|
|
Research on the Aging Properties of Single-Walled Carbon Nanotubes Transparent Conductive Thin Films Suitable for Electrostatic Dust Removal of Photovoltaic Panels |
Liu Yunpeng1, Li Haoyi1, Li Le1, Yin Xiaoxuan1, Wu Xinyue1, Zhou Songsong2 |
1. Hebei Key Laboratory of Green and Efficient New Electrical Materials and Equipment North China Electric Power University Baoding 071003 China; 2. China Electric Power Research Institute Beijing 100192 China |
|
|
Abstract In recent years, the use of transparent conductive film as the photovoltaic (PV) panel surface materials, while the high-voltage electrodes placed above the PV panel, which makes the dust particles charged and jump from the surface of the PV panel under the action of electrostatic force, to realize the PV panels to effectively remove the dust of the new electrostatic dust removal method has gradually become a hotspot in the research. Based on the application requirements of electrostatic dust removal of PV panels, single-walled carbon nanotubes (SWCNTs) transparent conductive films are prepared, and aging experiments of SWCNTs transparent conductive films are carried out on the experimental platforms of photoaging, salt-fog aging, high temperature aging, and high-low temperature aging for 2 000 h. The research results indicate that the types of aging that have the most significant effect on the transmittance and haze of the SWCNTs transparent conductive films are photoaging and salt-fog aging, respectively, with the transmittance of the films decreasing to 90.39% and the haze increasing to 4.98% after 2 000 h aging. The effect of high temperature aging and high-low temperature aging on the sheet resistance of the film is small, and the sheet resistance of the film after aging is 8.418×104 Ω/□ and 8.633×104 Ω/□, respectively, whereas the sheet resistance of the film due to photoaging and salt-fog aging rise to 4.753×105 Ω/□ and 9.337×105 Ω/□, respectively. In addition, both the water contact angle and the glycol contact angle of the SWCNTs transparent conductive films increase with increasing aging time. The structure and morphology of the SWCNTs transparent conductive films don’t change significantly during photoaging, high temperature aging, and high-low temperature aging, whereas salt-fog aging causes multi-area and large-area film detachment. From the application effect of aging film in electrostatic dust removal of PV panels, the rise of sheet resistance doesn’t significantly affect the dust removal effect, but the film detachment causes a significant decrease in the dust removal rate. Compared to the electrostatic dust removal rate of 98.35% before aging, the electrostatic dust removal rate after photoaging, high temperature aging, and high-low temperature aging slightly decrease, reaching 97.52%, 97.71%, and 97.63%, respectively. However, the electrostatic dust removal rate significantly decreases to 81.76% after salt-fog aging. The change of quality factor of SWCNTs transparent conductive films with aging time has obvious time series characteristics, and the autoregressive integrated moving average (ARIMA) model can be used to predict the quality factor of SWCNTs transparent conductive films in different scenarios and the application life. According to experimental and predictive results, the longest service life of SWCNTs transparent conductive films under the conditions of photoaging, salt-fog aging, high temperature aging, and high-low temperature aging described in this article are 2 300 h, 1 000 h, 2 900 h, and 3 000 h, respectively. The SWCNTs transparent conductive films prepared in this paper are characterized by high resistance and high transmittance, as well as excellent resistance to photoaging, high temperature aging, and high-low temperature aging, and are expected to be further applied in devices such as displays, sensors, touch screens, and light-emitting diodes.
