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  1. NTU Theses and Dissertations Repository
  2. 工學院
  3. 應用力學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/3688
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor陳國慶(Kuo-Ching Chen)
dc.contributor.authorJian-Bang Zhangen
dc.contributor.author張建邦zh_TW
dc.date.accessioned2021-05-13T08:35:58Z-
dc.date.available2016-08-30
dc.date.available2021-05-13T08:35:58Z-
dc.date.copyright2016-08-30
dc.date.issued2016
dc.date.submitted2016-08-18
dc.identifier.citation[1]. John Newman, Electrochemical Systems 3rd Ed. (2004).
[2]. Tanvir R. Tanim, Christopher D. Rahn, Aging formula for lithium ion batteries with solid electrolyte interphase layer growth, Journal of Power Sources 294 (2015) 239-247.
[3]. D. Bernardi, E. Pawlikowski, J. Newman, A General Energy Balance for Battery Systems, J. Electrochem. Soc.: ELECTROCHEMICAL SCIENCE AND TECHNOLOGY January 1985, Vol. 132,No. 1 Page5-12.
[4]. Naoki Baba, Hiroaki Yoshida, Makoto Nagaoka, Chikaaki Okuda,
Shigehiro Kawauchi, Numerical simulation of thermal behavior of lithium-ion secondary batteries using the enhanced single particle model, Journal of Power Sources 252 (2014) 214-228.
[5]. Naixing Yang, Xiongwen Zhang, Guojun Li, State-of-charge estimation for lithium ion batteries via the simulation of lithium distribution in the electrode particles, Journal of Power Sources 272 (2014) 68-78.
[6]. Martin Ebner, Vanessa Wood, Tool for Tortuosity Estimation in Lithium Ion Battery Porous Electrodes, Journal of The Electrochemical Society, 162 (2) A3064-A3070 (2015).
[7]. Thomas F. Fuller, Marc Doyle, John Newman, Simulation and Optimization of the Dual Lithium Ion Insertion Cell, J. Electrochem. Soc, Vol. 141, No. 1, January 1994 The Electrochemical Society, Inc.
[8]. Meng Guo, Godfrey Sikha, Ralph E. White, Single-Particle Model for a Lithium-Ion Cell: Thermal Behavior, Journal of The Electrochemical Society, 158 _2_ A122-A132 _2011.
[9]. 李哲鋒,利用電化學法探討鋰離子電池連續充放電行為與溫度管理及應力分析,國立台灣大學-工學院-應用力學研究所-碩士論文(2015)。
[10]. Parisa Amiribavandpour, Weixiang Shen, Daobin Mu, Ajay Kapoor, An improved theoretical electrochemical-thermal modelling of lithium-ion battery packs in electric vehicles, Journal of Power Sources 284 (2015) 328-338.
[11]. Liqiang Zhang, Lixin Wang, Gareth Hinds, Chao Lyu, Jun Zheng, Junfu Li, Multi-objective optimization of lithium-ion battery model using genetic algorithm approach, Journal of Power Sources 270 (2014) 367-378.
[12]. http://lygte-info.dk/review/batteries2012/Intl-outdoor%20NCR18650%203100mAh%20(Black)%20UK.html
[13]. Xianke Lin, Jonghyun Park, Lin Liu, Yoonkoo Lee, A. M. Sastry, and Wei Lu, A Comprehensive Capacity Fade Model and Analysis for Li-Ion Batteries, Journal of The Electrochemical Society, 160 (10) A1701-A1710 (2013).
[14]. Thomas Waldmann, Michael Kasper, Margret Wohlfahrt-Mehrens, Optimization of Charging Strategy by Prevention of Lithium Deposition on Anodes in high-energy Lithium-ion Batteries – Electrochemical Experiments, Electrochimica Acta 178 (2015) 525–532.
[15]. Michel Andre´, The ARTEMIS European driving cycles for measuring car pollutant emissions, Science of the Total Environment 334– 335 (2004) 73–84.
[16]. Naixing Yang, Xiongwen Zhang, BinBin Shang, Guojun Li, Unbalanced discharging and aging due to temperature differences among the cells in a lithium-ion battery pack with parallel combination, Journal of Power Sources 306 (2016) 733-741.
