Empowering an Energy Utilities firm with Advanced Analytics Solutions

Client Overview

The client develops, sells and services energy analytics software to renewable energy producers, OEMs, transmission and distribution utilities, and other energy companies.

Business Challenges

  1. Develop demand forecasting models for distribution companies using the data flux from weather reports, historical energy consumption data, and
    IoT sensor data.
  2. Develop survival models based on data collected from weather forecasts and wind turbine sensors for determining when to conduct preventive maintenance on poorly performing wind turbines.