Rodrigo, Pedro M. and Gutiérrez, Sebastián and Micheli, Leonardo and Fernández, Eduardo F. and Almonacid, Florencia (2020): Optimum cleaning schedule of photovoltaic systems based on levelised cost of energy and case study in central Mexico. Published in: Solar Energy , Vol. 209, No. October 2020 : pp. 11-20.
Preview |
PDF
MPRA_paper_104173.pdf Download (1MB) | Preview |
Abstract
In this paper, the soiling impact on photovoltaic systems in Aguascalientes, in central Mexico, an area where 1.4GWp of new photovoltaic capacity is being installed, is characterised experimentally. A soiling rate of -0.16 %/day in the dry season for optimally tilted crystalline silicon modules, and a stabilization of the soiling losses at 11.2% after 70 days of exposure were observed. With this data, a first of its kind novel method for determining optimum cleaning schedules is proposed based on minimising the levelised cost of energy. The method has the advantages compared to other existing methods of considering the system investment cost in the determination of the optimum cleaning schedule. Also, it does not depend on economic revenue data, which is often subject to uncertainty. The results show that residential and commercial systems should be cleaned once per year in Aguascalientes. On the other hand, cleaning intervals from 12 to 31 days in the dry season were estimated for utility-scale systems, due to the dramatic decrease of cleaning costs per unit photovoltaic capacity. We also present a comparative analysis of the existing criteria for optimising cleaning schedules applied to the same case study. The different methods give similar cleaning intervals for utility-scale systems and, thus, the choice of a suitable method depends on the availability of information.
Item Type: | MPRA Paper |
---|---|
Original Title: | Optimum cleaning schedule of photovoltaic systems based on levelised cost of energy and case study in central Mexico |
Language: | English |
Keywords: | Cleaning schedule; Crystalline silicon; Levelised cost of energy; Mexico; Photovoltaic; Soiling |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy |
Item ID: | 104173 |
Depositing User: | Dr. Leonardo Micheli |
Date Deposited: | 31 Jan 2021 11:01 |
Last Modified: | 31 Jan 2021 11:01 |
References: | Besson, P., Munoz, C., Ramirez-Sagner, G., Salgado, M., Escobar, R., Platzer, W., 2017. Long-Term Soiling Analysis for Three Photovoltaic Technologies in Santiago Region. IEEE J. Photovoltaics 7, 1755–1760. Branker, K., Pathak, M.J.M., Pearce, J.M., 2011. A review of solar photovoltaic levelized cost of electricity. Renew. Sustain. Energy Rev. 15, 4470–4482. Cabanillas, R.E., Munguía, H., 2011. Dust accumulation effect on efficiency of Si photovoltaic modules. J. Renew. Sustain. Energy 3. Centro nacional de Control de Energía (CENACE), 2018. Subastas de largo plazo [WWW Document]. URL https://www.cenace.gob.mx/Paginas/Publicas/MercadoOperacion/SubastasLP.aspx (accessed 8.22.19). Coello, M., Boyle, L., 2019. Simple Model for Predicting Time Series Soiling of Photovoltaic Panels. IEEE J. Photovoltaics 9, 1382–1387. Conceição, R., Silva, H.G., Fialho, L., Lopes, F.M., Collares-Pereira, M., 2019. PV system design with the effect of soiling on the optimum tilt angle. Renew. Energy 133, 787–796. Costa, S.C.S., Diniz, A.S.A.C., Kazmerski, L.L., 2018. Solar energy dust and soiling R&D progress: Literature review update for 2016. Renew. Sustain. Energy Rev. 82, 2504–2536. Costa, S.C.S., Diniz, A.S.A.C., Kazmerski, L.L., 2016. Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012-2015. Renew. Sustain. Energy Rev. 63, 33–61. Fathi, M., Abderrezek, M., Grana, P., 2017. Technical and economic assessment of cleaning protocol for photovoltaic power plants: Case of Algerian Sahara sites. Sol. Energy 147, 358–367. Fu, R., Feldman, D., Margolis, R., 2018. U . S . Solar Photovoltaic System Cost Benchmark : Q1 2018. NREL 1–47. Fuentealba, E., Ferrada, P., Araya, F., Marzo, A., Parrado, C., Portillo, C., 2015. Photovoltaic performance and LCoE comparison at the coastal zone of the Atacama Desert, Chile. Energy Convers. Manag. 95, 181–186. Gostein, M., Caron, J.R., Littmann, B., 2014. Measuring soiling losses at utility-scale PV power plants, in: 2014 IEEE 40th Photovoltaic Specialist Conference, PVSC 2014. pp. 885–890. Gostein, M., Littmann, B., Caron, J.R., Dunn, L., 2013. Comparing PV power plant soiling measurements extracted from PV module irradiance and power measurements, in: Conference Record of the IEEE Photovoltaic Specialists Conference. pp. 3004–3009. Hay, J.E., 1979. Calculation of monthly mean solar radiation for horizontal and inclined surfaces. Sol. Energy 23, 301–307. Instituto Nacional de Ecología y Cambio Climático (INECC), 2019. Sistema Nacional de Información de la Calidad del Aire (SINAICA) [WWW Document]. URL https://sinaica.inecc.gob.mx/ (accessed 8.23.19). International Electrotechnical Commission, 2017. IEC 61724-1: Photovoltaic