研究生: |
周鈞彥 Chun-Yen Chou |
---|---|
論文名稱: |
以模擬退火法實現太陽能最大功率追蹤系統 A Photovoltaic Maximum Power Point Tracking System based on the Simulated Annealing Algorithm |
指導教授: |
連國龍
Kuo-Lung Lian |
口試委員: |
黃仲欽
Jonq-Chin Hwang 郭明哲 Ming-Tse Kuo |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 電機工程系 Department of Electrical Engineering |
論文出版年: | 2015 |
畢業學年度: | 103 |
語文別: | 中文 |
論文頁數: | 63 |
中文關鍵詞: | 太陽能最大功率追蹤 、最佳化演算法 、模擬退火法 、改良型模擬退火法 |
外文關鍵詞: | Maximum Power Point Tracking (MPPT), Optimization Algorithm, Simulated Annealing (SA), Improve Simulated Annealing |
相關次數: | 點閱:493 下載:2 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
太陽能電池電壓與電流特性曲線會表現出非線性的關係,是由於日照與溫度的改變。當部分遮蔽情況發生,電壓與功率特性曲線上可能存在多峰的情形,此時若要輸出最大功率,最大功率追蹤系統的發展將不可缺少。
在本論文中,設計了一個最大功率追蹤系統的直流-直流升壓轉換器,其控制演算法是基於一種啟發式演算方法,也就是模擬退火法(SA)。雖然已有相關文獻將模擬退火法改編並應用於最大功率追蹤控制上,但其獲得全域最佳解所需的追蹤時間太長,因此本論文改進了現有的模擬退火法,大幅減少追蹤時間並維持模擬退火法原本所擁有的最大功率追蹤效率。
Photovoltaic cells exhibit nonlinear V-I characteristic curve, which vary with insolation and temperature. When partial shading occurs, there may exist multiple maximum points in the P-V characteristic. To extract the maximum power, the development of a maximum power point tracking (MPPT) system is necessary.
In this thesis, we design an MPPT system with a DC-DC converter whose MPPT control algorithm is based on a meta-heuristic method, known as simulated annealing (SA). Although SA has been adapted for MPPT control in the literature, their tracking times to obtain the global maximum point are excessively long. This thesis essentially improves the existing SA methods to drastically reduce the tracking time without compromising the MPPT efficiency.
[1] E. Koutroulis, K. Kalaitzakis, N.C. Voulgaris, "Development of a microcontroller-based, photovoltaic maximum power point tracking control system," IEEE Transactions on Power Electronics, vol.16, no.1, pp.46,54, Jan 2001
[2] J.A.B. Vieira, A.M. Mota, "Maximum power point tracker applied in batteries charging with PV panels," Industrial Electronics, Symposium on IEEE International, vol., no., pp.202,207, July 2008
[3] C. Hang, D. Zhao, J. Wamg, and G. Chen, "A modified MPPT method with variable perturbation step for photovoltaic system," Power Electronics and Motion Control Conference,IEEE 6th International, vol., no., pp.2096,2099, May 2009
[4] C. Hang, D. Zhao, J. Wamg, and G. Chen, “A modified MPPT method with variable perturbation step for photovoltaic system,” IEEE Conference, IPEMC '09., pp. 2096-2099, 2009.
[5] S.M. Cheikh, C. Larbes, T. Obeidi and A. Zerguerras, "Genetic algorithms optimized fuzzy logic control for the maximum power point tracking in photovoltaic system," Renewable Energy journal, vol 34, issue 10, pages 2093–2100, October 2009
[6] K. Sundareswaran, S. Peddapati, and S. Palani, "MPPT of PV Systems Under Partial Shaded Conditions Through a Colony of Flashing Fireflies," IEEE Transactions on Energy Conversion, vol. 29, no. 2, June 2014
[7] M. Miyatake, M. Veerachary, F. Toriumi, N. Fujii, H. Ko, "Maximum Power Point Tracking of Multiple Photovoltaic Arrays: A PSO Approach," IEEE Transactions on Aerospace and Electronic Systems, vol.47, no.1, pp.367,380, January 2011
[8] A. Azam,S. Abdullah, "Microcontroller based Maximum Power Tracking of PV using Stimulated Annealing Algorithm," IEEE International Conference, vol., no., pp.298-303, May 2012
[9] http://en.wikipedia.org/wiki/Solar_cell
[10] 陳逸軒,"以多粒子擾動觀察法克服遮蔽問題之太陽能最大功率追蹤演算法",碩士論文,國立台灣科技大學,民國103年
[11] S. Kirkpatrick, C.D .Gelatt Jr, M.P. Vecchi, "Optimization by Simulated Annealing," Science, New Series, vol. 220, no. 4598, pp. 671-680, May 1983
[12] http://zh.wikipedia.org/ wiki/Simulated_annealing
[13] 蘇鴻潤,"模擬退火法之參數選擇",碩士論文,國立台灣技術學院機械工程技術研究所,民國86年
[14] http://powersimtech.com/products/psim/
[15] Chroma Datasheet of 62150H-1000S, Chroma, Available at: http://www.chroma.com.tw/product/detail.aspx?id=2437
[16] 振芫禎,"太陽能最大功率追蹤器之研究",碩士論文,私立大同大學,民國97年