Upside Energy and Heriot-Watt University have been awarded a Knowledge Transfer Partnership (KTP) grant by Innovate UK to maximise the opportunities presented by the emerging energy demand response market. The project will use machine learning and distributed artificial intelligence methods to manage a portfolio of storage assets to provide real-time energy reserves to the grid.