September 19, 2024
Journal Article

A New Database of Building-Space-Specific Internal Loads and Load Schedules for Performance Based Code Compliance Modeling of Commercial Buildings

Abstract

Building-level loads and load profiles prescribed by current modeling rules save modelers time and avoid gaming during whole building performance modeling. However, recent studies show that they sometimes insufficiently capture the entire building performance due to the varied loads and load profiles for different space types. As a solution to this issue, this paper develops a database of building-space-specific loads and load profiles used in code compliance modeling. The existing sets of loads and load profiles are reviewed and the challenges behind using them for specific research topics are discussed. Then, the proposed method to develop the building-space-specific loads and load profiles is introduced. After that, the database for these building-space-specific loads and load profiles is presented. In addition, one case is studied to demonstrate the applications of these loads and load profiles. In this case study, three methods are used to develop building energy models: space-specific (using knowledge of the distribution and location of space types and applying the space-specific data in the developed database), building-level (assuming a lack of knowledge of the space types and using the building-level data in the developed database), and calculated-ratio (assuming knowledge of the distribution of space types but not their locations and calculating weighted average values based on the space-specific data in the developed database). The energy results simulated by using these three methods are compared, which show building-level methods can produce energy results up to 20% different than the space-specific methods. Finally, this paper discusses the application scope and maintenance of this new database.

Published: September 19, 2024

Citation

Ye Y., C.A. Faulkner, W. Jung, J. Zhang, and B.T. Eli. 2024. A New Database of Building-Space-Specific Internal Loads and Load Schedules for Performance Based Code Compliance Modeling of Commercial Buildings. Building Simulation 17, no. 6:877–892. PNNL-SA-188471. doi:10.1007/s12273-024-1111-z

Research topics