EEE178 PPT Themedfsdfs.pptx [Autosaved].pptx

sd

1. < REAL-TIME ANALYSIS OF DUST ACCUMULATION IMPACT ON PHOTOVOLTAIC PANELS’ PERFORMANCE > Friday, 23 August 2024 Angelo Reo D. Castro Researcher

2. BACKGROUND OF THE STUDY Friday, 23 August 2024 Impact of Dust Accumulation on Solar Panels Efficiency Advanced image processing Real-world data vs. lab-based studies Improved cleaning strategies Better solar panel maintenance Increased energy efficiency

3. STATEMENT OF THE PROBLEM Friday, 23 August 2024 This research aims to provide a comprehensive, empirical investigation of dust impacts on solar panel performance through direct observation and measurement. The primary objectives of this study are: To systematically document the power output and natural accumulation of dust on PV solar panels over time. Develop and implement advanced image processing techniques to quantitatively measure the extent and characteristics of dust accumulation on PV solar panels. Conduct a comprehensive analysis of how dust accumulation correlates with changes in solar panel performance, examining the direct relationship between dust coverage and power output in daily, weekly and monthly in three-month tests. To measure the power efficiency of PV solar panels over daily, weekly, and monthly intervals in three months test.

4. SIGNIFICANCE OF THE STUDY Friday, 23 August 2024 Impact of Dust Accumulation on Solar PV Efficiency Generation Sector Solar Panel Operators Future Researchers Researchers

5. SCOPE AND DELIMITATIONS Friday, 23 August 2024 Scope: Investigates the impact of naturally occurring dust accumulation on photovoltaic (PV) panel performance over time. Focuses on power output degradation caused by natural dust under real-world environmental conditions. Utilizes image processing techniques to quantify dust accumulation. Provides practical insights to optimize solar energy systems. Methodology Delimitations: Exclusion of Other Environmental Factors Geographical Context Time Frame

6. REVIEW OF RELATED LITERATURE AND STUDIES Friday, 23 August 2024 1. Analysis of Dust Particles on Solar Photovoltaic Panels This subsection effectively connects the problem of dust accumulation to energy loss. The mention of physical characteristics of dust aligns with the study’s focus on quantifying dust patterns using image processing techniques. 2. Dust Clumping in Solar Panels The regional perspective (Iraq) illustrates real-world applications, enhancing the practical significance of this study. The findings justify the need for detailed analysis of dust patterns on solar panels, further supporting this study’s goals. Optimal Solar Panel Orientation and Tilt Angle It complements your study by showcasing the diverse impacts of different dust types, potentially informing image processing algorithms tailored to distinguish and measure specific dust particles. The focus on tilt angles offers an additional variable for evaluating dust accumulation. Image Preprocessing Emphasizing preprocessing methods like contrast enhancement and resizing strengthens the reliability of subsequent analysis. Image Segmentation Highlighting OpenCV's tools reinforces the technical rigor of your study and offers a reliable framework for implementation.

7. METHODOLOGY Friday, 23 August 2024

8. THANK YOUUUUUU <3