Model Comparison and Parameter Estimation of Polymer Exchange Membrane (PEM) Fuel Cell Based on Nonlinear Least Squares Method

被引:2
|
作者
Ram, Krishnil R. [1 ]
Naidu, Karteek [1 ]
Kumar, Ravinesh [1 ]
Cirrincione, Maurizio [1 ]
Mohammadi, Ali [1 ]
机构
[1] Univ South Pacific, Sch Engn & Phsy, Suva, Fiji
关键词
Least Square; PEMFC; Modeling; Estimation Parameters; PERFORMANCE; IDENTIFICATION;
D O I
10.1109/acemp-optim44294.2019.9007136
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The comparison of different single cell PEMFC models and the estimation of model parameters are described in this article. Three different models are selected from literature and reviewed. For each PEMFC model the polarization curves were developed and then compared. Nonlinear Least Squares Method have been implemented to find the parameters of each model. The results show that some of the parameters estimated are in agreement with the experimental and simulation model polarization curves while there are more errors in the estimation of the parameters describing the activation losses.
引用
下载
收藏
页码:500 / 505
页数:6
相关论文
共 50 条
  • [21] An overlapping domain decomposition method for a polymer exchange membrane fuel cell model
    He, Mingyan
    Huang, Ziping
    Wang, Cheng
    Sun, Pengtao
    Zhai, Shuang
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS), 2011, 4 : 1343 - 1352
  • [22] Comparison of Some Parameter Estimation Techniques Applied to Proton Exchange Membrane Fuel Cell Models
    Havasi, Agnes
    Horvath, Robert
    Szabo, Tamas
    JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, 2013, 10 (05):
  • [23] Parameter Identification of the Nonlinear Wheel Odometry Model with Batch Least Squares Method
    Fazekas, Mate
    Gaspar, Peter
    Nemeth, Balazs
    5TH CONFERENCE ON CONTROL AND FAULT-TOLERANT SYSTEMS (SYSTOL 2021), 2021, : 360 - 365
  • [24] A novel P systems based optimization algorithm for parameter estimation of proton exchange membrane fuel cell model
    Yang, Shipin
    Wang, Ning
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2012, 37 (10) : 8465 - 8476
  • [25] An accurate method for parameter estimation of proton exchange membrane fuel cell using Dandelion optimizer
    Mujeer, Syed Abdul
    Chandrasekhar, Yammani
    Kumari, Matam Sailaja
    Salkuti, Surender Reddy
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2024, 25 (03) : 333 - 344
  • [26] Online Soft Sensor of Humidity in PEM Fuel Cell Based on Dynamic Partial Least Squares
    Long, Rong
    Chen, Qihong
    Zhang, Liyan
    Ma, Longhua
    Quan, Shuhai
    SCIENTIFIC WORLD JOURNAL, 2013,
  • [27] Crosslinked polymer composites as proton exchange membrane (PEM) materials in fuel cell applications
    Bai, Zongwu
    Yoonessi, Mitra
    Durstock, Michael F.
    Dang, Thuy D.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2007, 234
  • [28] Filtering based least squares parameter estimation algorithms for Hammerstein nonlinear CARMA systems
    Mao, Yawen
    Ding, Feng
    Pan, Jian
    Ding, Wenfang
    Wan, Xiangkui
    2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 574 - 579
  • [29] Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell
    Manuel Lopez-Guede, Jose
    Grana, Manuel
    Estevez, Julian
    14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019), 2020, 950 : 321 - 329
  • [30] Parameter identification of PEMFC stack model based on least squares method
    Hu, Jie
    Su, Jianhui
    Du, Yan
    Wang, Haining
    Shi, Yong
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (06): : 1 - 4