Please wait a minute...
Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering)  2007, Vol. 8 Issue (12): 1921-1927    DOI: 10.1631/jzus.2007.A1921
Electrical & Electronic Engineering     
Iterative learning control of SOFC based on ARX identification model
HUO Hai-bo, ZHU Xin-jian, TU Heng-yong
Fuel Cell Research Institute, Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China
Download:     PDF (0 KB)     
Export: BibTeX | EndNote (RIS)      

Abstract  This paper presents an application of iterative learning control (ILC) technique to the voltage control of solid oxide fuel cell (SOFC) stack. To meet the demands of the control system design, an autoregressive model with exogenous input (ARX) is established. Firstly, by regulating the variation of the hydrogen flow rate proportional to that of the current, the fuel utilization of the SOFC is kept within its admissible range. Then, based on the ARX model, three kinds of ILC controllers, i.e. P-, PI- and PD-type are designed to keep the voltage at a desired level. Simulation results demonstrate the potential of the ARX model applied to the control of the SOFC, and prove the excellence of the ILC controllers for the voltage control of the SOFC.

Key wordsAutoregressive model with exogenous input (ARX)      Iterative learning control (ILC)      Solid oxide fuel cell (SOFC)      Identification     
Received: 30 July 2007     
CLC:  TP273  
  TM911.4  
Cite this article:

HUO Hai-bo, ZHU Xin-jian, TU Heng-yong. Iterative learning control of SOFC based on ARX identification model. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2007, 8(12): 1921-1927.

URL:

http://www.zjujournals.com/xueshu/zjus-a/10.1631/jzus.2007.A1921     OR     http://www.zjujournals.com/xueshu/zjus-a/Y2007/V8/I12/1921

[1] Feng Yin, Zhi-hao Luo, Yuan Li, Ming-xi Zhou, Hao Zhou. Coal type identification based on the emission spectra of a furnace flame[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2017, 18(2): 113-123.
[2] Liang Ye, Yin-fu Jin, Shui-long Shen, Ping-ping Sun, Cheng Zhou. An efficient parameter identification procedure for soft sensitive clays[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2016, 17(1): 76-88.
[3] Qing-long Meng, Xiu-ying Yan, Qing-chang Ren. Global optimal control of variable air volume air-conditioning system with iterative learning: an experimental case study[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2015, 16(4): 302-315.
[4] Xing-huai Huang, Shirley Dyke, Zhao-dong Xu. An in-time damage identification approach based on the Kalman filter and energy equilibrium theory[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2015, 16(2): 105-116.
[5] Wei Wei, Ang Liu, Stephen C. Y. Lu, Thorsten Wuest. A multi-principle module identification method for product platform design[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2015, 16(1): 1-10.
[6] Bin He, Xin-biao Xiao, Qiang Zhou, Zhi-hui Li, Xue-song Jin. Investigation into external noise of a high-speed train at different speeds[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2014, 15(12): 1019-1033.
[7] . A novel method for fast identification of a machine tool selected point temperature rise based on an adaptive unscented Kalman filter[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2014, 15(10): 761-773.
[8] Hai-bo Huo, Yi Ji, Xin-jian Zhu, Xing-hong Kuang, Yu-qing Liu. Control-oriented dynamic identification modeling of a planar SOFC stack based on genetic algorithm-least squares support vector regression[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2014, 15(10): 829-839.
[9] Tao Tao, Ying-jun Lu, Xiang Fu, Kun-lun Xin. Identification of sources of pollution and contamination in water distribution networks based on pattern recognition[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2012, 13(7): 559-570.
[10] Chang-fu Zong, Pan Song, Dan Hu. Estimation of vehicle states and tire-road friction using parallel extended Kalman filtering[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2011, 12(6): 446-452.
[11] Pablo García Ansola, Andrés García, Javier de las Morenas, Javier García Escribano, Francisco Javier Otamendi. ZigID: Improving visibility in industrial environments by combining WSN and RFID[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2011, 12(11): 849-859.
[12] R. SHABANI, S. TARIVERDILO, H. SALARIEH. Nonlinear identification of electro-magnetic force model[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2010, 11(3): 165-174.
[13] Abdelhakim Deboucha, Zahari Taha. Identification and control of a small-scale helicopter[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2010, 11(12): 978-985.
[14] Izuru TAKEWAKI, Mitsuru NAKAMURA. Temporal variation in modal properties of a base-isolated building during an earthquake[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2010, 11(1): 1-8.
[15] Jun LI, Nan GAO, Guang-yi CAO, Heng-yong TU, Ming-ruo HU, Xin-jian ZHU, Jian LI. Predictive control of a direct internal reforming SOFC using a self recurrent wavelet network model[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2010, 11(1): 61-70.