Architecture Commons^™

Identifying Key Variables And Interactions In Statistical Models Of Building Energy Consumption Using Regularization, David Hsu

David Hsu

Statistical models can only be as good as the data put into them. Data about energy consumption continues to grow, particularly its non-technical aspects, but these variables are often interpreted differently among disciplines, datasets, and contexts. Selecting key variables and interactions is therefore an important step in achieving more accurate predictions, better interpretation, and identification of key subgroups for further analysis.

This paper therefore makes two main contributions to the modeling and analysis of energy consumption of buildings. First, it introduces regularization, also known as penalized regression, for principled selection of variables and interactions. Second, this approach is demonstrated by …

Assessing Occupant Comfort In An Iconic Sustainable Education Building, Rick Best, Brian Purdey

Rick Best

The building that houses the Mirvac School of Sustainable Development at Bond University is the first educational building to achieve a six Green Star rating from the Green Building Council of Australia. It has won numerous awards since opening in August 2008 including being judged the RICS (Royal Institution of Chartered Surveyors) Sustainable Building of 2009. After more than two years in use a post-occupancy evaluation study was carried out to assess the performance of the building from the viewpoint of the users; both resident staff and transient students. Results for factors such as lighting, thermal comfort, noise and air …

Building Capability For Disaster Resilience, Lynn Crawford, Craig Langston, Bhishna Bajracharya

Bhishna Bajracharya

All levels of government recognise the widespread devastation of communities by natural or other disasters. They have responded with emergency management arrangements and policies to enhance government and community capacity to anticipate, withstand and recover from disastrous events. Although the construction industry has a significant role to play, particularly in recovery and reconstruction, it has not generally been considered as a key stakeholder in building capability for disaster resilience. One barrier to more active involvement of the construction industry in disaster response and management is that traditional methods of construction project management have been criticised as too time consuming and …

Planning And Design Of Master-Planned Communities For Healthy Living, Bhishna Bajracharya, Linda Too

Bhishna Bajracharya

Due to growing health concerns linked to inactive living, a number of new master-planned communities in South East Queensland are creating supportive environments for physical activities. Varsity Lakes in Gold Coast is an example of such community which provides both infrastructures and programs to encourage active living. The objective of the paper is to examine the relationship between built environment and healthy communities through a review of current literature. Synthesising these findings, a conceptual framework is developed for supporting active and healthy living in master-planned communities. The three key factors are 1) place; 2) program and 3) partnership. This framework …

Planning And Design Of Master-Planned Communities For Healthy Living, Bhishna Bajracharya, Linda Too

Linda Too

Due to growing health concerns linked to inactive living, a number of new master-planned communities in South East Queensland are creating supportive environments for physical activities. Varsity Lakes in Gold Coast is an example of such community which provides both infrastructures and programs to encourage active living. The objective of the paper is to examine the relationship between built environment and healthy communities through a review of current literature. Synthesising these findings, a conceptual framework is developed for supporting active and healthy living in master-planned communities. The three key factors are 1) place; 2) program and 3) partnership. This framework …

2011 Scholars And Artists Bibliography, Mark Tebeau

Mark Tebeau

This bibliography was created for the annual Friends of the Michael Schwartz Library Scholars and Artists Reception, recognizing scholarly and creative achievements of Cleveland State University faculty, staff and emeriti. Mark Tebeau was the guest speaker