董梓童. 今年全球光伏装机将超越煤电[N]. 中国能源报, 2025-01-13(005).

GOUDELIS G, LAZARIDIS P I, DHIMISH M.A review of models for photovoltaic crack and hotspot prediction[J]. Energies, 2022, 15(12): 4303.

金胜利, 郭振兴, 干建丽, 等. 光伏电站组件清洁技术研究综述[J]. 能源工程, 2023, 43(5): 1-11.

FAN S Y, LIANG W S, WANG G, 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.

ZEREG K, GAMA A, AKSAS M, et al.Dust impact on concentrated solar power: a review[J]. Environmental engineering research, 2022, 27(6).

ZHAO N, YAN S Y, ZHANG N, et al.Impacts of seasonal dust accumulation on a point-focused Fresnel high-concentration photovoltaic/thermal system[J]. Renewable energy, 2022, 191: 732-746.

JAHANDARI A.Microplastics in the urban atmosphere: sources, occurrences, distribution, and potential health implications[J]. Journal of hazardous materials advances, 2023, 12: 100346.

ALI SADAT S, FARAJI J, NAZIFIFARD M, et al.The experimental analysis of dust deposition effect on solar photovoltaic panels in Iran’s desert environment[J]. Sustainable energy technologies and assessments, 2021, 47: 101542.

RAVICHANDRAN N, RAVICHANDRAN N, PANNEERSELVAM B.Comparative assessment of offshore floating photovoltaic systems using thin film modules for Maldives islands[J]. Sustainable energy technologies and assessments, 2022, 53: 102490.

KAZEM H A, CHAICHAN M T, AL-WAELI A H A, et al. Effect of dust and cleaning methods on mono and polycrystalline solar photovoltaic performance: an indoor experimental study[J]. Solar energy, 2022, 236: 626-643.

SHAIK S, VIGNESHWARAN P, ROY A, et al.Experimental analysis on the impacts of soil deposition and bird droppings on the thermal performance of photovoltaic panels[J]. Case studies in thermal engineering, 2023, 48: 103128.

ALAZBE K, ROY H A, ALREMEITHI A, et al.Insight into dust soiling characteristics and cleaning solutions to investigate impact on PV systems performance across the globe[J]. Progress in energy, 2024, 6(1): 012004.

BORAH P, MICHELI L, SARMAH N.Analysis of soiling loss in photovoltaic modules: a review of the impact of atmospheric parameters, soil properties, and mitigation approaches[J]. Sustainability, 2023, 15(24): 16669.

HE B H, LU H, ZHENG C X, et al.Characteristics and cleaning methods of dust deposition on solar photovoltaic modules-a review[J]. Energy, 2023, 263: 126083.

LIU X Q, YUE S, LU L Y, et al.Investigation of the dust scaling behaviour on solar photovoltaic panels[J]. Journal of cleaner production, 2021, 295: 126391.

DEHSHIRI S S H, FIROOZABADI B. Dust cycle, soiling effect and optimum cleaning schedule for PV modules in Iran: a long-term multi-criteria analysis[J]. Energy conversion and management, 2023, 286: 117084.

DAHLIOUI D, LAARABI B, BARHDADI A.Review on dew water effect on soiling of solar panels: towards its enhancement or mitigation[J]. Sustainable energy technologies and assessments, 2022, 49: 101774.

YANG H D, WANG H.Experimental study of particle deposition on a solar photovoltaic panel based on the response surface method[J]. Environmental science and pollution research, 2023, 30(29): 73974-73988.

VLASWINKEL B, ROOS P, NELISSEN M.Environmental observations at the first offshore solar farm in the north sea[J]. Sustainability, 2023, 15(8): 6533.

SAID S A M, WALWIL H M. Fundamental studies on dust fouling effects on PV module performance[J]. Solar energy, 2014, 107: 328-337.

CHEN J X, PAN G B, OUYANG J, et al.Study on impacts of dust accumulation and rainfall on PV power reduction in East China[J]. Energy, 2020, 194: 116915.

YAZDANI H, YAGHOUBI M.Dust deposition effect on photovoltaic modules performance and optimization of cleaning period: a combined experimental-numerical study[J]. Sustainable energy technologies and assessments, 2022, 51: 101946.

SENGUPTA S, SENGUPTA S, SAHA H.Comprehensive modeling of dust accumulation on PV modules through dry deposition processes[J]. IEEE journal of photovoltaics, 2020, 10(4): 1148-1157.

YUAN W Z, LIAO Z X, HE K, et al.Mechanism of photovoltaic module soiling in the presence of dew[J]. Solar energy materials and solar cells, 2022, 248: 111962.

