Case study

In this case study, we will take a look at a fictional green tech company called GreenCo123, which specializes in optimizing energy consumption in commercial buildings. They’re working on developing the next generation of their energy management system, GridOS. This latest version will include AI features. The goal of this evolving product is to help businesses reduce energy costs, lower carbon emissions, and improve building sustainability by predicting energy demand and automating HVAC systems, lighting, and other energy-intensive operations.

GreenCo123 looked into the following features for bolstering GridOS with AI capabilities:

• Energy demand forecasting: Time-series analysis and predictive modeling were done using LSTMs to handle time-dependent data used for predicting the energy demand of a building based on historical usage data, occupancy patterns, and operations schedules. This internal data was appended with external data like weather...