Data visualization and analysis of energy flow on a multi-zone building scale
Modern commercial buildings' resource consumption is metered at various levels of spatial and temporal resolution to track and reduce energy use and greenhouse gas emissions. However, not all data that could be used to detect faults or identify efficiency improvements are available due to the cost of meters and inaccessibility of the data they produce. In the field of building operation, building performance simulation (BPS) can help in quantifying unmeasured energy flows, for instance solar gains, heat loss from infiltration, etc. Furthermore, integrating building information modeling (BIM) in building operation and maintenance can decrease operation risk and costs, as well as maintain facility management quality. However, in practice there is a lack of efficient utilization of this application by building operators. The aim of this paper is to provide an integrated framework to estimate and visualize energy flows and the associated cost. The framework consists of 1) developing a BIM model, 2) converting the BIM model to a BPS model, 3) calibrating the model, and 4) visualizing energy and cost flows using Sankey diagrams. The study demonstrates this framework on a real-world case study, and hence provides a comprehensive energy use assessment on the building level to facilitate the decision-making by building operators. Finally, the results of a survey that was deployed to a sample user group to assess the usability and effectiveness of the proposed Sankey diagrams are provided.
|Keywords||BIM (building information modeling), BPS (building performance simulation), Energy flows in buildings, Model calibration, Sankey diagrams|
|Journal||Automation in Construction|
Abdelalim, A. (Aly), O'Brien, W, & Shi, Z. (Zixiao). (2017). Data visualization and analysis of energy flow on a multi-zone building scale. Automation in Construction, 84, 258–273. doi:10.1016/j.autcon.2017.09.012