Research Project

• Analytics of energy consumption behavior from Commercial & Industrial clients

Institution(s)

• i2t Research Group, University Icesi

Main Goal

• This project proposed the use of a mobile game to teach people how to handle disposal of solid waste at conferences settings

Software Stack

• R, Python, numpy, Oracle DB

Summary

• 3 research lines: (1) Energy consumption patterns (2) Risk level qualification and (3) Energy consumption forecasting.
• Use of AI and ML techniques: Clustering (hierarchical and K-means), Dimensionality reduction (PCA and t-SNE) and ARIMA modeling.