ISAIFAN R J, JOHNSON D, ACKERMANN L, et al.Evaluation of the adhesion forces between dust particles and photovoltaic module surfaces[J]. Solar energy materials and solar cells, 2019, 191: 413-421.

姚磊, 付豪, 马科飞, 等. 高速公路边坡光伏组件表面灰尘粘附性能研究[J]. 太阳能学报, 2024, 45(4): 460-467.

赵晓东. 凝露条件下光伏面板表面积灰团聚试验及机理研究[D]. 武汉: 华中科技大学, 2022.

LIU X Q, YUE S, ZHAO X D, et al.Influence mechanism of liquid bridge evaporation on the dynamic behaviour of dust particles on solar photovoltaic panels[J]. Science of the total environment, 2022, 817: 153014.

ABDUL WAHHAB H A, FAYAD M A, MAHDI L A, et al. Experimental and numerical analyses of water droplet condensation on photovoltaic surfaces under clean and dusty conditions[J]. Case studies in thermal engineering, 2024, 60: 104608.

LI X C, WANG J, SU G Q.Electrostatic force of dust deposition originating from contact between particles and photovoltaic glass[J]. Chinese physics B, 2021, 30(10): 104101.

SHIRAKAWA M A, ZILLES R, MOCELIN A, et al.Microbial colonization affects the efficiency of photovoltaic panels in a tropical environment[J]. Journal of environmental management, 2015, 157: 160-167.

TANNER K, MOLINA-MENOR E, LATORRE-PÉREZ A, et al. Extremophilic microbial communities on photovoltaic panel surfaces: a two-year study[J]. Microbial biotechnology, 2020, 13(6): 1819-1830.

ZHAO W P, LV Y K, ZHOU Q W, et al.Investigation on particle deposition criterion and dust accumulation impact on solar PV module performance[J]. Energy, 2021, 233: 121240.

PENG H T, LU H, CHANG X Q, et al.3D CFD modelling of dust deposition characteristics and influences on building-mounted photovoltaic system[J]. Case studies in thermal engineering, 2022, 35: 102138.

LU H, LU L, WANG Y H.Numerical investigation of dust pollution on a solar photovoltaic (PV) system mounted on an isolated building[J]. Applied energy, 2016, 180: 27-36.

LU H, ZHANG L Z.Numerical study of dry deposition of monodisperse and polydisperse dust on building-mounted solar photovoltaic panels with different roof inclinations[J]. Solar energy, 2018, 176: 535-544.

KAZMERSKI L L, DINIZ A S A C, MAIA C B, et al. Fundamental studies of adhesion of dust to PV module surfaces: chemical and physical relationships at the microscale[J]. IEEE journal of photovoltaics, 2016, 6(3): 719-729.

YAO W X, XU A, KONG X R, et al.Analysis of dust deposition law at the micro level and its impact on the annual performance of photovoltaic modules[J]. Energy, 2024, 306: 132448.

DAGHER M M, KANDIL H A.Computational prediction of dust deposition on solar panels[J]. Environmental science and pollution research, 2023, 30(5): 12545-12557.

ZHANG J, LI J, YOU J W.Research on influencing factors of cost control of centralized photovoltaic power generation project based on DEMATEL-ISM[J]. Sustainability, 2024, 16(13): 5289.

ZHENG H M, ZHANG Z Y, FAN Z Y, et al.Numerical investigation on the distribution characteristics of dust deposition on solar photovoltaic modules[J]. Journal of renewable and sustainable energy, 2023, 15(1): 013701.

FAN S Y, WANG X, CAO S X, et al.A novel model to determine the relationship between dust concentration and energy conversion efficiency of photovoltaic (PV) panels[J]. Energy, 2022, 252: 123927.

HU S, WU Z R, LI S S, et al.Research on dust deposition of PV modules based on three-dimensional numerical simulation and its application in installation parameter optimization[J]. Journal of cleaner production, 2023, 423: 138743.

KAISS E A, HASSAN N M.Optimizing the cleaning frequency of solar photovoltaic (PV) systems using numerical analysis and empirical models[J]. Renewable energy, 2024, 228: 120691.

GUPTA V, SHARMA M, PACHAURI R K, et al.Comprehensive review on effect of dust on solar photovoltaic system and mitigation techniques[J]. Solar energy, 2019, 191: 596-622.

CHANCHANGI Y N, GHOSH A, SUNDARAM S, et al.An analytical indoor experimental study on the effect of soiling on PV, focusing on dust properties and PV surface material[J]. Solar energy, 2020, 203: 46-68.

MOHARRAM K A, ABD-ELHADY M S, KANDIL H A, et al. Influence of cleaning using water and surfactants on the performance of photovoltaic panels[J]. Energy conversion and management, 2013, 68: 266-272.

