TY - JOUR KW - Smart buildings KW - Demand flexibility KW - Grid-interactive buildings KW - Semantic Models AU - Lazlo Paul AU - Flavia De Andrade Pereira AU - Anand Prakash AU - Sang woo Ham AU - Jingjuan Feng AU - Rich Brown AU - Marco Pritoni AB -

Grid-interactive efficient buildings (GEBs) with flexible loads are a promising method to decarbonize buildings and support the grid. Despite the promising benefits of GEBs, automation systems managing flexible loads in response to grid signals are still uncommon in US commercial buildings. Recent literature showcases control solutions of this nature; however, they frequently depend on customized integrations that lack the essential tools and drivers required for scalability. To address these gaps, we created a workflow and software platform, called Open Building Operating System (OpenBOS). The software uses ASHRAE standard 223 P to improve scalability of GEB applications. It also provides access to a virtual testing environment, enabling the evaluation of control algorithms prior to their deployment in the field to mitigate the risk of system malfunctions or underperformance. Using the workflow and OpenBOS platform, two GEB applications were developed, deployed and tested in a simulated environment and a real building. Notably, the GEB applications significantly reduced energy costs by 28% and 23% respectively, compared to the baseline. Furthermore, amidst a shed event, demand savings amounted to 45% and 47%, while ensuring a minimal impact on comfort. The paper outlines insights gained and potential avenues for future research stemming from these novel tools.

BT - Science and Technology for the Built Environment DA - 16/03/2025 DO - 10.1080/23744731.2024.2444819 IS - 3 N2 -

Grid-interactive efficient buildings (GEBs) with flexible loads are a promising method to decarbonize buildings and support the grid. Despite the promising benefits of GEBs, automation systems managing flexible loads in response to grid signals are still uncommon in US commercial buildings. Recent literature showcases control solutions of this nature; however, they frequently depend on customized integrations that lack the essential tools and drivers required for scalability. To address these gaps, we created a workflow and software platform, called Open Building Operating System (OpenBOS). The software uses ASHRAE standard 223 P to improve scalability of GEB applications. It also provides access to a virtual testing environment, enabling the evaluation of control algorithms prior to their deployment in the field to mitigate the risk of system malfunctions or underperformance. Using the workflow and OpenBOS platform, two GEB applications were developed, deployed and tested in a simulated environment and a real building. Notably, the GEB applications significantly reduced energy costs by 28% and 23% respectively, compared to the baseline. Furthermore, amidst a shed event, demand savings amounted to 45% and 47%, while ensuring a minimal impact on comfort. The paper outlines insights gained and potential avenues for future research stemming from these novel tools.

PB - Informa UK Limited PY - 2025 SP - 294 EP - 311 T2 - Science and Technology for the Built Environment TI - Open building operating system: a grid-responsive semantics-driven control platform for buildings UR - https://doi.org/10.1080/23744731.2024.2444819 VL - 31 SN - 2374-4731, 2374-474X ER -