| 研究生: |
鄭嘉豪 Chia-Hao Cheng |
|---|---|
| 論文名稱: |
太陽能電池轉換效率與環境參數之相關性探討 |
| 指導教授: |
韋安琪
An-Chi Wei |
| 口試委員: | |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 能源工程研究所 Graduate Institute of Energy Engineering |
| 論文出版年: | 2022 |
| 畢業學年度: | 110 |
| 語文別: | 中文 |
| 論文頁數: | 98 |
| 中文關鍵詞: | 輻照度 、環境溫度 、相對濕度 、光電轉換效率 、皮爾森相關係數分析 、最小平方法 |
| 外文關鍵詞: | Irradiance, Ambient temperature, Relative humidity, Photoelectric conversion efficiency, Pearson correlation coefficient analysis, Least squares method |
| 相關次數: | 點閱:16 下載:0 |
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近年來,因人類為求科技革新及經濟發展,對化石燃料過度開採、導致溫室
氣體大量排放,而造成現今全球暖化的現象,因此發展再生能源成為備受矚目的焦點。太陽能是再生能源中最重要之一項,而影響太陽能電池之光電轉換效率除了太陽能電池材料和電氣參數之外,還有幾個外在的因素需考慮,如:環境溫度、相對濕度等環境參數,皆會影響太陽能電池的性能。
本研究設計不同的環境條件之室內量測場域及室外量測場域,分別以長時
間紀錄環境參數變化及量測太陽能電池在不同環境下之光電轉換效率,並透過皮爾森相關係數分析及高斯最小平方法等來觀察輻照度、環境溫度及相對濕度與光電轉換效率之相關性,亦同時比較室外量測與室內量測結果。
從實驗結果得知,太陽能板置於室外時光電轉換效率變化受輻照度影響最為
顯著,此外如晴朗無風情況下,光電轉換效率受環境溫度增加而有顯著降低。相對濕度則須考慮絕對溼度,當絕對溼度上升時,光電轉換效率卻明顯下降。綜上可得知:絕對溼度與光電轉換效率成高度負相關,這也使得相對濕度與光電轉換效率成高度負相關。
In addition to the material and electrical parameters of the solar cell, there are several external factors that affect the photoelectric conversion efficiency of the solar cell. For example, ambient temperature and relative humidity,which are environmental factors, also affect the performance of the solar cell.
In this study, an outdoor measurement region and an indoor measurement region under different environmental conditions were designed to record the changes of environmental parameters and to measure the photoelectric conversion efficiency of solar cells in different environmental conditions. Then use Pearson correlation coefficient and Gaussian least squares method to observe the correlation between irradiance, ambient temperature and relative humidity and photoelectric conversion efficiency. The outdoor measurement results and indoor measurement results are also compared.
From the experimental results, it is known that the photoelectric conversion efficiency is significantly affected by the irradiance when the solar panel is placed
outdoors. In addition, the photoelectric conversion efficiency is significantly reduced by the increase of the ambient temperature in the case of sunny day without wind. The relative humidity relates to the absolute humidity. When the absolute humidity increase,the photoelectric conversion efficiency decrease significantly. Therefore, it can be seen
that absolute humidity is strong negatively correlated with the photoelectric conversion.
efficiency, which also makes the photoelectric conversion efficiency strong negatively
correlated with relative humidity
[1] A. Midilli, et al, “Green energy strategies for sustainable development”, Energy
Policy, 34, 3623–3633, 2006.
[2] H. H. Chen and A. H. I. Lee, “Comprehensive overview of renewable energy
development in Taiwan”, Renewable and Sustainable Energy Reviews, 37,
215–228, 2014.
[3] L. H. Chen and C. T. Chang, “Comparative analysis of MCDM methods for
ranking renewable energy sources in Taiwan”, Renewable and Sustainable
Energy Reviews, 92, 883–896, 2018.
[4] C. N. Wang, et al, “A Two-Stage Multiple Criteria Decision Making for Site
Selection of Solar Photovoltaic (PV) Power Plant: A Case Study in Taiwan”,
IEEE Access, 9, 75509-75525, 2021.
[5] S. O. Onyegegbu, “Performance of photovoltaic cells in an equatorial climate”,
Solar & wind technology , 6, 275-281, 1989.
[6] K. Nabil, et al, “Performance degradation analysis of crystalline silicon solar
cells in desert climates”, Energy for Sustainable Development, 65, 189-193, 2021.