|
Received: 26 January 2024
|
|
|
|
|
[1] Qiu Tianzhi, Wang Lunche, Lu Yunbo, et al.Potential assessment of photovoltaic power generation in China[J]. Renewable and Sustainable Energy Reviews, 2022, 154: 111900. [2] 李俊涛, 贾科, 董学正, 等. 网侧故障下光伏直流并网系统不平衡功率快速平抑方法[J]. 电工技术学报, 2024, 39(5): 1340-1351. Li Juntao, Jia Ke, Dong Xuezheng, et al.A fast method for suppressing unbalanced power in photovoltaic DC grid-connected system under grid-side faults[J]. Transactions of China Electrotechnical Society, 2024, 39(5): 1340-1351. [3] 李建林, 梁策, 张则栋, 等. 新型电力系统下储能政策及商业模式分析[J]. 高压电器, 2023, 59(7): 104-116. Li Jianlin, Liang Ce, Zhang Zedong, et al.Analysis of energy storage policies and business models in new power system[J]. High Voltage Apparatus, 2023, 59(7): 104-116. [4] 王小宇, 刘波, 孙凯, 等. 光伏阵列故障诊断技术综述[J]. 电工技术学报, 2024, 39(20): 6526-6543. Wang Xiaoyu, Liu Bo, Sun Kai, et al.A review of photovoltaic array fault diagnosis technology[J]. Transactions of China Electrotechnical Society, 2024, 39(20): 6526-6543. [5] Xia Longyu, Wei Gaosheng, Wang Gang, et al.Research on combined solar fiber lighting and photovoltaic power generation system based on the spectral splitting technology[J]. Applied Energy, 2023, 333: 120616. [6] Gorjian S, Zadeh B N, Eltrop L, et al.Solar photovoltaic power generation in Iran: development, policies, and barriers[J]. Renewable and Sustainable Energy Reviews, 2019, 106: 110-123. [7] Khalid H M, Rafique Z, Muyeen S M, et al.Dust accumulation and aggregation on PV panels: an integrated survey on impacts, mathematical models, cleaning mechanisms, and possible sustainable solution[J]. Solar Energy, 2023, 251: 261-285. [8] Liu Xueqing, Yue Song, Lu Luyi, et al.Investigation of the dust scaling behaviour on solar photovoltaic panels[J]. Journal of Cleaner Production, 2021, 295: 126391. [9] Chen Jinxin, Pan Guobing, Ouyang Jing, et al.Study on impacts of dust accumulation and rainfall on PV power reduction in East China[J]. Energy, 2020, 194: 116915. [10] Dida M, Boughali S, Bechki D, et al.Output power loss of crystalline silicon photovoltaic modules due to dust accumulation in Saharan environment[J]. Renewable and Sustainable Energy Reviews, 2020, 124: 109787. [11] Kawamoto H.Improved detachable electrodynamic cleaning system for dust removal from soiled photovoltaic panels[J]. Journal of Electrostatics, 2020, 107: 103481. [12] Fan Siyuan, Liang Wenshuo, Wang Gong, et al.A novel water-free cleaning robot for dust removal from distributed photovoltaic (PV) in water-scarce areas[J]. Solar Energy, 2022, 241: 553-563. [13] 李庆民, 于万水, 赵继尧. 支撑“双碳”目标的风光发电装备安全运行关键技术[J]. 高电压技术, 2021, 47(9): 3047-3060. Li Qingmin, Yu Wanshui, Zhao Jiyao.Key technologies for the safe operation of wind and solar power generation equipment in support of the “peak CO2 emissions and carbon neutrality” policy[J]. High Voltage Engineering, 2021, 47(9): 3047-3060. [14] 赵波, 廖坤, 邓春宇, 等. 基于卷积神经学习的光伏板积灰状态识别与分析[J]. 