In the Labs21 Benchmarking Tool: - Generate a comparative analysis of process/plug load (in W/sf) - The Labs21 Energy Analysis Study has data on peak load impacts of different plug load assumptions (section 2.6)

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The Labs21 program, a joint program of the US EPA and US DOE, has developed two resources specifically for assessing laboratory energy and environmental performance: - An energy benchmarking tool which allows users to compare laboratories using a …

NEW: Full PDF list of LBT data fields is available here.. EXISTING LABS21 BENCHMARKING TOOL USERS: Your account has been migrated to the LBT! See the FAQs for instructions on how to access your data. The Labs21 Energy Benchmarking Tool is a Web-based database tool that contains energy use information from more than 200 laboratory facilities. It allows users to benchmark energy performance in terms of whole-building metrics (e.g., BTU/sf-yr) as well as system-level metrics (e.g., ventilation W/cfm).

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Much of the benchmarking data are drawn from the Labs21 benchmarking database and technical guides. "The Demand for Lab Benchmarking," Jacob Werner "The Evolution of the Labs21 Benchmarking Tool," Alison Farmer "Future Directions for Lab Benchmarking," Alison Farmer; The working group convened via conference call on July 11, 2016. View the meeting minutes. The working group convened via conference call on May 3, 2016. View the meeting minutes. Benchmark Analysis By default, all buildings are shown on the charts.

process loads) that cause energy Labs21 Benchmarking tool Labs211 developed a web-based database tool to collect, analyze and display benchmarking data on laboratories (http://labs21benchmarking.lbl.gov/). The tool allows users to benchmark their facility using a range of building and system level metrics as shown in Table 1.

The Labs21 Energy Benchmarking Tool is a Web-based database tool that contains energy use information from more than 200 laboratory facilities. It allows users to benchmark energy performance in terms of whole-building metrics (e.g., BTU/sf-yr) as well as system-level metrics (e.g., ventilation W/cfm).

Tool to provide current reports and comparative charts for participants. The U.S. Department of Energy's Office of Scientific and Technical Information @article{osti_983248, title = {Self-benchmarking Guide for Data Centers: Metrics, Benchmarks, Actions}, author = {Mathew, Paul and Ganguly, Srirupa and Greenberg, Steve and Sartor, Dale}, abstractNote = {This guide describes energy efficiency metrics and benchmarks that can be used to track the performance of and identify potential opportunities to reduce energy use in data centers. With the client’s high sustainability standards in mind, Arup helped CIAT understand the path to LEED Platinum certification and Labs21 benchmarking, and also introduced The Living Building Challenge as another potential rigorous sustainability avenue. Benchmarks as Screening Tool Source Lee Norford (2001) 30 (No Transcript) 31 ENERGY STAR Building Label 32 Labs21 Benchmarking Tool Data Input 33 Labs21 Benchmarking Tool Analysis 34 Cal-ARCH Web-based Benchmarking 35 Capturing Benchmarks with Design Intent Documentation 36 Approach.

With the client's high sustainability standards in mind, Arup helped CIAT understand the path to LEED Platinum certification and Labs21 benchmarking, and also 

The past year has seen the biggest shake–up in lab benchmarking since 2002: the old Labs21 Benchmarking Tool was retired and the new Laboratory Benchmarking Tool (LBT) was launched in March 2019. Funded by DOE and developed by I2SL, LBNL, and kW Engineering, the LBT includes a modern graphing interface, updated data fields, and greatly expanded filtering capabilities. The Labs21 Benchmarking tool has been retired from service and the old web address now redirects here. The dataset behind the Labs21 tool has been incorporated into an extension to the Building Performance Database and it's now available through the LBT instead. Labs21 Benchmarking Tool – Vent. W/cfm standard good better Standard, good, better benchmarks as defined in “How-low Can You go: Low-Pressure Drop Laboratory Design” by Dale Sartor and John Weale Energy Benchmarking Energy use data for laboratory systems and buildings. Overview resources: Intro to Low-Energy Design Overview of key strategies for high performance labs.

The peer group should be a sub set of buildings in the Labs21 database that have similar characteristics in terms of climate zone, lab type, lab area ratio and occupancy hours.
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Labs21 benchmarking

• A new, enhanced benchmarking tool for lab buildings • Replaces the venerable Labs21 Benchmarking Tool • Continues long-term collaboration between I2SL and LBNL • The new Lab Benchmarking Tool will: • Retain access to the unsurpassed Labs21 dataset, crowdsourced over past 15 years: 639 buildings, 120 million sf (5% of US total) Energy Benchmarking allows laboratory owners to compare the performance of their laboratory facilities to similar facilities, and thereby help identify potential energy cost savings opportunities.

This guide builds on prior research supported by the national Laboratories for the 21st Century (Labs21) program, supported by the U.S. Department of Energy and the U.S. Environmental Protection Agency. Much of the benchmarking data are drawn from the Labs21 benchmarking database and technical guides. Tools and resources for lab benchmarking have always been limited, and the Labs21 Benchmarking Tool was really the only game in town.
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Benchmark Labs is a leading provider of IoT based weather forecasting solutions for the agriculture, energy, and insurance sectors. Tired of looking in the 

While the Labs21 benchmarking tool allows for simple data filtering of key characteristics (climate zone, lab area ratio, lab type, occupancy hours), there may be other characteristics (e.g. process loads) that cause energy Labs21 Benchmarking tool Labs211 developed a web-based database tool to collect, analyze and display benchmarking data on laboratories (http://labs21benchmarking.lbl.gov/). The tool allows users to benchmark their facility using a range of building and system level metrics as shown in Table 1. "The Demand for Lab Benchmarking," Jacob Werner "The Evolution of the Labs21 Benchmarking Tool," Alison Farmer "Future Directions for Lab Benchmarking," Alison Farmer; The working group convened via conference call on July 11, 2016. View the meeting minutes.