A regression-based approach to estimating retrofit savings using the Building Performance Database

T Walter, MD Sohn - Applied energy, 2016 - Elsevier
Retrofitting building systems is known to provide cost-effective energy savings. However,
prioritizing retrofits and computing their expected energy savings and cost/benefits can be a …

Exploratory analysis of energy use across building types and geographic regions in the United States

MD Sohn, LN Dunn - Frontiers in Built Environment, 2019 - frontiersin.org
Collecting energy use data is becoming common practice in the buildings sector. Current
applications include understanding regional energy flows in the building stock, and tracking …

Big data analytics in the building industry

MA Berger, PA Mathew, T Walter - 2016 - escholarship.org
Catalyzed by recent market, technology, and policy trends, energy data collection in the
building industry is becoming more widespread. This wealth of information allows more data …

[PDF][PDF] Developing a Prototypical Energy Model of Rowhouses in Baltimore City

R Adhikari, Y Yang, W Zuo - researchgate.net
Single-family attached houses (SFAHs) refer to residential structures that share one or more
walls with neighbouring buildings, each with independent heating systems and utilities …

Description of Possible Approaches to Create and Analyse Data Model

S Hrehová - New Approaches in Management of Smart …, 2020 - Springer
At present, the level of process automation in conjunction with modern information
technology provides large data files that can serve for deeper process analysis. The aim is to …

[图书][B] Probabilistic Methods and Big-Data for Risk-Robust Building Systems

T Walter - 2015 - search.proquest.com
This dissertation explores the problem of making building design decisions when facing
complex systems with interactive effects and unreliable or inadequate information. I …