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  1. NTU Theses and Dissertations Repository
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  3. 機械工程學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/47607
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dc.contributor.advisor陽毅平(Yee-Pien Yang)
dc.contributor.authorYu-Ming Liuen
dc.contributor.author劉玉銘zh_TW
dc.date.accessioned2021-06-15T06:08:22Z-
dc.date.available2012-08-18
dc.date.copyright2010-08-18
dc.date.issued2010
dc.date.submitted2010-08-13
dc.identifier.citation[1] L. Wang, A. Husar, T. Zhou, and H. Liu, 'A parametric study of PEM fuel cell performances,' International Journal of Hydrogen Energy, vol. 28, pp. 1263-1272, 2003.
[2] M. M. Hussain, J. J. Baschuk, X. Li, and I. Dincer, 'Thermodynamic analysis of a PEM fuel cell power system,' International Journal of Thermal Sciences, vol. 44, pp. 903-911, 2005.
[3] Y. Shan and S.-Y. Choe, 'Modeling and simulation of a PEM fuel cell stack considering temperature effects,' Journal of Power Sources, vol. 158, pp. 274-286, 2006.
[4] Z. Zhang, X. Huang, J. Jiang, and B. Wu, 'An improved dynamic model considering effects of temperature and equivalent internal resistance for PEM fuel cell power modules,' Journal of Power Sources, vol. 161, pp. 1062-1068, 2006.
[5] X. Yan, M. Hou, L. Sun, H. Cheng, Y. Hong, D. Liang, Q. Shen, P. Ming, and B. Yi, 'The study on transient characteristic of proton exchange membrane fuel cell stack during dynamic loading,' Journal of Power Sources, vol. 163, pp. 966-970, 2007.
[6] 徐茂恩, '質子交換膜燃料電池之應用田口工程實驗設計法進行參數最佳化選取,' 機械工程系, 國立台灣大學, 2009
[7] C. Y. Chen and W. H. Lai, 'Effects of temperature and humidity on the cell performance and resistance of a phosphoric acid doped polybenzimidazole fuel cell,' Journal of Power Sources, vol. 195, pp. 7152-7159, 2010.
[8] C. Song, Y. Tang, J. L. Zhang, J. Zhang, H. Wang, J. Shen, S. McDermid, J. Li, and P. Kozak, 'PEM fuel cell reaction kinetics in the temperature range of 23-120 °C,' Electrochimica Acta, vol. 52, pp. 2552-2561, 2007.
[9] J. R. Kolodziej, 'Thermal dynamic modeling and nonlinear control of a proton exchange membrane fuel cell stack,' Journal of Fuel Cell Science and Technology, vol. 4, pp. 255-260, Aug 2007.
[10] J. J. Moré, P. F. Puleston, C. Kunusch, and A. Visintin, 'Temperature control of a PEM fuel cell test bench for experimental MEA assessment,' International Journal of Hydrogen Energy, vol. 35, pp. 5985-5990, 2010.
[11] F. Yang, X. J. Zhu, and G. Y. Cao, 'Temperature control of MCFC based on an affine nonlinear thermal model,' Journal of Power Sources, vol. 164, pp. 713-720, 2007.
[12] G. Vasu and A. K. Tangirala, 'Control-orientated thermal model for proton-exchange membrane fuel cell systems,' Journal of Power Sources, vol. 183, pp. 98-108, 2008.
[13] D. Jung, S. Yu, and D. N. Assanis, 'Modeling of a Proton Exchange Membrane Fuel Cell With a Large Active Area for Thermal Behavior Analysis,' Journal of Fuel Cell Science and Technology, vol. 5, pp. 044502-6 begin_of_the_skype_highlighting              044502-6      end_of_the_skype_highlighting begin_of_the_skype_highlighting              044502-6      end_of_the_skype_highlighting begin_of_the_skype_highlighting              044502-6      end_of_the_skype_highlighting, 2008.
[14] J.-W. Ahn and S.-Y. Choe, 'Coolant controls of a PEM fuel cell system,' Journal of Power Sources, vol. 179, pp. 252-264, 2008.
[15] J. O. Schumacher, P. Gemmar, M. Denne, M. Zedda, and M. Stueber, 'Control of miniature proton exchange membrane fuel cells based on fuzzy logic,' Journal of Power Sources, vol. 129, pp. 143-151, 2004.
[16] F. Yang, X. j. Zhu, G. y. Cao, and W. q. Hu, 'Nonlinear predictive control of a molten carbonate fuel cell stack,' Journal of Power Sources, vol. 183, pp. 253-256, 2008.
