In this webinar, Lead Data Scientist Riley Cook shared how AMI data supports sustainability, citing major cuts in carbon emissions and coal use since 2005, and targets for 100% renewable electricity by 2030.
Riley discussed using AWB’s methods for EV detection, validation, and integrating EV data into load forecasting. Cook also covered heat pump and heating classification models that aid in load prediction and revenue recovery, noting an 82% match between Nova Scotia Power’s and AWB’s models. He highlighted the effects of critical peak pricing on load shifts and strategies for managing electrified loads. The session ended with future plans for predictive modeling and advanced machine learning in demand response, followed by a Q&A.
