09)
  • [44] Control structure design and dynamic modeling for a solid oxide fuel cell with direct internal reforming of methane
    Chatrattanawet, Narissara
    Skogestad, Sigurd
    Arpornwichanop, Amornchai
    CHEMICAL ENGINEERING RESEARCH & DESIGN, 2015, 98 : 202 - 211
  • [45] Numerical investigation of the chemical and electrochemical characteristics of planar solid oxide fuel cell with direct internal reforming
    Wang Y.
    Weng S.
    Weng Y.
    Frontiers in Energy, 2011, 5 (2) : 195 - 206
  • [46] Direct methane solid oxide fuel cell working by gradual internal steam reforming: Analysis of operation
    Klein, Jean-Marie
    Henault, Marc
    Roux, Claude
    Bultel, Yann
    Georges, Samuel
    JOURNAL OF POWER SOURCES, 2009, 193 (01) : 331 - 337
  • [47] Direct internal methane reforming in biogas fuelled solid oxide fuel cell; the influence of operating parameters
    Saadabadi, S. Ali
    Illathukandy, Biju
    Aravind, Purushothaman Vellayani
    ENERGY SCIENCE & ENGINEERING, 2021, 9 (08) : 1232 - 1248
  • [48] Modeling of solid oxide fuel cell (SOFC) electrodes from fabrication to operation: Microstructure optimization via artificial neural networks and multi-objective genetic algorithms
    Yan, Z.
    He, A.
    Hara, S.
    Shikazono, N.
    ENERGY CONVERSION AND MANAGEMENT, 2019, 198
  • [49] Multi-objective optimization of sorption enhanced steam biomass gasification with solid oxide fuel cell
    Detchusananard, Thanaphorn
    Sharma, Shivom
    Marechal, Francois
    Arpornwichanop, Amornchai
    ENERGY CONVERSION AND MANAGEMENT, 2019, 182 : 412 - 429
  • [50] Performance comparison of internal reforming against external reforming in a solid oxide fuel cell, gas turbine hybrid system
    Liese, EA
    Gemmen, RS
    JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2005, 127 (01): : 86 - 90
12345