[17] A. W. Al-Dabbagh, L. Lu, and A. Mazza, 'Modelling, simulation and control of a proton exchange membrane fuel cell (PEMFC) power system,' International Journal of Hydrogen Energy, vol. 35, pp. 5061-5069, 2010.
[18] S. R. Huang, C. Y. Lin, C. C. Wu, and S. J. Yang, 'The application of Fuzzy controller for fuel cell generating studies,' International Journal of Hydrogen Energy, vol. 33, pp. 5205-5217, 2008.
[19] R. Eckl, W. Zehtner, C. Leu, and U. Wagner, 'Experimental analysis of water management in a self-humidifying polymer electrolyte fuel cell stack,' Journal of Power Sources, vol. 138, pp. 137-144, Nov 15 2004.
[20] F. Buaud, D. Lelandais, and B. Auvity, 'Evidence of a non-dimensional parameter controlling the flooding of PEMFC stack,' International Journal of Hydrogen Energy, vol. 33, pp. 2765-2773, 2008.
[21] E. Afshari and S. A. Jazayeri, 'Effects of the cell thermal behavior and water phase change on a proton exchange membrane fuel cell performance,' Energy Conversion and Management, vol. 51, pp. 655-662, 2010.
[22] X. Yu, B. Zhou, and A. Sobiesiak, 'Water and thermal management for Ballard PEM fuel cell stack,' Journal of Power Sources, vol. 147, pp. 184-195, 2005.
[23] Y. Zong, B. Zhou, and A. Sobiesiak, 'Water and thermal management in a single PEM fuel cell with non-uniform stack temperature,' Journal of Power Sources, vol. 161, pp. 143-159, 2006.
[24] CITY UNIVERSITY LONDEN. Available: http://www.city.ac.uk/sems/research/research_structure_and_areas/research_clusters/advanced_transportation/research_areas_and_activities/ESAPP/PEM%20Fuel%20Cells/PEMFC.html
[25] Jay T. Pukrushpan, Anna G. Stefanopoulou, Huei Peng, Control of Fuel Cell Power Systems, Principles, Modeling, Analysis and Feedback design, Springer, 2004.
[26] 劉明皓, '小功率質子交換膜電池之系統識別,' 國立台灣大學機械工程研究所碩士論文, 2006.
[27] J. C. Amphlett, R. F. Mann, B. A. Peppley, P. R. Roberge, and A. Rodrigues, 'A model predicting transient responses of proton exchange membrane fuel cells,' Journal of Power Sources, vol. 61, pp. 183-188.
[28] J. T. Pukrushpan, H. Peng, and A. G. Stefanopoulou, 'Control-Oriented Modeling and Analysis for Automotive Fuel Cell Systems,' Journal of Dynamic Systems, Measurement, and Control, vol. 126, pp. 14-25, 2004.
[29] L. A. Zadeh, 'Fuzzy sets,' Information and Control, vol. 8, pp. 338-353, 1965.
[30] Swiftech Company. Available: http://www.swiftnets.com/assets/images/products/MCRad-220/MCR220QP_HD_VS_FR.PNG
[31] Thermocouple. Available: http://en.wikipedia.org/wiki/Thermocouple
[32] 'SCC-68 USER GUIDE,' 2006.
[33] 藝科資訊工作室. Available: http://www.aroboto.com/shop/goods.php?id=21
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/47607-
dc.description.abstract近年來,由於能源短缺,燃料電池已經成為一項不可或缺的替代能源,如何提升電池的效能是一項很重要的課題。燃料電池在操作時, 電池溫度會隨者負載的提高而上升,而溫度的提高將有助於加速電池內部化學反應,使得電池性能上升;然而當溫度過高時,反而會造成電池內部的膜乾化,使化學反應無法繼續進行而讓電池性能掉落。另外,過量的水冷供給亦會使得電池溫度下降,造成電池性能掉落。因此,如何維持適合的電池溫度使電池保持最佳性能是本研究的重點。
本論文利用模糊控制,將質子交換膜燃料電池的溫度控制在最佳溫度;藉由整合燃料電池平台,即時監控各項操作參數,將操作溫度擷取,經由模糊控制運算後,驅動水冷系統控制電池溫度,形成一個閉回路控制系統。實驗結果顯示,經由模糊控制,可將電池溫度控制在一小範圍內,使電池性能即使在負載變動下,輸出仍可保持穩定。
zh_TW
dc.description.abstractDue to the dwindling supply of fossil fuel, the Proton Exchange Membrane Fuel Cell (PEMFC) has become a promising alternative energy source. It is a critical issue to improve the performance of the PEMFC stack. When operating the PEMFC stack, temperature rises as the load current increases. The elevated temperature directly affects the rate of chemical reactions so that the performance of the stack improved. However, the high temperature may result in dehydration of the membrane of PEMFC stack, and degrading its