Cleaning scheduling in photovoltaic solar farms with deterministic and stochastic optimization

Sustainable Energy, Grids and Networks - Tập 36 - Trang 101147 - 2023
Milena González-Castillo1, Paula Navarrete1, Tomás Tapia1, Álvaro Lorca1,2,3, Daniel Olivares4, Matías Negrete-Pincetic1
1Department of Electrical Engineering, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
2Department of Industrial and Systems Engineering, Pontificia Universidad Católica de Chile, Santiago, 7820436, Chile
3UC Energy Research Center, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
4Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Santiago 7941169, Chile

Tài liệu tham khảo

Chowdhury, 2020, An overview of solar photovoltaic panels’ end-of-life material recycling, Energy Strategy Rev., 27, 10.1016/j.esr.2019.100431

Hashemi, 2021, Systematic photovoltaic system power losses calculation and modeling using computational intelligence techniques, Appl. Energy, 284, 10.1016/j.apenergy.2020.116396

L. Ranalder, H. Busch, T. Hansen, M. Brommer, T. Couture, D. Gibb, F. Guerra, J. Nana, Y. Reddy, F. Sverrisson, et al., Renewables in Cities 2021 Global Status Report, in: REN21 Secretariat, Paris, France, 2021.

Simsek, 2019, Review and assessment of energy policy developments in Chile, Energy Policy, 127, 87, 10.1016/j.enpol.2018.11.058

Paredes, 2017

BCN, 2019

CEN, 2021

NREL, 2023

Righini, 2020, Solar cells’ evolution and perspectives: a short review, Solar Cells Light Manag., 1

Wysocki, 1960, Effect of temperature on photovoltaic solar energy conversion, J. Appl. Phys., 31, 571, 10.1063/1.1735630

Najafi, 2013, Optimization of a cooling system based on Peltier effect for photovoltaic cells, Sol. Energy, 91, 152, 10.1016/j.solener.2013.01.026

Micheli, 2021, Economics of seasonal photovoltaic soiling and cleaning optimization scenarios, Energy, 215, 10.1016/j.energy.2020.119018

Kaldellis, 2011, Simulating the dust effect on the energy performance of photovoltaic generators based on experimental measurements, Energy, 36, 5154, 10.1016/j.energy.2011.06.018

Fathi, 2017, Technical and economic assessment of cleaning protocol for photovoltaic power plants: Case of Algerian Sahara sites, Sol. Energy, 147, 358, 10.1016/j.solener.2017.03.053

Hammad, 2018, Modeling and analysis of dust and temperature effects on photovoltaic systems’ performance and optimal cleaning frequency: Jordan case study, Renew. Sustain. Energy Rev., 82, 2218, 10.1016/j.rser.2017.08.070

Rodrigo, 2020, Optimum cleaning schedule of photovoltaic systems based on levelised cost of energy and case study in central Mexico, Sol. Energy, 209, 11, 10.1016/j.solener.2020.08.074

Fuentealba, 2015, Photovoltaic performance and LCoE comparison at the coastal zone of the Atacama Desert, Chile, Energy Convers. Manage., 95, 181, 10.1016/j.enconman.2015.02.036

Ilse, 2018, Fundamentals of soiling processes on photovoltaic modules, Renew. Sustain. Energy Rev., 98, 239, 10.1016/j.rser.2018.09.015

Ilse, 2019, Techno-economic assessment of soiling losses and mitigation strategies for solar power generation, Joule, 3, 2303, 10.1016/j.joule.2019.08.019

Jiang, 2016, A novel model to estimate the cleaning frequency for dirty solar photovoltaic (PV) modules in desert environment, Sol. Energy, 140, 236, 10.1016/j.solener.2016.11.016

Micheli, 2020, Photovoltaic cleaning frequency optimization under different degradation rate patterns, Renew. Energy, 166, 136, 10.1016/j.renene.2020.11.044

B. Figgis, K. Ilse, Anti-soiling potential of l-axis pv trackers, in: 36th European Photovoltaic Solar Energy Conference and Exhibition, 2019, pp. 1312–1316.

S. Bhaduri, S. Chattopadhyay, S. Zachariah, C.S. Solanki, A. Kottantharayil, Evaluation of increase in the energy yield of PV modules by inverting the panels during the non-sunshine hours, in: 26th Int. Photovolt. Sci. Eng. Conf., 2016.