[7] M. Younes, et al, “Silicon solar cells performance in Algerian desert”,
International Renewable Energy Congress (IREC). IEEE, 1-4, Hammamet,
Tunisia, 2020.
[8] M. N. Islam, et al, “The effect of irradiation on different parameters of
monocrystalline photovoltaic solar cell”, International Conference on the
Developments in Renewable Energy Technology (ICDRET).IEEE, 1-6, Dhaka,
Bangladesh, 2014.
[9] V. J. Fesharaki, et al, “The effect of temperature on photovoltaic cell efficiency”,
Emerging Trends in Energy Conservation-ETEC, 20-21, Tehran, Iran, 2011.
[10] R. G. Ross and M. I. Smokler, “Electricity from photovoltaic solar cells: FlatPlate Solar Array Project final report. Volume VI: Engineering sciences and
reliability”, Engineering sciences and reliability, 86-31, 1986.
[11] Y. Du, et al, “Evaluation of photovoltaic panel temperature in realistic scenarios”,
Energy Conversion and Management, 108, 60-67, 2016.
[12] D. A. Desappan, et al, “Performance evaluation of photovoltaic system in humid
atmosphere”, Applied Mechanics and Materials, 787, 57-61, 2015.
[13] S. Mekhilef, et al, “Effect of dust, humidity and air velocity on efficiency of
photovoltaic cells”, Renewable and Sustainable Energy Reviews, 16, 2920-2925,
2012.
[14] on line resources︰Best Research-Cell Efficiency Chart.
取自:https://www.nrel.gov/pv/cell-efficiency.html
[15] on line resources︰Basic structure of solar cells.
取自:https://docplayer.fr/85121656-Memoire-magister-par-sujet.html
[16] H. K. Raut, et al, “Anti-reflective coatings: A critical, in-depth review”, Energy
& Environmental Science, 4, 3779-3804, 2011.
[17] Chetan Singh Solanki, Solar Photovoltaics, 2nd edition, PHI Learning, New
Delhi, 2011.
[18] on line resources︰PV electronic book.
取自:https://www.pveducation.org/
[19] M. J. Kerr, et al, “Lifetime and efficiency limits of crystalline silicon solar cells”
Twenty-Ninth IEEE Photovoltaic Specialists Conference, 438-441, New Orleans,
LA, USA, 2002.
[20] A. D. Dhass, et al, “Influence of shunt resistance on the performance of solar
photovoltaic cell”, International conference on emerging trends in electrical
engineering and energy management (ICETEEEM). IEEE, 382-386, Chennai, India, 2012.
[21] M. Dadu, et al, “Effect of operating current dependent series resistance on the fill
factor of a solar cell”, Solar Energy Materials and Solar Cells, 71, 213-218, 2002.
[22] T. J. McMahon, et al, “Cell shunt resistance and photovoltaic module
performance”, Twenty Fifth IEEE Photovoltaic Specialists Conference, 1291-
1294, Washington, DC, USA 1996.
[23] M. A. Green, “General temperature dependence of solar cell performance and
implications for device modelling”, Progress in Photovoltaics: Research and
Applications, 11, 333-340, 2003.
[24] M. Mirzaei and M. Z. Mohiabadi, “A comparative analysis of long-term field test
of monocrystalline and polycrystalline PV power generation in semi-arid climate
conditions”, Energy for Sustainable Development, 38, 93-101, 2017.
[25] Kaufui Vincent Wong, Thermodynamics for Engineers, 2nd edition, CRC Press,
Boca Raton, 2011.
[26] Dieter Rasch, Applied Statistics: Theory and Problem Solutions with R, John
Wiley & Sons, Hoboken, 2019.
[27] K. H. Zou, et al, “Correlation and simple linear regression”, Radiology, 227, 617-
628, 2003.
[28] H. L. Seal, “Studies in the History of Probability and Statistics. XV The historical
development of the Gauss linear model”, Biometrika, 54, 1-24, 1967.
[29] on line resources︰Solar Tracker angle definition.
取自:http://www.green-source.com.tw/cn/datracker
[30] E. Kasuya, “On the use of r and r squared in correlation and regression”, John
Wiley & Sons, Inc, 34, 235-236, 2019
[31] on line resources︰Psychrometric Chart.
取自:https://knowledge.autodesk.com/support/revit/getting-
started/caas/simplecontent/content/psychrometric-charts-part-1.html
[32] A. Sohani, et al, “Impact of absolute and relative humidity on the performance of
mono and poly crystalline silicon photovoltaics; applying artificial neural
network”, Journal of Cleaner Production, 276, 2020.