ABASS K I, RADHI A A, MAHDY A M J. Using water and surfactants in cleaning PV modules effect on its yield[J]. International journal of trend in research and development, 2020, 7: 2394-9333.

LIU Y P, LI H Y, LI L, et al.Solar photovoltaic panel soiling accumulation and removal methods: a review[J]. IET renewable power generation, 2024, 18(16): 4097-4118.

黄澜, 胡素萍, 夏永添. 山地光伏电站太阳能板的清洁措施分析[J]. 电子技术, 2023, 52(3): 224-225.

高扬. 光伏组件清洁方法浅谈[J]. 太阳能, 2013(9): 63-64.

董伯先. 浅析光伏电站清洁机器人的应用现状[J]. 太阳能, 2020(3): 46-50.

LI T, YANG D C, CHEN C, et al.A mobile robot design for efficient and large-scale solar panel cleaning[C]//2022 IEEE International Conference on Robotics and Biomimetics (ROBIO). Jinghong, China, 2022: 70-75.

梁欣. 浅析光伏组件清洁技术现状[J]. 清洗世界, 2023, 39(12): 76-78.

YANG J, ZHAO X L, GAO Y J, et al.Research on mechanism design and kinematic characteristics of self-propelled photovoltaic cleaning robot[J]. Applied sciences, 2023, 13(12): 6967.

CHALA G T, AL ALSHAIKH S M. Solar photovoltaic energy as a promising enhanced share of clean energy sources in the future: a comprehensive review[J]. Energies, 2023, 16(24): 7919.

TU Q, LIU Q Y, REN T, et al.Obstacle crossing and traction performance of active and passive screw pipeline robots[J]. Journal of mechanical science and technology, 2019, 33(5): 2417-2427.

HARDT M, MARTÍNEZ D, GONZÁLEZ A, et al. HECTOR: heliostat cleaning team-oriented robot[C]//Solar Paces. Granada, Spain, 2011: 20-23.

CHAILOET K, PENGWANG E.Assembly of modular robot for cleaning various length of solar panels[J]. IOP conference series: materials science and engineering, 2019, 639(1): 012014.

GHODKI M K, SWARUP A, PAL Y.A new IR and sprinkler based embedded controller directed robotic arm for automatic cleaning of solar panel[J]. Journal of engineering, design and technology, 2019, 18(4): 905-921.

ELTAYEB W, YEDUKONDALU G, Srinath A.Design and development of a cleaning robot for solar panels with sun tracking[J]. Journal of green engineering, 2020, 10(10): 9517-9532.

李佳乐, 向旭宏, 廖力达, 等. 一种无水干式太阳能板清洁机器人的设计[J]. 机械工程师, 2023(11): 61-63.

梁皓钦, 任晓洲, 石萌萌, 等. 光伏电站运维过程中的清洁技术分析[J]. 电工技术, 2023(12): 81-83.

MONDAL A K, BANSAL K.A brief history and future aspects in automatic cleaning systems for solar photovoltaic panels[J]. Advanced robotics, 2015, 29(8): 515-524.

钟勇, 李方舟, 邱煌乐, 等. 一种适合大面积清扫的光伏板清洁机器人设计[J]. 科技与创新, 2023(11): 129-131, 134.

芮宏斌, 曹伟, 朱玲仪, 等. 光伏阵列清洁机器人路径跟踪改进型自抗扰控制[J]. 动力学与控制学报, 2023, 21(9): 50-58.

张经炜, 杨姣, 高瑞光, 等. 盘刷式光伏清扫机器人结构与驱动设计研究[J]. 太阳能学报, 2024, 45(3): 565-570.

张久超. 自供能全天候清洁光伏发电站太阳能机器人的设计研究[D]. 天津: 天津理工大学, 2023.

FIGGIS B, BERMUDEZ V.PV coating abrasion by cleaning machines in desert environments-measurement techniques and test conditions[J]. Solar energy, 2021, 225: 252-258.

NEWKIRK J M, NAYSHEVSKY I, SINHA A, et al.Artificial linear brush abrasion of coatings for photovoltaic module first-surfaces[J]. Solar energy materials and solar cells, 2021, 219: 110757.

DECEGLIE M G, SILVERMAN T J, YOUNG E, et al.Field and accelerated aging of cracked solar cells[J]. IEEE journal of photovoltaics, 2023.

LUO C L, CHEN X Z, SU X X, et al.Experimental assessment of lamination processing method for liquid-based hybrid PV/T modules[J]. Solar energy materials and solar cells, 2024, 266: 112702.

TAMBOURA M, GOSTEVA E A.Overview of factors affecting dust deposition on photovoltaic cells and cleaning methods[J]. Smart grid and renewable energy, 2024, 15(1): 49-78.