system performance – Part 1: Monitoring. Geneva, Switzerland. International Electrotechnical Commission (IEC), 2011. IEC 61853–1: Photovoltaic (PV) Module Performance Testing and Energy Rating - Part 1: Irradiance and Temperature Performance Measurements and Power Rating. Geneva, Switzerland. Iqbal, M., 1983. An introduction to solar radiation. Academic Press, Toronto. Jiang, Y., Lu, L., Lu, H., 2016. A novel model to estimate the cleaning frequency for dirty solar photovoltaic (PV) modules in desert environment. Sol. Energy 140, 236–240. Jones, R.K., Baras, A., Saeeri, A.A., Al Qahtani, A., Al Amoudi, A.O., Al Shaya, Y., Alodan, M., Al-Hsaien, S.A., 2016. Optimized Cleaning Cost and Schedule Based on Observed Soiling Conditions for Photovoltaic Plants in Central Saudi Arabia. IEEE J. Photovoltaics 6, 730–738. Jordan, D.C., Kurtz, S.R., 2013. Photovoltaic degradation rates - An Analytical Review. Prog. Photovoltaics Res. Appl. 21, 12–29. Kalogirou, S.A., Agathokleous, R., Panayiotou, G., 2013. On-site PV characterization and the effect of soiling on their performance. Energy 51, 439–446. Kimber, A., Mitchell, L., Nogradi, S., Wenger, H., 2007. The effect of soiling on large grid-connected photovoltaic systems in California and the Southwest Region of the United States, in: Conference Record of the 2006 IEEE 4th World Conference on Photovoltaic Energy Conversion, WCPEC-4. pp. 2391–2395. Luque, E.G., Antonanzas-Torres, F., Escobar, R., 2018. Effect of soiling in bifacial PV modules and cleaning schedule optimization. Energy Convers. Manag. 174, 615–625. Micheli, L., Fernández, E.F., Muller, M., Almonacid, F., 2019. Extracting and Generating PV Soiling Profiles for Analysis, Forecasting and Cleaning Optimization (under review). IEEE J. Photovoltaics. Micheli, L., Ruth, D., Muller, M., 2017. Seasonal Trends of Soiling on Photovoltaic Systems, in: 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC). IEEE, pp. 2301–2306. https://doi.org/10.1109/PVSC.2017.8366381 Pérez-Higueras, P.J., Almonacid, F.M., Rodrigo, P.M., Fernández, E.F., 2018. Optimum sizing of the inverter for maximizing the energy yield in state-of-the-art high-concentrator photovoltaic systems. Sol. Energy 171, 728–739. Rodrigo, P.M., 2017. Improving the profitability of grid-connected photovoltaic systems by sizing optimization, in: 2017 IEEE Mexican Humanitarian Technology Conference, MHTC 2017. pp. 1–6. Rodrigo, P.M., Velázquez, R., Fernández, E.F., 2016. DC/AC conversion efficiency of grid-connected photovoltaic inverters in central Mexico. Sol. Energy 139, 650–665. Rus-Casas, C., Aguilar, J.D., Rodrigo, P., Almonacid, F., Pérez-Higueras, P.J., 2014. Classification of methods for annual energy harvesting calculations of photovoltaic generators. Energy Convers. Manag. 78, 527–536. Sánchez-Carbajal, S., Rodrigo, P.M., 2019. Optimum Array Spacing in Grid-Connected Photovoltaic Systems considering Technical and Economic Factors. Int. J. Photoenergy 2019. Servicio Meteorológico Nacional, 2019. Normales climatológicas por estado [WWW Document]. URL https://smn.cna.gob.mx/es/climatologia/informacion-climatologica/normales-climatologicas-por-estado (accessed 8.23.19). Short, W., Packey, D.J., Holt, T., 1995. A manual for the economic evaluation of energy efficiency and renewable energy technologies. Natl. Renew. Energy Lab. NREL/TP-462-5173. Sulaiman, S.A., Razif, M.R.M., Han, T.D., Atnaw, S.M., Tamili, S.N.A., 2018. Impact of Soiling Rate on Solar Photovoltaic Panel in Malaysia, in: MATEC Web of Conferences. Talavera, D.L., Ferrer-Rodríguez, J.P., Pérez-Higueras, P., Terrados, J., Fernández, E.F., 2016. A worldwide assessment of levelised cost of electricity of HCPV systems. Energy Convers. Manag. 127, 679–692. Talavera, D.L., Muñoz-Cerón, E., Ferrer-Rodríguez, J.P., Pérez-Higueras, P.J., 2019. Assessment of cost-competitiveness and profitability of fixed and tracking photovoltaic systems: The case of five specific sites. Renew. Energy 134, 902–913. Tanesab, J., Parlevliet, D., Whale, J., Urmee, T., 2018. Energy and economic losses caused by dust on residential photovoltaic (PV) systems deployed in different climate areas. Renew. Energy 120, 401–412. Toth, S., Muller, M., Miller, D.C., Moutinho, H., To, B., Micheli, L., Linger, J., Engtrakul, C., Einhorn, A., Simpson, L., 2018. Soiling and cleaning: Initial observations from 5-year photovoltaic glass coating durability study. Sol. Energy Mater. Sol. Cells 185, 375–384. Urrejola, E., Antonanzas, J., Ayala, P., Salgado, M., Ramírez-Sagner, G., Cortés, C., Pino, A., Escobar, R., 2016. Effect of soiling and sunlight exposure on the performance ratio of photovoltaic technologies in Santiago, Chile. Energy Convers. Manag. 114, 338–347. You, S., Lim, Y.J., Dai, Y., Wang, C.-H., 2018. On the temporal modelling of solar photovoltaic soiling: Energy and economic impacts in seven cities. Appl. Energy 228, 1136–1146. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/104173 |