Cambridge Energy Data Lab

CEDL creates intelligent predictive models for energy consumption.

We are an energetic, future-¬oriented startup based in Cambridge, UK. Our mission is to accelerate and assist with the dawning of mass renewable energy adaptation by optimising energy demand and supply with the help of data technology. Using energy data collected from households via smart meters, we seek to analyse user behaviour and derive intelligent predictive models for energy consumption. We aim our services to strike at the core of issues related to the renewable generation intermittency and overall energy demand. Our advantages are numerous, including: • A dynamic team of data scientists, developers, and researchers from some of the best universities in the world • Focused research investment in energy data analysis, with special attention on the impact of smart meters • Advanced data sets derived from real-world, live smart meter installs Time-of-use (TOU) algorithm analysis—a novel method that takes advantage of the most recent developments in machine learning—is the centerpiece of our product offerings and is what makes us different. Using this method, we are able to better understand energy consumption behavior, leading to capabilities in short-term and long-term forecasting, user segmentation, bill reporting, consumption visualization, macro behavioural shift prediction, energy auditing and fraud detection. At CEDL, we are exploring new verticals in winning business and building upon our current consultancy services within the UK and European market. Additionally, we are poised to take advantage of the quickly ¬growing Asian market through our partnerships and operations in Hong Kong and Japan. Our solutions have been employed with great success at Enechange, currently Japan’s largest energy tariff switching service.