[17]. http://www.daglievemensen.nl/tesla/maxrange.htm
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/3688-
dc.description.abstract於本論文中,我們引用單電極粒子模型的概念,並使用原電化學控制方程之簡化數學解,以及搭配MATLAB程式軟體之撰寫,成功地開發一套基於電化學方法之計算程式-「〖HAIDS〗^(×4)」,使得本論文成為首篇實現以電化學法搭配常見的軟硬體設備,來模擬評估大規模串並聯電池組系統之狀態。對於單顆電池之一次充、放電而言,其運算耗時少於0.03秒,比起簡化前快至千倍。此外,模擬評估大規模串、並聯電池組之工作行為與狀態,其運算費時更控制於45秒內(Intel i7 2600K(Q1'2011)),即能模擬真實時間一小時的充、放電行為。再由此延伸,試著將此程式應用分析於純電動車在一般道路駕駛情況下之電池組狀態,藉由電化學法的計算結果來了解其電池組之工作情形。除此之外,我們能在耗費25小時左右之時間,估算出純電動車行駛5萬公里後,其電池組之剩餘使用壽命,進而提供消費者與車廠一簡單成本價值觀,使其做出更適當的決策。zh_TW
dc.description.abstractIn this thesis, we refer to the concept of single particle model and use the simplified mathematical solutions with the original electrochemical governing equations. Next, using MATLAB software, we successfully develop a program named ”〖HAIDS〗^(×4)”based on electrochemical method. This paper is the first use of electrochemical method with common software and hardware equipment, to simulate the state of large-scale battery pack system. For a single battery charge and discharge, the operation time is less than 0.03 seconds. It’s a thousand times faster than full order model. In addition, simulation of a large-scale battery group, the calculation time is controlled in 45 seconds with the actual one hour of working behavior. As an extension, try to apply this electrochemical calculation program to analyze the state of battery pack of pure electric vehicle in general road driving conditions. This thesis presents the calculation results by electrochemistry to understand the working situation of the battery pack. Furthermore, we can estimate the remaining useful life of battery pack of pure electric vehicle after traveling 50 thousand kilometers with about 25-hour simulation time. It will provide consumers and manufacturers a simple cost value, allowing them to make more appropriate decisions.en
dc.description.provenanceMade available in DSpace on 2021-05-13T08:35:58Z (GMT). No. of bitstreams: 1
ntu-105-R03543043-1.pdf: 61920623 bytes, checksum: 4973f3534be4613282103d12f9007ca3 (MD5)
Previous issue date: 2016
en
dc.description.tableofcontents口試委員會審定書1
致謝2
中文摘要3
英文摘要Abstract4
第一章 序章14
1-1.1 前言14
1-2.1 研究動機15
1-3.1 研究方法與論文架構15
第二章 電池物理數學模型之建立16
2-1.1 電極與電解液交界面上之電荷轉移反應16
2-1.2 Nernst方程式17
2-1.3 物質活性濃度18
2-1.4 Arrhenius方程式20
2-1.5 Butler-Volmer方程式21
2-1.6 傳遞係數α的取值23
2-1.7 鋰電池電極反應動力24
2-2.1 物質傳輸28
2-2.2 質量守恆29
2-2.3 濃度擴散30
2-2.4 漂移速度31
2-2.5 電遷移31
2-2.6 Nernst-Einstein關係式32
2-2.7 Nernst-Planck方程式34
2-2.8 稀釋溶液下的質量傳輸方程式34
2-2.9 Maxwell-Stefan方程式40
2-2.10 Gibbs-Duhem關係式42
2-2.11 濃溶液下質量傳輸之統御方程式43
2-2.12 熱力學因子影響擴散係數45
2-3.1 電解液電位分布49
2-4.1 電極內物質傳輸之統御方程式52
2-4.2 球座標系之濃度擴散52
2-5.1 電極電位分布55
2-6.1 電池之熱平衡57
2-6.2 Gibbs-Helmholtz方程式57
2-6.3 可逆反應熱58
2-6.4 不可逆反應熱-電荷躍遷60
2-6.5 不可逆反應熱-歐姆電阻61
2-6.6 電池之熱平衡64
2-7.1 電池統御方程地圖65
2-7.2 邊界條件地圖66
2-8.1 模型參數校正-電極顆粒尺寸76
2-8.2 模型參數校正-離子擴散係數與電導68
第三章 簡化之電池物理數學模型70
3-1.1 單粒子模型70
3-1.2 簡化多孔電極之描述假設71
3-1.3 電極內物質傳輸之統御方程-數學簡化71
3-2.1 物質傳輸-數學簡化76
3-3.1 電池工作電壓79
3-3.2 負電極電位80
3-3.3 負極區之電解液電位80
3-3.4 隔離膜區之電解液電位82
3-3.5 正極區之電解液電位82
3-3.6 正電極電位83
3-3.7 電池端電壓84
第四章 建構電化學模擬程式85
4-1.1 電化學模擬程式之主要架構85
4-2.1 並聯電池組之電流分配86
4-3.1 程式模擬能力之展示98
第五章 電動車電池組之狀態評估99
5-1.1 研究動機99
5-2.1 估算純電動車之工作耗能99
5-2.2 電池組之工作電流101
5-3.1 電池老化經驗式102
5-4.1 模擬駕駛路況-情境設定-小李上班105
5-5.1 模擬結果110
5-5.2 結果討論122
第六章 結論與未來展望124
參考文獻125
附錄甲-基本充放電程式碼及其註解127
附錄乙-模擬電動車道路駕駛之程式碼和其註解142
dc.language.isozh-TW
dc.subject電池組zh_TW
dc.subject電動車zh_TW
dc.subject老化走勢zh_TW
dc.subject快速zh_TW
dc.subject電化學法zh_TW
dc.subject串並聯zh_TW
dc.subjectaging trenden
dc.subjectfasten
dc.subjectrapiden
dc.subjectelectrochemical methoden
dc.subjectseries and parallelen
dc.subjectbattery packen
dc.subjectelectric vehicleen
dc.title快速電化學法估算電動車之電池組狀態zh_TW
dc.titleAn Electrochemical Based Rapid Method and Its Application to the State Estimation of Battery Pack of Electric Vehicleen
dc.typeThesis
dc.date.schoolyear104-2
dc.description.degree碩士
dc.contributor.oralexamcommittee林祺皓(Chi-Hao Lin),林揚善(Yang-Shan Lin),郭志禺(Chih-Yu Kuo)
dc.subject.keyword快速,電化學法,串並聯,電池組,電動車,老化走勢,zh_TW
dc.subject.keywordfast,rapid,electrochemical method,series and parallel,battery pack,electric vehicle,aging trend,en
dc.relation.page156
dc.identifier.doi10.6342/NTU201602734
dc.rights.note同意授權(全球公開)
dc.date.accepted2016-08-19
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept應用力學研究所zh_TW
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