Block Configuration Modeling : A novel simulation model to emulate building occupant peer networks and their impact on building energy consumption
|Journal / Publication||Applied Energy|
|Publication status||Published - May 2013|
|Link to Scopus||https://www.scopus.com/record/display.uri?eid=2-s2.0-84873543295&origin=recordpage|
Recent research has shown that providing building occupants with eco-feedback regarding their own energy consumption and the consumption of others in their peer network can lead to substantial energy savings. While empirical eco-feedback studies have provided valuable insights into the dynamics of energy consumption behavior and building occupant peer networks, such studies have faced challenges in examining consumption behavior in larger and more complex peer networks. Computer simulation and random network models offer a solution to this scalability issue, but current random network models are limited in their ability to mimic real world building occupant networks. In this paper, we propose a refined random network model, the Block Configuration Model, and utilize it in an agent-based energy consumption simulation. Results indicate that the Block Configuration Model is more accurate than conventional models when compared to empirical data from three different eco-feedback experiments. The Block Configuration Model advances our understanding of the dynamics of occupant energy consumption and provides a tool to reduce energy consumption and associated emissions. © 2013 Elsevier Ltd.
- Block Configuration Model, Eco-feedback, Energy efficiency, Networks, Peer networks, Simulation
Applied Energy, Vol. 105, 05.2013, p. 358-368.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal
Chen, J, Jain, RK & Taylor, JE 2013, 'Block Configuration Modeling: A novel simulation model to emulate building occupant peer networks and their impact on building energy consumption', Applied Energy, vol. 105, pp. 358-368. https://doi.org/10.1016/j.apenergy.2012.12.036
Chen, J., Jain, R. K., & Taylor, J. E. (2013). Block Configuration Modeling: A novel simulation model to emulate building occupant peer networks and their impact on building energy consumption. Applied Energy, 105, 358-368. https://doi.org/10.1016/j.apenergy.2012.12.036