中国电机工程学报, 2019, 39(23): 6981-6989, 7111. Zhao Bo, Liao Kun, Deng Chunyu, et al.Image convolutional neural learning based image recognition and analysis method for dust on photovoltaic panel[J]. Proceedings of the CSEE, 2019, 39(23): 6981-6989, 7111. [15] Panat S, Varanasi K K. Electrostatic dust removal using adsorbed moisture-assisted charge induction for sustainable operation of solar panels[J]. Science Advances, 2022, 8(10): eabm0078. [16] Liu Yunpeng, Li Haoyi, Li Le, et al.A new electrostatic dust removal method using carbon nanotubes transparent conductive film for sustainable operation of solar photovoltaic panels[J]. Energy Conversion and Management, 2024, 300: 117923. [17] Liu Yunpeng, Li Haoyi, Li Le, et al.Preparation and photoaging resistance of single-walled carbon nanotubes transparent conductive thin films for electrostatic dust removal of photovoltaic panels[J]. Materials Today Communications, 2023, 37: 107512. [18] 张文琦, 范晓舟, 李宇轩, 等. 基于分子动力学的芳纶/功能化碳纳米管复合材料体系热力学性能模拟[J]. 电工技术学报, 2024, 39(5): 1510-1523. Zhang Wenqi, Fan Xiaozhou, Li Yuxuan, et al.Simulation of thermodynamic properties of aramid/ functionalized carbon nanotubes composites based on molecular dynamics[J]. Transactions of China Electrotechnical Society, 2024, 39(5): 1510-1523. [19] 刘贺晨, 董鹏, 周松松, 等. 不同分子量聚醚胺共混对环氧复合泡沫绝缘材料热性能及电气性能的影响分析[J]. 电工技术学报, 2023, 38(10): 2589-2601. Liu Hechen, Dong Peng, Zhou Songsong, et al.Analysis of the effect of blending different molecular weight polyetheramines on the thermal and electrical properties of epoxy composite foam insulation materials[J]. Transactions of China Electrotechnical Society, 2023, 38(10): 2589-2601. [20] Han Tao, Nag A, Chandra Mukhopadhyay S, et al.Carbon nanotubes and its gas-sensing applications: a review[J]. Sensors and Actuators A: Physical, 2019, 291: 107-143. [21] Wang Lei, Wen Bo, Bai Xiaoyu, et al.NiCo alloy/carbon nanorods decorated with carbon nanotubes for microwave absorption[J]. ACS Applied Nano Materials, 2019, 2(12): 7827-7838. [22] Ma Wanli, Zhu Yuting, Cai Ning, et al.Preparation of carbon nanotubes by catalytic pyrolysis of dechlorinated PVC[J]. Waste Management, 2023, 169: 62-69. [23] 储娜, 骆春佳, 晁敏, 等. 多功能MXene-CCNT/聚酰亚胺电磁屏蔽薄膜的制备与性能[J]. 复合材料学报, 2024, 41(8): 4146-4159. Chu Na, Luo Chunjia, Chao Min, et al.Preparation and properties of multifunctional MXene-CCNT/polyimide electromagnetic shielding films[J]. Acta Materiae Compositae Sinica, 2024, 41(8): 4146-4159. [24] 田萃钰, 陆赵情, 宁逗逗, 等. 多壁碳纳米管-细菌纤维素复合薄膜的制备及其力学性能[J]. 复合材料学报, 2023, 40(2): 1096-1104. Tian Cuiyu, Lu Zhaoqing, Ning Doudou, et al.Preparation and mechanical properties of multi-walled carbon nanotubes-bacterial cellulose composite films[J]. Acta Materiae Compositae Sinica, 2023, 40(2): 1096-1104. [25] Liao Yongping, Dong Haohao, Zhang Qiang, et al.Aerosol synthesis of single-walled carbon nanotubes by tuning feeding flow configuration for transparent conducting films[J]. Diamond and Related Materials, 2021, 120: 108716. [26] Zhang Qiang, Wei Nan, Laiho P, et al.Recent developments in single-walled carbon nanotube thin films fabricated by dry floating catalyst chemical vapor deposition[J]. Topics in Current Chemistry, 2017, 375(6): 90. [27] Zhang Zhao, Dong Haohao, Liao Yongping, et al.Dry-transferred single-walled carbon nanotube thin films for flexible and transparent heaters[J]. Surfaces and Interfaces, 2022, 31: 101992. [28] Dan B, Irvin G C, Pasquali M.Continuous and scalable fabrication of transparent conducting carbon nanotube films[J]. ACS Nano, 2009, 3(4): 835-843. [29] Geng