performance. Furthermore, overcooling the stack will reduce the rate of chemical reactions and cause the performance to drop. In this paper, a fuzzy logic control (FLC) is proposed to regulate the temperature in the PEMFC. By establishing a testing platform and monitoring the operating parameters in real time; the stack temperature is acquired for the FLC to manipulate, which directs the water pump to cool the stack. The results demonstrated that the temperature can be controlled within a suitable range, while the voltage response remained stable under load fluctuation.en
dc.description.provenanceMade available in DSpace on 2021-06-15T06:08:22Z (GMT). No. of bitstreams: 1
ntu-99-R95522825-1.pdf: 2913018 bytes, checksum: 827308ca24f8f3ac9aa9722538a6361e (MD5)
Previous issue date: 2010
en
dc.description.tableofcontents致謝 ii
摘要 iii
Abstract iv
Contents v
List of figures viii
List of tables xi
Nomenclature xii
Chapter 1. Introduction 1
1.1 Research Background 1
1.2 Fuel cell Types 3
1.3 Literature Review 8
1.3.1 Thermodynamic effects in fuel cell 8
1.3.2 Thermal dynamic control in PEMFC 11
1.3.3 Fuzzy logic in fuel cell 13
1.3.4 Water and thermal management 14
1.4 Objective 16
Chapter 2. Proton Exchange Membrane Fuel Cells 18
2.1 Overview 18
2.2 The working principle of PEMFC 20
2.3 The structure of PEMFC 22
2.4 The principle of PEMFC 24
2.4.1 The open circuit voltage of PEMFC 24
2.4.2 Polarization curve 27
2.4.3 Polarization voltage 30
2.4.4 Stoichiometry 32
2.5 Thermal Management of PEMFC 34
2.5.1 Overview 35
2.5.2 Cooling by water cooling system 36
Chapter 3. Fuzzy Logic Control Design for PEM Fuel Cell 38
3.1 Overview 38
3.2 Controller design 40
3.2.1 Conventional control system design 40
3.2.2 Fuzzy control system design 41
3.2.3 Limitations of conventional controller 42
3.2.4 Benefits of fuzzy controller 42
3.3 Composition of fuzzy logic controller 44
3.4 Fuzzy controller design procedure 46
3.5 Temperature control using fuzzy logic with BCS 300W 48
3.5.1 Fuzzy set editor in LABVIEW 48
3.5.2 Fuzzy controller design for PEMFC 49
Chapter 4. Fuel Cell Stack and Experimental Set-up 62
4.1 PEM fuel cell stack system 62
4.1.1 Fuel cell stack 63
4.1.2 Gas supply system 65
4.1.3 Unit load system 68
4.1.4 Cooling system 69
4.1.5 Measurement system 73
4.2 Experimental set-up 84
Chapter 5. Temperature Control Results and Discussion 85
5.1 Overview 85
5.2 Temperature effects 87
5.2.1 Polarization curve with different temperatures 87
5.2.2 Temperatures change with different loads 88
5.3 Temperature control by fuzzy logic 91
5.3.1 At constant current 12A 92
5.3.2 At constant current 14A 94
5.3.3 Step current change in 12A→14A→10A 96
5.3.4 At constant voltage 12.5V 98
5.3.5 At constant voltage 12.5V and set point equals 50℃ 100
Chapter 6. Conclusion and Future Work 102
6.1 Conclusions 102
6.2 Future work 103
Chapter 7. References 104
dc.language.isoen
dc.subjectLabViewzh_TW
dc.subject模糊控制zh_TW
dc.subject質子交換膜燃料電池zh_TW
dc.subject溫度zh_TW
dc.subjectfuzzy controlen
dc.subjectLabViewen
dc.subjecttemperatureen
dc.subjectPEM fuel cellen
dc.title模糊邏輯應用於質子交換膜燃料電池之溫度控制zh_TW
dc.titleTemperature Control of Proton Exchange Membrane Fuel Cell by Fuzzy Logicen
dc.typeThesis
dc.date.schoolyear98-2
dc.description.degree碩士
dc.contributor.oralexamcommittee黃秉鈞,許桓瑞
dc.subject.keyword模糊控制,質子交換膜燃料電池,溫度,LabView,zh_TW
dc.subject.keywordfuzzy control,PEM fuel cell,temperature,LabView,en
dc.relation.page106
dc.rights.note有償授權
dc.date.accepted2010-08-15
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept機械工程學研究所zh_TW
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