Renewable energy can be unpredictable

Inspiration The growing dependence on renewable energy sources like solar and wind inspired us to explore their real-world limitations. While these sources are clean and sustainable, they are highly dependent on environmental conditions such as sunlight, wind speed, and weather changes. This unpredictability motivated us to study how it affects energy generation and reliability. What it does Our project highlights how renewable energy sources can fluctuate due to natural factors. It demonstrates variations in power generation using sample data or simulations and shows how inconsistent energy supply can impact daily usage. The project may also suggest solutions like energy storage systems or hybrid energy models to overcome these issues. How we built it We built this project by collecting or simulating data related to solar and wind energy production under different conditions. Using simple tools like charts, graphs, or a basic application (such as Python or Streamlit), we visualized how energy output changes over time. We also included basic logic to compare stable vs. unstable energy supply. Challenges we ran into One of the main challenges was understanding and representing real-world data accurately. Renewable energy depends on many unpredictable factors, making it difficult to simulate perfectly. Another challenge was designing a system that clearly explains the problem in a simple and understandable way. Accomplishments that we're proud of We successfully created a project that clearly explains a complex real-world issue in a simple manner. Our model effectively shows how renewable energy can vary and why backup systems are important. We are proud of making an informative and practical project that raises awareness about energy reliability. What we learned Through this project, we learned that renewable energy, while eco-friendly, requires proper management and support systems like batteries and smart grids. We also improved our skills in data analysis, problem-solving, and presenting technical concepts clearly.

Built With

• analyzing
• api
• app
• build
• calculations
• control
• data
• energy
• fetch
• git
• github
• handling
• interactive
• logic
• matplotlib
• numerical
• numpy
• openweather
• pandas
• plotly
• processing
• project
• python
• real-time
• streamlit
• version
• visualization
• weather
• web