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Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi

Year 2022, Volume: 28 Issue: 2, 234 - 239, 30.04.2022

Abstract

Ülkemizin yerli ve yenilenebilir enerji kaynaklarından mümkün olan en yüksek düzeyde yararlanma hedefi sonucu Güneş Enerji Santrali yatırımları her geçen gün artmaktadır. Fotovoltaik (Photovoltaic-PV) sistemlerde panel verimini etkileyen unsurlardan biri de panelin yüzey kirliliğidir. PV panellerin çevresel etkenlerle yüzey kirliliğinin artması kaçınılmazdır. Panellerin bulunduğu arazi yapıları, dizilim şekilleri, kirleticilerin yapısal/kimyasal özellikleri gibi pek çok parametre PV panel yüzeylerinin temizlenme ihtiyacını ve periyotlarını etkilemektedir. Bu çalışmada, PV panel dizilerinin yüzeylerindeki kir, toz vb. maddelerin temizlenmesi işlemini otonom olarak gerçekleştiren bir temizleme robotu geliştirilmiştir. Geliştirilen robotun özellikleri arasında; (i) yağmurlu havalarda gerekmesi halinde otonom çalışma moduna geçme, (ii) meteorolojik verilere göre temizleme kararı sayesinde saf su tasarrufu, (iii) toz sensörü verisine göre temizlik için karar verme, (iv) geliştirilen mobil uygulama üzerinden durum izleme ve kontrol gibi özellikler yer almaktadır. Geliştirilen robotun farklı çalışma periyotlarında temizleme işlemini gerçekleştirmesinin PV panel verimliliğine etkisi incelenmiştir. Böylece en verimli temizleme periyodunun hem panel verimi hem de robotun harcadığı saf su açısından analizi de gerçekleştirilmiştir.

References

  • [1] Zaihidee FM, Mekhilef S, Seyedmahmoudian M, Horan B. “Dust as an unalterable deteriorative factor affecting PV panel's efficiency: Why and how”. Renewable and Sustainable Energy Reviews, 65, 1267-1278, 2016.
  • [2] Maghami MR, Hizam H, Gomes C, Radzi MA, Rezadad MI, Hajighorbani S. “Power loss due to soiling on solar panel: A review”. Renewable and Sustainable Energy Reviews, 59, 1307-1316, 2016.
  • [3] Mekhilef S, Saidur R, Kamalisarvestani M. “Effect of dust, humidity and air velocity on efficiency of photovoltaic cells”. Renewable and Sustainable Energy Reviews, 16(5), 2920-2925, 2012.
  • [4] Sayyah A, Horenstein MN, Mazumder MK. “Energy yield loss caused by dust deposition on photovoltaic panels”. Solar Energy, 107, 576-604, 2014.
  • [5] Rahman MM, Islam MA, Karim AZ, Ronee AH. “Effects of natural dust on the performance of PV panels in Bangladesh”. International Journal of Modern Education and Computer Science, 4(10), 26-32, 2012.
  • [6] AlBusairi HA, Möller HJ. “Performance evaluation of CdTe PV modules under natural outdoor conditions in Kuwait”. 25th European Photovoltaic Solar Energy Conference and Exhibition/5th World Conference on Photovoltaic Energy Conversion, Valencia, Spain, 06-10 September 2010.
  • [7] Kalogirou SA, Agathokleous R, Panayiotou G. “On-site PV characterization and the effect of soiling on their performance”. Energy, 51, 439-446, 2013.
  • [8] Sanusi Y. “The performance of amorphous silicon PV system under Harmattan dust conditions in a tropical area”. Pacific Journal of Science and Technology, 13(1), 168-175, 2012.
  • [9] Mohamed AO, Hasan A. “Effect of dust accumulation on performance of photovoltaic solar modules in Sahara environment”. Journal of Basic and applied scientific Research, 2(11), 11030-11036, 2012.
  • [10] Saidan M, Albaali AG, Alasis E, Kaldellis JK. “Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment”. Renewable Energy, 92, 499-505, 2016.
  • [11] Paudyal BR, Shakya SR. “Dust accumulation effects on efficiency of solar PV modules for off grid purpose: A case study of Kathmandu”. Solar Energy, 135, 103-110, 2016.
  • [12] Costa SC, Diniz ASA, Kazmerski LL. “Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012-2015”. Renewable and Sustainable Energy Reviews, 63, 33-61, 2016.
  • [13] Uyan M. “Güneş enerjisi santrali kurulabilecek alanların AHP yöntemi kullanılarak CBS destekli haritalanması”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 23(4), 343-351, 2017.
  • [14] Khadka N, Bista A, Adhikari B, Shrestha A, Bista D, Adhikary B. “Current practices of solar photovoltaic panel cleaning system and future prospects of machine learning implementation”. IEEE Access, 8, 135948-135962, 2020.
  • [15] Deb D, Brahmbhatt NL. “Review of yield increase of solar panels through soiling prevention, and a proposed waterfree automated cleaning solution”. Renewable and Sustainable Energy Reviews, 82, 3306-3313, 2018.
  • [16] Mondal AK, Bansal K. “A brief history and future aspects in automatic cleaning systems for solar photovoltaic panels”. Advanced Robotics, 29(8), 515-524, 2015.
  • [17] Jaradat MA, Tauseef M, Altaf Y, Saab R, Adel H, Yousuf N, Zurigat YH. “A fully portable robot system for cleaning solar panels”. 10th International Symposium on Mechatronics and its Applications (ISMA), United Arab Emirates, 08-10 December 2015.
  • [18] Aly SP, Gandhidasan P, Barth N, Ahzi S. “Novel dry cleaning machine for photovoltaic and solar panels”. 3rd International Renewable and Sustainable Energy Conference (IRSEC), Marrakech-Ouarzazate, Morocco, 10-13 December 2015.
  • [19] Cai S, Bao G, Ma X, Wu W, Bian GB, Rodrigues JJ, de Albuquerque VHC. “Parameters optimization of the dust absorbing structure for photovoltaic panel cleaning robot based on orthogonal experiment method”. Journal of Cleaner Production, 217, 724-731, 2019.
  • [20] Moharram KA, Abd-Elhady MS, Kandil HA, El-Sherif H. “Influence of cleaning using water and surfactants on the performance of photovoltaic panels”. Energy Conversion and Management, 68, 266-272, 2013.

