Investigation of rotary proton exchange membrane fuel cell performance optimization based on orthogonal experiment and entropy weight method

被引:1
作者
Ouyang, Yixuan [1 ]
Shen, Zhuang [1 ]
Zuo, Qingsong [1 ]
Li, Qiming [2 ]
Ma, Ying [1 ]
Zhang, Hehui [1 ]
机构
[1] Xiangtan Univ, Sch Mech Engn & Mech, Xiangtan 411105, Peoples R China
[2] Hunan Univ, Sch Mech & Vehicle Engn, Changsha 410082, Peoples R China
基金
中国国家自然科学基金;
关键词
Rotary proton exchange membrane fuel cell; Operating parameters; Orthogonal experiment; Entropy weight method; Multi-objective optimization; FLOW-FIELD; PEMFC PERFORMANCE; SERPENTINE; CONSUMPTION; PARAMETERS; PRESSURE; HUMIDITY; CHANNEL; DESIGN;
D O I
10.1016/j.applthermaleng.2025.126362
中图分类号
O414.1 [热力学];
学科分类号
摘要
A multi-factor and multi-objective optimization method based on orthogonal experiment and entropy weight method is proposed to investigate the influence of the parameters such as rotational angular speed (omega), operating temperature (T), relative humidity (RH), and operating pressure (P) on the performance indicators of rotary proton exchange membrane fuel cell (R-PEMFC), and to comprehensively evaluate the performance of R-PEMFC through multiple objectives. The results show that different parameters have various degrees of influence on different performance indicators. Moreover, the weights of each performance indicator are determined by the entropy weight method, in which the effective mass transfer coefficient accounts for the largest weight of 24.11 %, followed by the oxygen uniformity index, net power density, temperature difference and current density uniformity index accounting for 18.99 %, 16.10 %, 15.66 %, and 15.47 %, respectively, and the pressure drop accounts for the smallest weight of only 9.67 %. Finally, according to the weight, the orthogonal experimental schemes are comprehensively scored, and it is known that the best omega is 1080 rpm, T is 353 K, RH is 50 %, and P is 1.6 atm. This investigation has supplied a multi-objective optimum method and evaluate idea, which has reference value for further improving the performance of R-PEMFC.
引用
收藏
页数:14
相关论文
共 52 条
[1]   Correlation of oxygen mass transfer and power consumption in an aeration system by a rotating cone [J].
Adachi, Takahiro ;
Kubo, Toshiki ;
Higashiono, Koji ;
Terashima, Mitsuharu ;
Takahashi, Yutaro .
CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2018, 125 :105-111
[2]   Effect of rotation on forced convection in wavy wall channels [J].
Al-Zurfi, Nabeel ;
Alhusseny, Ahmed ;
Nasser, Adel .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2020, 149
[3]   A numerical multiphase CFD simulation for PEMFC with parallel sinusoidal flow fields [J].
Atyabi, Seyed Ali ;
Afshari, Ebrahim .
JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY, 2019, 135 (03) :1823-1833
[4]   Enhancing under-rib mass transport in proton exchange membrane fuel cells using new serpentine flow field designs [J].
Baz, F. B. ;
Ookawara, Shinichi ;
Ahmed, Mahmoud .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2019, 44 (58) :30644-30662
[5]  
Branco C.M., 2022, Encyclopedia of Smart Materials, P378, DOI [10.1016/B978-0-12-815732-9.00011-5, DOI 10.1016/B978-0-12-815732-9.00011-5]
[6]   Proton exchange membrane fuel cell (PEMFC) operation in high current density (HCD): Problem, progress and perspective [J].
Cai, Fengyang ;
Cai, Shanshan ;
Tu, Zhengkai .
ENERGY CONVERSION AND MANAGEMENT, 2024, 307
[7]   Numerical study on water transfer characteristics under joint effect of placement orientation and flow channel size for PEMFC with dead-ended anode [J].
Chen, Ben ;
Liu, Qi ;
Zhang, Cheng ;
Liu, Yang ;
Shen, Jun ;
Tu, Zhengkai .
ENERGY, 2022, 254
[8]   A novel channel design and heat and mass transfer analysis of fuel cells [J].
Chen, Chengdai ;
Wang, Changhong ;
Zhang, Zhihui .
ENERGY CONVERSION AND MANAGEMENT, 2022, 254
[9]   The impact on PEMFC of bionic flow field with a different branch [J].
Chen, Tao ;
Xiao, Yong ;
Chen, Tiezhu .
FUEL CELLS 2012 SCIENCE & TECHNOLOGY - A GROVE FUEL CELL EVENT, 2012, 28 :134-139
[10]   Numerical investigation on the performance enhancement of PEMFC with gradient sinusoidal-wave fins in cathode channel [J].
Chen, Zhijie ;
Zuo, Wei ;
Zhou, Kun ;
Li, Qingqing ;
Yi, Zhengming ;
Huang, Yuhan .
ENERGY, 2024, 288