HATIF S S, LATIF H K, ABDULSADDA A T.A review of automatic solar photovoltaic panels cleaning and cooling methods[C]//2nd International Conference on Engineering and Science to Aachieve the Sustainable Development Goals. Tabriz, Iran, 2024: 050013.

KAWAMOTO H, GUO B.Improvement of an electrostatic cleaning system for removal of dust from solar panels[J]. Journal of electrostatics, 2018, 91: 28-33.

ALTıNTAŞ M, ARSLAN S. The study of dust removal using electrostatic cleaning system for solar panels[J]. Sustainability, 2021, 13(16): 9454.

AL-AHMED A, INAMUDDIN, AL-SULAIMAN F A, et al. The effects of dust and heat on photovoltaic modules: impacts and solutions[M]. Cham: Springer International Publishing, 2022: 26-27.

PATEL S, VEERASAMY V S, ST JOHN J P, et al. A comprehensive review on dust removal using electrodynamic shield: mechanism, influencing factors, performance, and progress[J]. Renewable and sustainable energy reviews, 2023, 183: 113471.

BENDAOUDI Z, NAMOUNE A, KADOUS N, et al.An improved electrostatic cleaning system for dust removal from photovoltaic panels[J]. Journal of engineering science and technology review, 2024, 17(1): 109-115.

RUDNICKA M, KLUGMANN-RADZIEMSKA E.Cleaning methods for dust deposited on the front cover of photovoltaic module[J]. Ecologcal chemistry and engineering S, 2023, 30(4): 505-516.

GAO M R, LIN J J, LIU Z W.Research progress on improving photovoltaic conversion efficiency in lunar rovers[J]. Highlights in science, engineering and technology, 2023, 43: 61-73.

MAZUMDER M K, SHARMA R, BIRIS A S, et al.Self-cleaning transparent dust shields for protecting solar panels and other devices[J]. Particulate science and technology, 2007, 25(1): 5-20.

SALAMAH T, RAMAHI A, ALAMARA K, et al.Effect of dust and methods of cleaning on the performance of solar PV module for different climate regions: comprehensive review[J]. Science of the total environment, 2022, 827: 154050.

SYAFIQ A, BALAKRISHNAN V, ALI M S, et al.Application of transparent self-cleaning coating for photovoltaic panel: a review[J]. Current opinion in chemical engineering, 2022, 36: 100801.

WU P Y, XUE Z Z, YU T X, et al.Transparent self-cleaning coatings: a review[J]. Coatings, 2023, 13(7): 1270.

WANG P, YAN X L, ZENG J Y, et al.Anti-reflective superhydrophobic coatings with excellent durable and self-cleaning properties for solar cells[J]. Applied surface science, 2022, 602: 154408.

BU X Y, ZHANG H L, TAO F R, et al.A transparent superhydrophobic film with excellent self-cleaning and UV resistance for photovoltaic panels[J]. Progress in organic coatings, 2023, 183: 107790.

NDETO M P, NJOKA F, WEKESA D W, et al.Mechanisms and economics of a self-powered, automated, scalable solar PV surface cleaning system[J]. Renewable energy, 2024, 226: 120477.

LIU Z Y, ZHANG Y W, LI Y.Superhydrophobic coating for blade surface ice-phobic properties of wind turbines: a review[J]. Progress in organic coatings, 2024, 187: 108145.

张永伟. 纳米自清洁薄膜在光伏电站中的应用[J]. 太阳能, 2021(12): 43-50.

薛鹏飞, 张艳彬. 光伏纳米双成膜涂层自清洁材料研究[J]. 计量与测试技术, 2022, 49(4): 9-12.

VASILJEV P, BORODINAS S, BAREIKIS R, et al.Ultrasonic system for solar panel cleaning[J]. Sensors and actuators A: physical, 2013, 200: 74-78.

KAZEM H A, CHAICHAN M T, AL-WAELI A H A, et al. A review of dust accumulation and cleaning methods for solar photovoltaic systems[J]. Journal of cleaner production, 2020, 276: 123187.

OLORUNFEMI B O, OGBOLUMANI O A, NWULU N.Solar panels dirt monitoring and cleaning for performance improvement: a systematic review on smart systems[J]. Sustainability, 2022, 14(17): 10920.

AL-SALAYMEH A S, AL-MANSI N N, MUSLIH I M, et al. Electrostatic cleaning effect on the performance of PV modules in Jordan[J]. Cleaner engineering and technology, 2023, 13: 100606.

SAXENA A, KUMAR R, SAGADE A A, et al.A state-of-art review on photovoltaic systems: design, performance, and progress[J]. Process safety and environmental protection, 2024, 190: 1324-1354.