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BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting
The BuildingsBench datasets consist of:
Buildings-900K: A large-scale dataset of 900K buildings for pretraining models on the task of short-term load forecasting (STLF). Buildings-900K is statistically representative of the entire U.S. building stock.
7 real residential and com...
Emami, P. and Graf, P. National Renewable Energy Laboratory
Dec 31, 2018
6 Resources
0 Stars
Publicly accessible
6 Resources
0 Stars
Publicly accessible
Short Term Monitoring Results for Advanced New Construction Test House Roseville California
TO2 3.3.2: Eval. of NC Packages Roseville, CA
A test house constructed in Roseville, California, has a modeled energy savings of 60% with respect to the Building America House Simulation Protocols (Hendron and Engebrecht 2010). This prototype is a 2,253-ft2 single-story slab-on-g...
Rapport, A. et al Ibacos Innovation
Apr 27, 2016
1 Resources
0 Stars
In curation
1 Resources
0 Stars
In curation
Field Evaluation of a Near Zero Energy Home in Oklahoma
Ideal Homes built a Zero Energy Home (ZEH) in Edmond, OK, (a suburb of Oklahoma City) using an extensive package of energy efficient technologies and a photovoltaic array for site electricity generation. The ZEH is part of a demonstration project to exhibit high efficiency techno...
Hendron, R. et al National Renewable Energy Laboratory
Sep 21, 2016
12 Resources
0 Stars
In curation
12 Resources
0 Stars
In curation
Solar Row Zero Energy Townhomes Boulder, CO
Wonderland Development has constructed a new "near zero energy" row home design in North Boulder consisting of 9 units: one 5-plex and two duplexes. NREL has performed short-term tests and installed long-term monitoring equipment in three of these units. Two of these units used a ...
Norton, P. et al National Renewable Energy Laboratory
Sep 27, 2016
11 Resources
0 Stars
Publicly accessible
11 Resources
0 Stars
Publicly accessible
Performance Analysis of a Modular Small-Diameter Air Distribution System
TO5 2.2.3: Modular Small-Diam. Air Distrib. System
Previous work by the U.S. Department of Energy's Building America research team IBACOS and other Building America teams has shown that for all but the most simple house geometries conditioned air must be supplied to each thermal ...
Poerschke, A. and Rudd, A. Ibacos Innovation
Apr 27, 2016
1 Resources
0 Stars
In curation
1 Resources
0 Stars
In curation
Modeled Performance of the Hathaway Solar Patriot house Washington D.C
This Dataset contains field research raw data, analysis spreadsheet, photos, and final report from the Hathaway Solar Patriot House Building America Case Study project.
This dataset details the monitored and modeled performance of a solar home outside of Washington, D.C. We model...
Norton, P. et al National Renewable Energy Laboratory
Jun 20, 2016
5 Resources
0 Stars
Publicly accessible
5 Resources
0 Stars
Publicly accessible
Evaluation of a High Performance Solar Home in Loveland, Colorado
Building America (BA) partner McStain Neighborhoods built the Discovery House in Loveland, Colorado, with an extensive package of energy-efficient features, including a high-performance envelope, efficient mechanical systems, a solar water heater integrated with the space-heating ...
Hendron, R. et al National Renewable Energy Laboratory
Aug 10, 2016
5 Resources
0 Stars
In curation
5 Resources
0 Stars
In curation
Field Test: Aspen, Colorado Burlingame Affordable Housing
Case study of Shaw Construction who worked with Building America research partner Building Science Corporation to design affordable HERS-54 townhouses with central solar radiator space heating, PV, R-28 closed-cell spray foam under slab and R-26 in advanced framed walls, and rigid...
Hendron, R. et al National Renewable Energy Laboratory
Jun 22, 2016
14 Resources
0 Stars
In curation
14 Resources
0 Stars
In curation
High-performance green building on Hilton Head Island
Introducing the market to high-performance green building on Hilton Head Island.
Coastal Habitats constructed a series of Building America (BA) homes at the Bryant Park community in Hilton Head, SC. Based on analysis by Building Science Corporation (BSC), the homes were expected ...
Rudd, A. and Feldman, H. Advanced Building Systems
Aug 10, 2016
6 Resources
0 Stars
In curation
6 Resources
0 Stars
In curation
Commissioning of the Fresno, California, Retrofit Unoccupied Test House
TO2 2.2.2: Hot-Dry Unoccupied Commissioning
TO2 7.2.2: Test-Out of Hoy-Dry Unocc. Test House
TO3 2.2.2: Case Study Slab Edge Insulation
Commissioning of instrumentation and limited short-term testing have been completed on a retrofit unoccupied test house in Fresno, California. T...
Rapport, A. et al Ibacos Innovation
Apr 27, 2016
2 Resources
0 Stars
In curation
2 Resources
0 Stars
In curation
Alys Beach Homes
This dataset is the project results from field research on one Building America home in the Alys Beach community.
The beach side community of Alys Beach was built by Wave Construction in north Florida using hurricane resistant construction, while incorporating energy efficient te...
Norton, P. paulnorton.net
Jun 20, 2016
4 Resources
0 Stars
In curation
4 Resources
0 Stars
In curation
Brookfield Homes Passive House Performance Evaluation
TO4 3.1.3: Brookfield Homes Short-Term Results
TO5 3.1.3: Brookfield Passive House Monitoring
To further define its market position on high performance homebuilding, Brookfield worked with IBACOS and the Building America program to design and construct a Passive House (PH) certif...
Beach, R. et al Ibacos Innovation
Apr 27, 2016
4 Resources
0 Stars
Publicly accessible
4 Resources
0 Stars
Publicly accessible
Greenbuilt Construction Energy Efficiency Retrofit House Demonstration Sacramento
One of the homes that was part of Sacramento Municipal Utility District's (SMUD) Energy Efficiency Retrofit Demonstration (EERD) project was a 1980's era home in Fair Oaks, California, referred to as the Greenbuilt house, as Greenbuilt Construction completed the retrofit of the h...
Sparn, B. et al Mountain Energy Partnership
Aug 27, 2018
8 Resources
0 Stars
Publicly accessible
8 Resources
0 Stars
Publicly accessible
CORE: An Evaluation of Affordable Prototype Houses at Two Levels of Energy Efficiency
"Two high-performance prototype houses were built in Carbondale, Colorado, as part of the US Department of Energy's Building America (BA) Program. Each prototype was a 1256 ft2 (117 m2), one-story, three-bedroom house and met the local requirements for affordable housing. The auth...
Hendron, R. et al National Renewable Energy Laboratory
Jul 21, 2016
10 Resources
0 Stars
In curation
10 Resources
0 Stars
In curation
The Van Geet Off-Grid Home: An Integrated Approach to Energy Savings Denver, CO
The Van Geet home near Denver, Colorado, demonstrates the successful integration of energy conservation measures and renewable energy supply in a beautiful, comfortable, energy efficient, 295-m2 (3,176-ft2) off-grid home in a cold, sunny climate. Features include a tight envelope,...
Barley, D. et al National Renewable Energy Laboratory
Sep 22, 2016
9 Resources
0 Stars
In curation
9 Resources
0 Stars
In curation
ZETA Communities Zero Energy Modular Home in Oakland, CA
ZETA Communities is a startup company that has a mission of building energy efficient and/or net zero modular houses at costs competitive with local construction. They recently completed their first prototype, the live-work townhome: an infill project located in a mixed industrial...
Ueno, K. Building Science Corporation
Sep 29, 2016
14 Resources
0 Stars
In curation
14 Resources
0 Stars
In curation