%0 Journal Article
%K Energy efficiency
%K Energy use
%K Building simulation
%K Energy modeling
%K Occupant behavior
%A Da Yan
%A William O'Brien
%A Tianzhen Hong
%A Xiaohang Feng
%A H. H Burak Gunay
%A Farhang Tahmasebi
%A Ardeshir Mahdavi
%B Energy and Buildings
%D 2015
%P 264-278
%R 10.1016/j.enbuild.2015.08.032
%T Occupant Behavior Modeling for Building  Performance Simulation: Current State and Future Challenges
%V 107
%2 LBNL-1004504
%8 11/2015
%X <p>Occupant behavior is now widely recognized as a major contributing factor to uncertainty of building performance. While a surge of research on the topic has occurred over the past four decades, and particularly the past few years, there are many gaps in knowledge and limitations to current methodologies. This paper outlines the state-of-the-art research, current obstacles and future needs and directions for the following four-step iterative process: (1) occupant monitoring and data collection, (2) model development, (3) model evaluation, and (4) model implementation into building simulation tools. Major themes include the need for greater rigor in experimental methodologies; detailed, honest, and candid reporting of methods and results; and development of an efficient means to implement occupant behavior models and integrate them into building energy modeling programs.</p>