Estimation of an Optimal PV Panel Cleaning Strategy Based on Both Annual Radiation Profile and Module Degradation

被引:39
作者
Alvarez, David L. [1 ]
Al-Sumaiti, Ameena S. [2 ]
Rivera, Sergio R. [1 ]
机构
[1] Univ Nacl Colombia, Dept Elect & Elect Engn, Bogota 111321, Colombia
[2] Khalifa Univ, Adv Power & Energy Ctr, Elect Engn & Comp Sci Dept, Abu Dhabi 25586, U Arab Emirates
关键词
Cleaning; Degradation; Planning; Estimation; Optimization; Inverters; Maximum power point trackers; Cleaning schedule optimization; fourier series; solar energy yield; soling ratio; DUST; PERFORMANCE; ACCUMULATION;
D O I
10.1109/ACCESS.2020.2983322
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses a methodology to optimize PV panel cleaning schedule. PV system yield is impacted due to soiling on panel surface. This soiling changes during the system operation as a consequence of environmental conditions. In order to reduce the impact of soiling accumulation, the panel surface must be cleaned. However, cost and frequency of cleaning can affect plant revenue. Therefore, to enhance financial performance, an optimal cleaning strategy must be selected. This strategy depends mostly on energy cost, soiling rate, cleaning costs, and system efficiency. Hence, the model proposed in this work takes into account these variables in order to support the decisions during the assessment of PV yield. The methodology was evaluated through two irradiation profiles with different associated costs. As a result, the methodology made it possible to estimate a cleaning strategy optimizing the incomes under different scenarios.
引用
收藏
页码:63832 / 63839
页数:8
相关论文
共 22 条
[1]   Assessment of Various Dry Photovoltaic Cleaning Techniques and Frequencies on the Power Output of CdTe-Type Modules in Dusty Environments [J].
Al-Housani, Mohammed ;
Bicer, Yusuf ;
Koc, Muammer .
SUSTAINABILITY, 2019, 11 (10)
[2]   Stochastic PV model for power system planning applications [J].
Al-Sumaiti, Ameena Saad ;
Ahmed, Mohammed Hassan ;
Rivera, Sergio ;
El Moursi, Mohammed Shawky ;
Salama, Mohamed M. A. ;
Alsumaiti, Tareefa .
IET RENEWABLE POWER GENERATION, 2019, 13 (16) :3168-3179
[3]   Soiling of Photovoltaic Modules: Comparing between Two Distinct Locations within the Framework of Developing the Photovoltaic Soiling Index (PVSI) [J].
Alquthami, Thamer ;
Menoufi, Karim .
SUSTAINABILITY, 2019, 11 (17)
[4]   Effects of soiling on photovoltaic (PV) modules in the Atacama Desert [J].
Cordero, R. R. ;
Damiani, A. ;
Laroze, D. ;
MacDonell, S. ;
Jorquera, J. ;
Sepulveda, E. ;
Feron, S. ;
Llanillo, P. ;
Labbe, F. ;
Carrasco, J. ;
Ferrer, J. ;
Torres, G. .
SCIENTIFIC REPORTS, 2018, 8
[5]   Quantifying Soiling Loss Directly From PV Yield [J].
Deceglie, Michael G. ;
Micheli, Leonardo ;
Muller, Matthew .
IEEE JOURNAL OF PHOTOVOLTAICS, 2018, 8 (02) :547-551
[6]   An integrated review of factors influencing the performance of photovoltaic panels [J].
Fouad, M. M. ;
Shihata, Lamia A. ;
Morgan, ElSayed I. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 80 :1499-1511
[7]  
Fu R., 2018, U.S. Solar Photovoltaic System Cost Benchmark: Q1 2017
[8]   Modeling and analysis of dust and temperature effects on photovoltaic systems' performance and optimal cleaning frequency: Jordan case study [J].
Hammad, Bashar ;
Al-Abed, Mohammad ;
Al-Ghandoor, Ahmed ;
Al-Sardeah, Ali ;
Al-Bashir, Adnan .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 82 :2218-2234
[9]   Techno-Economic Assessment of Soiling Losses and Mitigation Strategies for Solar Power Generation [J].
Ilse, Klemens ;
Micheli, Leonardo ;
Figgis, Benjamin W. ;
Lange, Katja ;
Dassler, David ;
Hanifi, Hamed ;
Wolfertstetter, Fabian ;
Naumann, Volker ;
Hagendorf, Christian ;
Gottschalg, Ralph ;
Bagdahn, Joerg .
JOULE, 2019, 3 (10) :2303-2321
[10]   Fundamentals of soiling processes on photovoltaic modules [J].
Ilse, Klemens K. ;
Figgis, Benjamin W. ;
Naumann, Volker ;
Hagendorf, Christian ;
Bagdahn, Joerg .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 98 :239-254