Optimal fault-tolerant control strategy of a solid oxide fuel cell system

被引:19
作者
Wu, Xiaojuan [1 ]
Gao, Danhui [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 610054, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Solid oxide fuel cell (SOFC); Non-dominated sorting genetic algorithm II (NSGA-II); Technique for order preference by similarity to an ideal solution (TOPSIS); Proportional-integral-derivative (PID); Optimal fault-tolerant control; TURBINE HYBRID SYSTEM; PREDICTIVE CONTROL; GAS-TURBINE; MULTIOBJECTIVE OPTIMIZATION; COOPERATIVE CONTROL; NONLINEAR MODEL; POWER-PLANTS; MANAGEMENT; PERFORMANCE; OPERATION;
D O I
10.1016/j.jpowsour.2017.08.017
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
For solid oxide fuel cell (SOFC) development, load tracking, heat management, air excess ratio constraint, high efficiency, low cost and fault diagnosis are six key issues. However, no literature studies the control techniques combining optimization and fault diagnosis for the SOFC system. An optimal fault-tolerant control strategy is presented in this paper, which involves four parts: a fault diagnosis module, a switching module, two backup optimizers and a controller loop. The fault diagnosis part is presented to identify the SOFC current fault type, and the switching module is used to select the appropriate backup optimizer based on the diagnosis result. NSGA-II and TOPSIS are employed to design the two backup optimizers under normal and air compressor fault states. PID algorithm is proposed to design the control loop, which includes a power tracking controller, an anode inlet temperature controller, a cathode inlet temperature controller and an air excess ratio controller. The simulation results show the proposed optimal fault-tolerant control method can track the power, temperature and air excess ratio at the desired values, simultaneously achieving the maximum efficiency and the minimum unit cost in the case of SOFC normal and even in the air compressor fault. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:163 / 181
页数:19
相关论文
共 54 条
  • [1] Anode-supported intermediate-temperature direct internal reforming solid oxide fuel cell - II. Model-based dynamic performance and control
    Aguiar, P
    Adjiman, CS
    Brandon, NP
    [J]. JOURNAL OF POWER SOURCES, 2005, 147 (1-2) : 136 - 147
  • [2] Robust Control of Solid Oxide Fuel Cell Ultracapacitor Hybrid System
    Allag, Tahar
    Das, Tuhin
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2012, 20 (01) : 1 - 10
  • [3] Exergetic, economic, and environmental evaluations and multi-objective optimization of an internal-reforming SOFC-gas turbine cycle coupled with a Rankine cycle
    Aminyavari, Mehdi
    Mamaghani, Alireza Haghighat
    Shirazi, Alec
    Najafi, Behzad
    Rinaldi, Fabio
    [J]. APPLIED THERMAL ENGINEERING, 2016, 108 : 833 - 846
  • [4] Thermo-economic optimization of a solid oxide fuel cell, gas turbine hybrid system
    Autissier, N.
    Palazzi, F.
    Marechal, F.
    van Herle, J.
    Favrat, D.
    [J]. JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, 2007, 4 (02): : 123 - 129
  • [5] Optimum power performance of a new integrated SOFC-trigeneration system by multi-objective exergoeconomic optimization
    Baghernejad, A.
    Yaghoubi, M.
    Jafarpur, K.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 : 899 - 912
  • [6] Part load operation of SOFC/GT hybrid systems: Stationary analysis
    Barelli, L.
    Bidini, G.
    Ottaviano, A.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2012, 37 (21) : 16140 - 16150
  • [7] Experimental real-time optimization of a solid oxide fuel cell stack via constraint adaptation
    Bunin, Gene A.
    Wuillemin, Zacharie
    Francois, Gregory
    Nakajo, Arata
    Tsikonis, Leonidas
    Bonvin, Dominique
    [J]. ENERGY, 2012, 39 (01) : 54 - 62
  • [8] Thermal Management-Oriented Multivariable Robust Control of a kW-Scale Solid Oxide Fuel Cell Stand-Alone System
    Cao, Hongliang
    Li, Xi
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2016, 31 (02) : 603 - 612
  • [9] Thermal management oriented steady state analysis and optimization of a kW scale solid oxide fuel cell stand-alone system for maximum system efficiency
    Cao, Hongliang
    Li, Xi
    Deng, Zhonghua
    Li, Jian
    Qin, Yi
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (28) : 12404 - 12417
  • [10] Dynamic modeling and experimental validation for the electrical coupling in a 5-cell solid oxide fuel cell stack in the perspective of thermal coupling
    Cao, Hongliang
    Li, Xi
    Deng, Zhonghua
    Jiang, Jianhua
    Yang, Jie
    Li, Jian
    Qin, Yi
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2011, 36 (07) : 4409 - 4418