Campus Units

Architecture, Civil, Construction and Environmental Engineering

Document Type

Conference Proceeding

Conference

Symposium on Simulation for Architecture & Urban Design (SimAUD 2019)

Publication Version

Published Version

Publication Date

2019

Journal or Book Title

Proceedings of the Symposium on Simulation for Architecture & Urban Design

First Page

95

Last Page

102

Conference Title

Symposium on Simulation for Architecture & Urban Design (SimAUD 2019)

Conference Date

April 7-9, 2019

City

Atlanta, GA

Abstract

Occupants’ presence and activity schedules directly influence residential energy consumption loads. Regardless of their widely acknowledged importance, developing proper representative occupancy inputs for urban energy use studies of residential neighborhoods remains to be a challenge to overcome. The presented work aims to balance between accuracy and complexity of such occupancy models by developing a technique that takes advantage of a previously proposed sophisticated method for schedule generation and attempts to refine and simplify its results for practicality purposes.

Here, we used a Markov chain transition probability matrix based on the American Time-Use Survey (ATUS) database and selectively refined its outputs according to the data collected from our own designated population of study. The resulting refined schedules were incorporated into the Urban Modeling Interface (umi) interface and were then tested on our pilot case study, a relatively low-income dense neighborhood in the Midwestern United States composed of 272 residential buildings. An initial investigation of this technique’s performance suggests that while the use of the ATUS based model provided a high level of variability and sophistication, the customization step ensured that the resulting schedules are representative of our population and its characteristics. More importantly, we were able to maintain simplicity and practicality.

Comments

This proceeding is published as Malekpour Koupaei, Diba, Farzad Hashemi, Vinciane Tabard-Fortecoëf, and Ulrike Passe. “A Technique for Developing High-Resolution Residential Occupancy Schedules for Urban Energy Models.” In Proceedings of the Symposium for Architecture and Urban Design (eds. Siobhan Rockcastle, Tarek Rakha, Carlos Cerezo Davila, Dimitris Papanikolaou, and Tea Zakula.) SimAUD 2019: 95-102. Atlanta, GA. April 7-9, 2019. Posted with permission.

Copyright Owner

Society for Modeling & Simulation International (SCS)

Language

en

File Format

application/pdf

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Article Location

 
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