Forging a New Era in Lab Benchmarking
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1 Forging a New Era in Lab Benchmarking? Alison Farmer Paul Mathew
2 Learning objectives List some ways in which high-quality benchmarking data can help to catalyze positive change as part of the new-building design process or the design of an energy efficiency program for existing buildings. Explain why benchmarking for lab buildings is more challenging than for most other types of facility. Describe the ways in which the new lab benchmarking tool will be a more useful resource than the retiring Labs21 Benchmarking Tool. Contribute to the ongoing discussion on the long-term plan for I 2 SL s lab benchmarking resources.
3 Outline Lab benchmarking background The Labs21 dataset The new lab benchmarking tool! Story and scope Sneak preview Features Feedback Naming competition Future directions Expanded features and outreach Sponsorship opportunities?
4 Defining benchmarking Am I normal? Comparing ourselves to others (or our past selves) Often energy usage (but doesn t have to be) Doing so constructively
5 Energy benchmarking applications Prioritize portfolios Certifications: LEED O&M (up to v4) ASHRAE BuildingEQ AIA 2030 challenge ENERGY STAR ISO ASHRAE energy audits Context for disclosed energy data Research and policy Conversation starter
6 Benchmarking tools Tools have become sophisticated But not for labs No Energy Star score Confusion about lab EUIs Site EUI 78.8 kbtu/sf/yr??
7 Why is it so hard for labs? Complex and detailed functional requirements But it s important Especially for context
8 Lab benchmarking resources Datasets include: CBECS Portfolio Manager Energy disclosure datasets Data aggregators Private libraries The Labs21 Benchmarking Tool
9 The Labs21 Benchmarking Tool Online crowdsourced database: Lab building energy usage Lab-specific functional requirements Developed by LBNL for Labs21 program Public since August 2002 labs21benchmarking.lbl.gov
10 Labs21 Benchmarking Tool: Dataset # buildings Typically ~40 new buildings per year Big uptick recently ! Most of the data is pretty recent
11 Labs21 Benchmarking Tool: Dataset Distribution of buildings across country
12 Labs21 Benchmarking Tool: Dataset 140 million sf of buildings 64 million sf of lab space 5-10% of total!
13 Labs21 Benchmarking Tool: Dataset Buildings from all eras
14 Labs21 Benchmarking Tool: Dataset Chem 18% Bio 21% Chem / Bio 22% Comb / Other 21% Phys 18% Lab Type Most (75%) are from R&D and academic sectors
15 Labs21 Benchmarking Tool: Dataset Large spread of energy intensity (some of it real) Average source EUI: 580 kbtu/sf/yr Average site EUI: 270 kbtu/sf/yr Median lab area: 41%
16 The Labs21 Tool: summary Good Lab-specific dataset Public Dataset unsurpassed in size Valuable dataset worth preserving Bad Accessed via clunky tool Inconsistent maintenance Some outdated fields Not national statistical sample Some data quality issues The only real game in town The source for pretty much all lab benchmarking (e.g. ASHRAE BuildingEQ, AIA 2030, LEED O&M up to v4)
17 Where do we want to go? The I 2 SL Lab Benchmarking Working Group Important recent work Plans and proposals for the future????
18 The I 2 SL Lab Benchmarking Working Group Volunteers from I 2 SL community Formed in 2014 Mostly focused on Labs21 Benchmarking Tool Preservation Understanding usage and needs Maintenance Succession?
