{"id":218,"date":"2026-01-06T14:22:27","date_gmt":"2026-01-06T14:22:27","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/net0i\/?page_id=218"},"modified":"2026-09-09T10:02:48","modified_gmt":"2026-09-09T10:02:48","slug":"modelling","status":"publish","type":"page","link":"https:\/\/wp.lancs.ac.uk\/net0i\/modelling\/","title":{"rendered":"Modelling"},"content":{"rendered":"

Enriching Interactive Energy Dashboards with context<\/h2>\n

\"Interactive<\/p>\n

Energy management in corporate settings and public organisations is a complex subject that involves gathering, analysing, and interpreting vast amounts of energy data. Making such data accessible enables stakeholders to discuss potential savings, identify waste in consumption, and highlight opportunities for interventions.<\/span>\u00a0<\/span>Our interactive dashboard takes historical energy data and displays it in different formats, enabling comparisons between buildings and to established industry benchmarks, and analyse abnormal and anomalous energy demand. <\/span>Our dashboard can be enriched with contextual data, helping users explain why and when anomalies occur; for example, a unique event that resulted in higher-than-expected energy usage for a certain period in a specific building, or an intervention by the facility manager to save energy. Such context makes it easier for energy and building managers understand the sea of data in the context of complex building systems and their uses.<\/span><\/p>\n