An effective and sustainable solar energy generating system is needed given the current global energy problem. The need to use solar energy properly is necessary because it is one of the most readily available sources of energy. The conversion of solar energy to electric energy uses silicon solar panels, which have an efficiency of between 15% and 20%. The solar cell efficiency is nevertheless decreased by the dust that wind and storms bring. In this study, a sensor-based system is used to monitor the dust buildup on the solar panel and to remove the dust by washing and moistening the panel's surface. The output conversion efficiency and sensor data are taken into consideration by a fuzzy logic system, which forecasts when the solar panel will need to be cleaned., {"references":["[1]\tM. Benghanem, \"Optimization of tilt angle for solar panel: Case study for Madinah, Saudi Arabia,\" Applied Energy, vol. 88, no. 4, pp. 1427-1433, 2011. [2]\tM. R. Maghami, H. Hizam, C. Gomes, M. A. Radzi, M. I. Rezadad, and S. Hajighorbani, \"Power loss due to soiling on solar panel: A review,\" Renewable and Sustainable Energy Reviews, vol. 59, pp. 1307-1316, 2016. [3]\tM. S. Mozumder, A.-H. I. Mourad, H. Pervez, and R. Surkatti, \"Recent developments in multifunctional coatings for solar panel applications: A review,\" Solar Energy Materials and Solar Cells, vol. 189, pp. 75-102, 2019. [4]\tR. Zakharchenko et al., \"Photovoltaic solar panel for a hybrid PV/thermal system,\" Solar Energy Materials and Solar Cells, vol. 82, no. 1-2, pp. 253-261, 2004. [5]\tR. Arshad, S. Tariq, M. U. Niaz, and M. Jamil, \"Improvement in solar panel efficiency using solar concentration by simple mirrors and by cooling,\" in 2014 international conference on robotics and emerging allied technologies in engineering (iCREATE), 2014: IEEE, pp. 292-295. [6]\tM. Rosu-Hamzescu and S. Oprea, \"Practical guide to implementing solar panel MPPT algorithms,\" Microchip Technology Inc, vol. 58, 2013. [7]\tA. M. Bagher, M. M. A. Vahid, and M. Mohsen, \"Types of solar cells and application,\" American Journal of optics and Photonics, vol. 3, no. 5, pp. 94-113, 2015. [8]\tM. R. S. Shaikh, \"A review paper on electricity generation from solar energy,\" 2017. [9]\tZ. Wu, Y. Hu, J. X. Wen, F. Zhou, and X. Ye, \"A review for solar panel fire accident prevention in large-scale PV applications,\" IEEE Access, vol. 8, pp. 132466-132480, 2020. [10]\tW. Javed, Y. Wubulikasimu, B. Figgis, and B. Guo, \"Characterization of dust accumulated on photovoltaic panels in Doha, Qatar,\" Solar Energy, vol. 142, pp. 123-135, 2017. [11]\tK. Terashima, H. Sato, and T. Ikaga, \"Development of an environmentally friendly PV/T solar panel,\" Solar Energy, vol. 199, pp. 510-520, 2020. [12]\tA. Parikh, F. Pathan, B. Rathod, and S. Shah, \"Solar panel condition monitoring system based on wireless sensor network,\" International Journal of Science, Engineering and Technology Research (IJSETR), vol. 4, no. 12, pp. 4320-4324, 2015. [13]\tS. Tayyaba et al., \"Simulation, analysis, and characterization of calcium-doped ZnO nanostructures for dye-sensitized solar cells,\" Energies, vol. 13, no. 18, p. 4863, 2020. [14]\tM. K. Hossain et al., \"A comparative study on the influence of pure anatase and Degussa-P25 TiO2 nanomaterials on the structural and optical properties of dye sensitized solar cell (DSSC) photoanode,\" Optik, vol. 171, pp. 507-516, 2018. [15]\tS. A. Sulaiman, H. H. Hussain, N. Leh, and M. S. Razali, \"Effects of dust on the performance of PV panels,\" World Academy of Science, Engineering and Technology, vol. 58, no. 2011, pp. 588-593, 2011. [16]\tS. A. Abdulgafar, O. S. Omar, and K. M. Yousif, \"Improving the efficiency of polycrystalline solar panel via water immersion method,\" International Journal of Innovative Research in Science, Engineering and Technology, vol. 3, no. 1, pp. 8127-8132, 2014. [17]\tS. Mehrotra, P. Rawat, M. Debbarma, and K. Sudhakar, \"Performance of a solar panel with water immersion cooling technique,\" International Journal of Science, Environment and Technology, vol. 3, no. 3, pp. 1161-1172, 2014. [18]\tS. Nada and D. El-Nagar, \"Possibility of using PCMs in temperature control and performance enhancements of free stand and building integrated PV modules,\" Renewable energy, vol. 127, pp. 630-641, 2018. [19]\tQ. Hassan, M. Jaszczur, E. Przenzak, and J. Abdulateef, \"The PV cell temperature effect on the energy production and module efficiency,\" Contemporary Problems of Power Engineering and Environmental Protection, vol. 33, p. 1, 2016. [20]\tP. Dash and N. Gupta, \"Effect of temperature on power output from different commercially available photovoltaic modules,\" International Journal of Engineering Research and Applications, vol. 5, no. 1, pp. 148-151, 2015. [21]\tA. S. Alghamdi, A. S. Bahaj, L. S. Blunden, and Y. Wu, \"Dust Removal from Solar PV Modules by Automated Cleaning Systems,\" Energies, vol. 12, no. 15, p. 2923, 2019. [Online]. Available: https://www.mdpi.com/1996-1073/12/15/2923. [22]\tC. Huang et al., \"Development of Intelligent Solar Panel Cleaning System with Fuzzy Logic Theorem,\" Applied Mechanics and Materials, vol. 479-480, pp. 565-569, 12/01 2013, doi: 10.4028/www.scientific.net/AMM.479-480.565. [23]\tM. F. Wasim, M. W. Ashraf, S. Tayyaba, B. Ali, and N. Afzulpurkar, \"Nano Generator Simulation Using Fuzzy Logic,\" Journal of Engineering Research and Technology, vol. 2, no. 4, 2016. [24]\tB. Ali, M. W. Ashraf, S. Tayyaba, and M. F. Wasim, \"MEMS Based Energy Harvesting Controler Using Fuzzy Logic,\" Journal of Engineering Research and Technology, vol. 2, no. 3, 2016."]}