19 Working group achievements industry benchmarking survey data QC assistance to LBNL 2016 website facelift 2017 FAQ updates 2018 NIST proposal advice 2018 Labs21 database field updates 2018 advisory role on new tool
20 Recent work: Boston GRC study 3-year study by the Boston Green Ribbon Commission s Higher Education Working Group 121 buildings, 7 academic organizations, 15 million sf High data quality, weather scatter removed, detailed data analysis Showed what is possible! Reports available online at greenribboncommission.org Data now in Labs21 dataset
21 Lab energy scores Comparison is inevitable: can we make it fair(er)? Historically too much scatter in Labs21 data Boston GRC study showed that an Energy Star-like score is feasible for labs ASHRAE BuildingEQ used the Labs21 dataset to create rankings
22 Beyond energy benchmarking Compare operational practices and policies Useful for facilities: Behind or ahead of the curve? Demonstrate that projects have been achieved elsewhere No need to reinvent from scratch Best when combined with case studies Useful for community: Take industry s pulse Identify trends
23 The wish list Usability: New tool with modern graphing capabilities Intuitive user interface Data quantity and quality More data, especially submetering data Improved data validation Modernized lab and facility classifications Automatic energy data upload (Portfolio Manager connection) Analytics Access to more data fields Energy scores Operational practices benchmarking Showcase buildings and case studies Actionable insights module Interface with rating programs
24 Tool upgrade DOE-FEMP funding to upgrade tool and enable long-term maintenance. Features Updated data fields New benchmarking metrics Completely redesigned user interface Longevity Robust professional grade software Business plan for long term support
25 Building data (ex. user PII) Data queries Data query results Software approach Users I 2 SL App User interface Analytics engine User profile data Developed and maintained by I 2 SL Industry role: user apps Federal role: data librarian API Database Developed and maintained by LBNL for DOE
26 API Leverage the DOE Building Performance Database The nation s largest publicly-accessible dataset of information about the energy use and characteristics of real buildings Over 1 million residential and commercial buildings Cleanses data from >50 sources, translated into standard format. Allows users to create third party applications through an API. DATA SOURCES AGGREGATION PLATFORM ANALYTICAL TOOLS Public Web Site Explore Tool Compare Tool Third Party Tools
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29 Timeline Application Milestones Status BPD API extension Software spec for new features Completed. Will be updated as needed Test version Nov 2018 Production version Dec 2018 New user interface Proposal for long term maintenance w/o DOE funding Outline Oct 2018 Final Dec 2018 Software spec Oct 2018 Test version Dec 2018 Production version Feb 2019
30 New features + feedback Specific features Tour of the mockup Naming the new tool Long-term plans Q: Asking for your feedback!
31 Updated and more detailed use classifications Organization Type Academic: Higher Ed Academic: K-12 Government: Federal Government: State and Local Corporate: Biotech Corporate: Pharmaceutical Corporate: Electronics Corporate: Chemical / Oil & Gas Corporate: Consumer Goods Corporate: All Others Healthcare Other Predominant Lab Use Type R&D: Basic Research R&D: Product Development Process Development / Pilot Plant Manufacturing Teaching Testing / Quality Control Crime Lab / Forensic Other Q: Are we missing anything important?
32 Lab type classifications Before: Total lab area Lab type: Biological Chemical Chemical/Biological Physical Combination/Other Vivarium area (% bio/chem/physics possible but not normally used) After: Total lab area Sub-areas by type: Biological Chemical Physical/Engineering Vivarium Other Special lab types: BSL3/4 area Clean room areas Class 100 Class 1000 Class Q: Does this make sense? Are we missing anything?
33 New benchmarking metrics Water usage! GHG intensity New 2018 Energy Star site-to-source conversions
34 Updated HVAC system types Constant Volume with Reheat Variable Volume with Reheat Dedicated Outdoor Air System with Chilled Beams Dedicated Outdoor Air System with Fan Coil Units Displacement Ventilation Dual-duct Constant Volume Dual-duct Variable Volume Multi-zone Other Or Combination Q: Are we missing any important types?
35 New user interface Graphing: Live filtering More fields exposed for filtering Modern graphs (like BPD interface) Data entry: More organized Enhanced data validation Q: Feedback on the mockup?
36 Switch to mockup!
37 Naming the new tool Working title: Lab Benchmarking Tool Needs a better name Suggestions so far: LabBe (lab benchmarking) Able (annual benchmark for lab energy) Alec (annual lab energy comparison) LCBM (lab comparison benchmark) LuC (lab utility comparison) Dame Judi Bench Prize for the best idea! YOUR NAME HERE Q: Got any ideas to share?
38 Long-term plans Additional modules: Operational practices benchmarking Energy scores Showcase buildings and case studies Portfolio Manager connection Actionable insights module Interface with rating programs Maintaining and growing the new tool Software updates Outreach efforts to populate new fields Annual benchmarking reports Sponsorship opportunities! Siemens supporting some of above More opportunities available Q: Potential sponsors? Thoughts on other funding sources, e.g. user subscriptions for enhanced features? Best avenues for outreach for data collection and training? Potential partner organizations?
39 Questions?? Alison Farmer Paul Mathew
40 Backup screenshots
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