Solar panels have become a popular alternative to traditional electricity. This research aims to increase its popularity among residential. Starting from the dataset about energy consumption in a Belgian family with solar panels on their roof, we analyze its relationship with local weather and properties of a house and then offer constructive advice to residentials.
- Machine Learning Algorithms：
- K-means Cluster
- Multiple Linear Regression
- Neural Network
- Support Vector Regression
- Time Series Analysis Models