2019 article

Metamodels to assess the thermal performance of naturally ventilated, low-cost houses in Brazil

Rossi, M. M., Favretto, A. P. O., Grassi, C., DeCarolis, J., Cho, S., Hill, D., … Ranjithan, R. (2019, September 23). Energy and Buildings, Vol. 204.

By: M. Rossi*, A. Favretto*, C. Grassi*, J. DeCarolis n, S. Cho n, D. Hill n, K. Chvatal*, R. Ranjithan n

author keywords: Passive design; Natural ventilation; Metamodel; Multivariate regression; Early design
topics (OpenAlex): Building Energy and Comfort Optimization; Sustainable Building Design and Assessment; Urban Heat Island Mitigation
TL;DR: The proposed metamodels can quickly and accurately assess the thermal performance of naturally ventilated low-cost houses during early design and can be used to guide professionals during the early design stages, and for educational purposes in building design pedagogy. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: December 9, 2019

2012 journal article

Multivariate regression as an energy assessment tool in early building design

Building and Environment, 57, 165–175.

By: J. Hygh, J. DeCarolis*, D. Hill n & S. Ranji Ranjithan*

author keywords: EnergyPlus; Monte Carlo simulation; Multivariate regression; Sensitivity analysis
topics (OpenAlex): Building Energy and Comfort Optimization; Wind and Air Flow Studies; Sustainable Building Design and Assessment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Crossref, Web Of Science, NC State University Libraries
Added: August 6, 2018

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