Development of autonomous photovoltaic panel surface cleaning robot and analyzing of cleaning interval on energy efficiency

Year 2022, Volume: 28 Issue: 2, 234 - 239, 30.04.2022

Abstract

Solar Power Plant investments are increasing on a daily basis, as part of a strategy to maximize the use of Turkey's domestic and renewable energy resources. One of the factors affecting the efficiency of a photovoltaic (PV) panel is also surface pollution. It is inevitable to increase the surface pollution of PV panels with environmental factors. Many parameters such as the location of PV panels, fixing patterns, the structural/chemical properties of the pollutants affect the frequency of cleaning periods of the PV panels. In this study, a PV panel surface cleaning robot is developed. It performs autonomously cleaning of substances including dirt, dust on PV panel surfaces. Some features of the developed autonomous robot are; (i) switching to autonomous operating mode if it is needed on rainy days, (ii) pure water-saving thanks to the cleaning decision based on the meteorological data, (iii) determining the cleaning operation based on the dust sensor data, (iv) condition monitoring and control via the developed mobile application. Moreover, the cleaning interval on the PV panel efficiency was investigated. Thus, optimum cleaning intervals were determined in terms of both PV panel energy efficiency and pure water-consuming of the designed robot.

References

  • [1] Zaihidee FM, Mekhilef S, Seyedmahmoudian M, Horan B. “Dust as an unalterable deteriorative factor affecting PV panel's efficiency: Why and how”. Renewable and Sustainable Energy Reviews, 65, 1267-1278, 2016.
  • [2] Maghami MR, Hizam H, Gomes C, Radzi MA, Rezadad MI, Hajighorbani S. “Power loss due to soiling on solar panel: A review”. Renewable and Sustainable Energy Reviews, 59, 1307-1316, 2016.
  • [3] Mekhilef S, Saidur R, Kamalisarvestani M. “Effect of dust, humidity and air velocity on efficiency of photovoltaic cells”. Renewable and Sustainable Energy Reviews, 16(5), 2920-2925, 2012.
  • [4] Sayyah A, Horenstein MN, Mazumder MK. “Energy yield loss caused by dust deposition on photovoltaic panels”. Solar Energy, 107, 576-604, 2014.
  • [5] Rahman MM, Islam MA, Karim AZ, Ronee AH. “Effects of natural dust on the performance of PV panels in Bangladesh”. International Journal of Modern Education and Computer Science, 4(10), 26-32, 2012.
  • [6] AlBusairi HA, Möller HJ. “Performance evaluation of CdTe PV modules under natural outdoor conditions in Kuwait”. 25th European Photovoltaic Solar Energy Conference and Exhibition/5th World Conference on Photovoltaic Energy Conversion, Valencia, Spain, 06-10 September 2010.
  • [7] Kalogirou SA, Agathokleous R, Panayiotou G. “On-site PV characterization and the effect of soiling on their performance”. Energy, 51, 439-446, 2013.
  • [8] Sanusi Y. “The performance of amorphous silicon PV system under Harmattan dust conditions in a tropical area”. Pacific Journal of Science and Technology, 13(1), 168-175, 2012.
  • [9] Mohamed AO, Hasan A. “Effect of dust accumulation on performance of photovoltaic solar modules in Sahara environment”. Journal of Basic and applied scientific Research, 2(11), 11030-11036, 2012.
  • [10] Saidan M, Albaali AG, Alasis E, Kaldellis JK. “Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment”. Renewable Energy, 92, 499-505, 2016.
  • [11] Paudyal BR, Shakya SR. “Dust accumulation effects on efficiency of solar PV modules for off grid purpose: A case study of Kathmandu”. Solar Energy, 135, 103-110, 2016.
  • [12] Costa SC, Diniz ASA, Kazmerski LL. “Dust and soiling issues and impacts relating to solar energy systems: Literature review update for 2012-2015”. Renewable and Sustainable Energy Reviews, 63, 33-61, 2016.