Hongzhang, Lee D S, Kim K K, et al. Effect of carbon nanotube types in fabricating flexible transparent conducting films[J]. Journal of the Korean Physical Society, 2008, 53(9(2)): 979-985. [30] Park J, Shrestha S, Parajuli S, et al.Fully roll-to-roll gravure printed 4-bit code generator based on p-type SWCNT thin-film transistors[J]. Flexible and Printed Electronics, 2021, 6(4): 044005. [31] Rashko M N, Hamad A H, Othman M S.Impacts of doping cadmium atoms on the mechanical properties of (n, 0) zigzag SWCNTs: DFT approach[J]. Diamond and Related Materials, 2023, 133: 109681. [32] Goetzberger A, Hoffmann V U.Photovoltaic Solar Energy Generation[M]. Berlin: Springer, 2005. [33] Kreith F, Goswami D Y.Handbook of Energy Efficiency and Renewable Energy[M]. Boca Raton: CRC Press, 2007. [34] Smolyanitsky A, Tewary V K.Simulation of lattice strain due to a CNT-metal interface[J]. Nano-technology, 2011, 22(8): 085703. [35] Rossouw D, Bugnet M, Botton G A.Structural and electronic distortions in individual carbon nanotubes under laser irradiation in the electron microscope[J]. Physical Review B, 2013, 87(12): 125403. [36] 汤迎文. Ni-W-P-碳纳米管复合镀层的制备及组织与性能研究[D]. 青岛: 中国石油大学(华东), 2014. Tang Yingwen.Preparation, structures and properties of Ni-W-P-CNTs composite coatings by electroplating [D]. Qingdao: China University of Petroleum (East China), 2014. [37] Asmatulu R, Mahmud G A, Hille C, et al.Effects of UV degradation on surface hydrophobicity, crack, and thickness of MWCNT-based nanocomposite coatings[J]. Progress in Organic Coatings, 2011, 72(3): 553-561. [38] 田玉, 黄高尚, 黄淼铭, 等. 耐紫外聚氨酯研究进展[J]. 工程塑料应用, 2022, 50(7): 175-180. Tian Yu, Huang Gaoshang, Huang Miaoming, et al.Research progress of UV resistant polyurethane[J]. Engineering Plastics Application, 2022, 50(7): 175-180. [39] Wang Yanzhi, Sun Zonghui, Tian Jifeng, et al.Influence of environment on ageing behaviour of the polyurethane film[J]. Materials Science, 2016, 22(2): 290-294. [40] Krauklis A E, Echtermeyer A T.Mechanism of yellowing: carbonyl formation during hygrothermal aging in a common amine epoxy[J]. Polymers, 2018, 10(9): 1017. [41] Haacke G.New figure of merit for transparent conductors[J]. Journal of Applied Physics, 1976, 47(9): 4086-4089. [42] Costa P, Ribeiro S, Botelho G, et al.Effect of butadiene/styrene ratio, block structure and carbon nanotube content on the mechanical and electrical properties of thermoplastic elastomers after UV ageing[J]. Polymer Testing, 2015, 42: 225-233. [43] Li Songsong, Deng Yunjiao, Fu Zhongyu, et al.Hydroxyl-terminated polybutadiene based waterborne polyurethane acrylate emulsions: synthesis, characterization, and damping property[J]. Journal of Applied Polymer Science, 2021, 138(17): e50300. [44] 董冰冰, 郭志远. 气体间隙开关喷射等离子体触发性能劣化及剩余触发寿命预测研究[J]. 电工技术学报, 2024, 39(5): 1497-1509. Dong Bingbing, Guo Zhiyuan.Study on triggering performance degradation and remaining trigger life prediction of gas gap switch jet plasma[J]. Transactions of China Electrotechnical Society, 2024, 39(5): 1497-1509. [45] Lee Y S, Tong L I.Forecasting time series using a methodology based on autoregressive integrated moving average and genetic programming[J]. Knowledge-Based Systems, 2011, 24(1): 66-72. |
|
|
|