Pan, 2019, Experimental investigation of dust deposition reduction on solar cell covering glass by different self-cleaning coatings, Energy, 181, 645, 10.1016/j.energy.2019.05.223

Piliougine, 2013, Comparative analysis of energy produced by photovoltaic modules with anti-soiling coated surface in arid climates, Appl. Energy, 112, 626, 10.1016/j.apenergy.2013.01.048

Alvarez, 2020, Estimation of an optimal PV panel cleaning strategy based on both annual radiation profile and module degradation, IEEE Access, 8, 63832, 10.1109/ACCESS.2020.2983322

Zapata, 2015, Design of a cleaning program for a PV plant based on analysis of energy losses, IEEE J. Photovolt., 5, 1748, 10.1109/JPHOTOV.2015.2478069

Rao, 2018, An updated review on factors and their inter-linked influences on photovoltaic system performance, Heliyon, 4, 10.1016/j.heliyon.2018.e00815

CEN, 2021

Urrejola, 2016, Effect of soiling and sunlight exposure on the performance ratio of photovoltaic technologies in Santiago, Chile, Energy Convers. Manage., 114, 338, 10.1016/j.enconman.2016.02.016

Luque, 2018, Effect of soiling in bifacial PV modules and cleaning schedule optimization, Energy Convers. Manage., 174, 615, 10.1016/j.enconman.2018.08.065

Micheli, 2019, Extracting and generating PV soiling profiles for analysis, forecasting, and cleaning optimization, IEEE J. Photovolt., 10, 197, 10.1109/JPHOTOV.2019.2943706

Adinoyi, 2013, Effect of dust accumulation on the power outputs of solar photovoltaic modules, Renew. Energy, 60, 633, 10.1016/j.renene.2013.06.014

Kumar, 2017, Performance assessment and degradation analysis of solar photovoltaic technologies: A review, Renew. Sustain. Energy Rev., 78, 554, 10.1016/j.rser.2017.04.083

Abderrezek, 2017, Experimental study of the dust effect on photovoltaic panels’ energy yield, Sol. Energy, 142, 308, 10.1016/j.solener.2016.12.040

Figgis, 2017, Review of PV soiling particle mechanics in desert environments, Renew. Sustain. Energy Rev., 76, 872, 10.1016/j.rser.2017.03.100

Jones, 2016, Optimized cleaning cost and schedule based on observed soiling conditions for photovoltaic plants in central Saudi Arabia, IEEE J. Photovolt., 6, 730, 10.1109/JPHOTOV.2016.2535308

IEC, 2017

You, 2018, On the temporal modelling of solar photovoltaic soiling: Energy and economic impacts in seven cities, Appl. Energy, 228, 1136, 10.1016/j.apenergy.2018.07.020

Ghazi, 2014, Dust effect on flat surfaces–A review paper, Renew. Sustain. Energy Rev., 33, 742, 10.1016/j.rser.2014.02.016

Javed, 2017, Modeling of photovoltaic soiling loss as a function of environmental variables, Sol. Energy, 157, 397, 10.1016/j.solener.2017.08.046

Deceglie, 2016, A scalable method for extracting soiling rates from PV production data, 2061

Deceglie, 2018, Quantifying soiling loss directly from PV yield, IEEE J. Photovolt., 8, 547, 10.1109/JPHOTOV.2017.2784682

Skomedal, 2020, Combined estimation of degradation and soiling losses in photovoltaic systems, IEEE J. Photovolt., 10, 1788, 10.1109/JPHOTOV.2020.3018219

T. John, Exploratory Data Analysis Addison-Wesley, Reading, MA, 1977.

Theil, 1950, A rank-invariant method of linear and polynomial regression analysis, Indag. Math., 12, 173

Castro Martínez, 2019

Wolsey, 1999

Puterman, 2014

Sayyah, 2014, Energy yield loss caused by dust deposition on photovoltaic panels, Sol. Energy, 107, 576, 10.1016/j.solener.2014.05.030

Dobos, 2014

Bellman, 1952, On the theory of dynamic programming, Proc. Natl. Acad. Sci. USA, 38, 716, 10.1073/pnas.38.8.716

Shapiro, 1965, An analysis of variance test for normality (complete samples), Biometrika, 52, 591, 10.2307/2333709

Thông tin
Thông tin xuất bản

Sustainable Energy, Grids and Networks

Tập 36

101147

Thông tin tác giả