  • [13] Uyan M. “Güneş enerjisi santrali kurulabilecek alanların AHP yöntemi kullanılarak CBS destekli haritalanması”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 23(4), 343-351, 2017.
  • [14] Khadka N, Bista A, Adhikari B, Shrestha A, Bista D, Adhikary B. “Current practices of solar photovoltaic panel cleaning system and future prospects of machine learning implementation”. IEEE Access, 8, 135948-135962, 2020.
  • [15] Deb D, Brahmbhatt NL. “Review of yield increase of solar panels through soiling prevention, and a proposed waterfree automated cleaning solution”. Renewable and Sustainable Energy Reviews, 82, 3306-3313, 2018.
  • [16] Mondal AK, Bansal K. “A brief history and future aspects in automatic cleaning systems for solar photovoltaic panels”. Advanced Robotics, 29(8), 515-524, 2015.
  • [17] Jaradat MA, Tauseef M, Altaf Y, Saab R, Adel H, Yousuf N, Zurigat YH. “A fully portable robot system for cleaning solar panels”. 10th International Symposium on Mechatronics and its Applications (ISMA), United Arab Emirates, 08-10 December 2015.
  • [18] Aly SP, Gandhidasan P, Barth N, Ahzi S. “Novel dry cleaning machine for photovoltaic and solar panels”. 3rd International Renewable and Sustainable Energy Conference (IRSEC), Marrakech-Ouarzazate, Morocco, 10-13 December 2015.
  • [19] Cai S, Bao G, Ma X, Wu W, Bian GB, Rodrigues JJ, de Albuquerque VHC. “Parameters optimization of the dust absorbing structure for photovoltaic panel cleaning robot based on orthogonal experiment method”. Journal of Cleaner Production, 217, 724-731, 2019.
  • [20] Moharram KA, Abd-Elhady MS, Kandil HA, El-Sherif H. “Influence of cleaning using water and surfactants on the performance of photovoltaic panels”. Energy Conversion and Management, 68, 266-272, 2013.
There are 20 citations in total.

Details

Primary Language Turkish
Subjects Engineering
Journal Section Elektrik Elektornik Müh. / Bilgisayar Müh.
Authors

Bilal Karaman This is me

Sezai Taskın This is me

Publication Date April 30, 2022
Published in Issue Year 2022 Volume: 28 Issue: 2

Cite

APA Karaman, B., & Taskın, S. (2022). Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 28(2), 234-239.
AMA Karaman B, Taskın S. Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. April 2022;28(2):234-239.
Chicago Karaman, Bilal, and Sezai Taskın. “Otonom Fotovoltaik Panel yüzey Temizleme Robotu geliştirilmesi Ve Temizleme aralığının Enerji verimliliği üzerine Analizi”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 28, no. 2 (April 2022): 234-39.
EndNote Karaman B, Taskın S (April 1, 2022) Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 28 2 234–239.
IEEE B. Karaman and S. Taskın, “Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 28, no. 2, pp. 234–239, 2022.
ISNAD Karaman, Bilal - Taskın, Sezai. “Otonom Fotovoltaik Panel yüzey Temizleme Robotu geliştirilmesi Ve Temizleme aralığının Enerji verimliliği üzerine Analizi”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 28/2 (April 2022), 234-239.
JAMA Karaman B, Taskın S. Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2022;28:234–239.
MLA Karaman, Bilal and Sezai Taskın. “Otonom Fotovoltaik Panel yüzey Temizleme Robotu geliştirilmesi Ve Temizleme aralığının Enerji verimliliği üzerine Analizi”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 28, no. 2, 2022, pp. 234-9.
Vancouver Karaman B, Taskın S. Otonom fotovoltaik panel yüzey temizleme robotu geliştirilmesi ve temizleme aralığının enerji verimliliği üzerine analizi. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2022;28(2):234-9.

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