short term energy load forecasting

Inspiration

we are students from btech ece so we wanted to explore new things so that was our inspiration

What it does

It analyzes all the data in an town or area and predicts the energy needed for the area or town in future

How we built it

we build it using phython , r , where an ai takes all the data needed and analyzes it and according to that data it predicts the output

Challenges we ran into

data quality and availability Model Selection and Optimization Real-Time Implementation and Operational Constraints

Accomplishments that we're proud of

we are proud of the fact we gave it our all

What we learned

Advanced Machine Learning Techniques Real-Time Prediction & Grid Operations

What's next for short term energy load forecasting

Adoption of Advanced AI Models Real-Time Data Integration

Built With

• javascript
• python
• pytorch
• r
• sql