Decomposing core energy factor structure of U.S. residential buildings through principal component analysis with variable clustering on high-dimensional mixed data

Author:

Wang Endong

Funder

PREP award

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference67 articles.

1. EIA. Monthly energy review; 2016. http://www.eia.gov/totalenergy/data/monthly.

2. Benchmarking residential energy use;Macdonald,2000

3. DOE. Energy efficiency standards for federal buildings; 2015. https://www.energycodes.gov/energy-efficiency-standards-federal-buildings.

4. Holcomb D, Li W, Seshia S. Algorithms for green buildings: learning-based techniques for energy prediction and fault diagnosis. Technical report, UCB/EECS-2009-138; 2009.

5. An estimation methodology for the dynamic operational rating of a new residential building using the advanced case-based reasoning and stochastic approaches;Hong;Appl Energy,2015

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