Turning Data into Information › ...Building Asset Score Report. Shows how efficient a building is...
Transcript of Turning Data into Information › ...Building Asset Score Report. Shows how efficient a building is...
Click To Edit Master Title StyleTurning Data into Information with DOE Data Tools
August 23, 2018
Building Asset ScoreRates efficiency of commercial buildings based on its features
ENERGY STAR Portfolio Manager
Measures & tracks actual energy consumption and emissions
Tools
Building Asset Score ReportShows how efficient a building is
built (1-10 scale) and recommends cost-effective upgrades
ENERGY STAR ScoreShows how efficiently a building
is performing compared to similar buildings (1-100 scale)
Reports
The U.S. Department of Energy’sDATA SOLUTIONS FOR CITIES
Prioritize Upgrades
Energy BillsMonthly usage data
Building Features e.g., size, address, HVAC
equipment, wall type
Data Fields
SEED PlatformCombines and matches data sets to enable data
cleansing, organization, and analysisDatabase
Prioritize Upgrades for Public Building
PortfoliosCollect, manage, and analyze your building data to more strategically identify cost-effective energy efficiency improvement opportunities across your building portfolio.
Next Steps to Consider
Prioritize buildings for further analysis, evaluation of incentive programs, and share data with the Building Performance Database for benchmarking and peer comparisons.
See both asset and performance data on buildings in your portfolio
Identify highest potential investment opportunities
Compile list of cost-effective improvements to consider for each building
Help prioritize buildings on which to perform more in-depth audits
Contact to Learn More: [email protected] | Visit Our Website: https://www.energy.gov/eere/buildings/analysis-tools
Turning Data into Informationwith DOE Data Tools
Katie BergfeldDepartment of Energy & Environment
Government of the District of Columbia
August 23, 2018
@DOEE_DC
WASHINGTON, DC CLIMATE AND ENERGY GOALS
• SUSTAINABLE DC: In just one generation—20 years—the District of Columbia will be the healthiest, greenest, and most livable city in the United States.
• CARBON NEUTRALITY: By 2050, the District will be a carbon neutral and climate-resilient city
@DOEE_DC
DC BENCHMARKING LAW•Green Building Act of 2006 & Clean and Affordable Energy Act of 2008.DC Official Code 6-1451.02, .03(c). Also 20 DCMR 3513.
• Privately-owned > 50,000 square feet• DC-owned > 10,000 square feet• Adopted in 2008, implemented 2013• Benchmarking data disclosed beginning in 2nd year
@DOEE_DC
DATA CLEANSING - Excel
• Check every report for completeness:• Site EUI ≠ Not Available or 0• Weather-normalized Source EUI ≠ Not Available or 0• Electricity Usage ≠ Not Available or 0• Total Water Usage ≠ Not Available or 0• Metered areas = Whole Building
@DOEE_DC
DATA CLEANSING - Excel
• Check every report for accuracy:• Multifamily ENERGY STAR score >95 or total electricity
usage < 15% total energy usage• Scores developed and used to grade reports
@DOEE_DC
DATA CLEANSING - SEED
Standard Energy Efficiency Database – SEED• Project of U.S. DOE• DC currently has CY2014-2017 data in SEED
@DOEE_DC
DATA CLEANSING - SEED
@DOEE_DC
GREEN BUILDING REPORT
4.5% decrease from 2013-2016
74.44 74.10 73.12
71.09
69.00
70.00
71.00
72.00
73.00
74.00
75.00
2013 2014 2015 2016
Wea
ther
-nor
mal
ized
Site
Ene
rgy
Use
Inte
nsity
(kBT
U/ft2
)
Weather-normalized Site EUI 2013-2016 (Private Buildings)
69.36 68.9767.71
65.38
63.00
64.00
65.00
66.00
67.00
68.00
69.00
70.00
2013 2014 2015 2016W
eath
er-n
orm
alize
d Si
te E
nerg
y Us
e In
tens
ity (k
BTU/
ft2)
Weather-normalized Site EUI for Office Buildings (2013-2016)
5.7% decrease from 2013-2016
Combine all data 2013-2016: throw out anything with no WN Site EUI. Then throw out any individual buildings that have more than 40% WN Site EUI change in any given year.
Provide overall public and private building analysis, as well as sector specific.
Launched September 2017: www.energybenchmarkingdc.org
@DOEE_DC
CLEAN ENERGY DC PLAN57 ACTIONS ACROSS 4 AREAS
EQUITY
BUILDINGS NEW CONSTRUCTION EXISTING BUILDINGSCROSS-CUTTING BUILDING ACTIONS
ENERGY SUPPLY SYSTEM CLEAN & RENEWABLE ENERGY SUPPLYELECTRICITY SYSTEM MODERNIZATION
TRANSPORTATION ELECTRIC VEHICLE READINESS & ADOPTION MODE SHIFT
EIA
DIRECT
DOEEBench-
marking
0
1
2
3
4
5
6
7
8
9
10
11
GHG
Em
issio
ns (M
tCO
2e)
Buildings
Energy Supply
Transportation
GHG emissions after policies
Baseline GHG Emissions
Targeted GHG Emissions
ESTIMATED GHG SAVINGS BY SECTOR
Electricity Savings
Gas Savings
Green Jobs
Leveraged Funds
Investing in the Low Income Community
Renewable Energy
@DOEE_DC
PUTTING DATA TO WORK WITH SEU
@DOEE_DC
PUTTING DATA TO WORK WITH SEU
@DOEE_DC
C40/LBNL TECHNICAL ASSISTANCE
@DOEE_DC
C40/LBNL TECHNICAL ASSISTANCESimple payback (years)
Building Type 25th percentile Median 75th percentile
Education 1.38 2.99 4.89
Multi-family 1.83 3.01 6.88
Office 1.44 2.59 4.83
Other 0.51 1.54 3.17
Thank You!
Katie Bergfeld, Energy Program Specialist
Website: http://doee.dc.gov Email: [email protected]
Phone: (202) 535-1739
Erik CathcartDirector, Marketing, Strategy & Product
DevelopmentEarth Advantage - Portland, Oregon
Tools for Managing Commercial& Residential Data with the SEED® platform
Residential Green Certifications
Professional Training Policy ConsultationResearchProduct Development
Earth Advantage Areas of Focus
Integration of commercial energy benchmarking data with building permit data, leveraging custom built scripts and the US Department of Energy’s Standard Energy Efficiency Data Platform™ (SEED
platform)
Portland’s Cities-LEAP project
EarthAdvantage
SEEDBEASutilities
scripts
SEEDClientPY-BES
BuildingData
Building data is eitherloaded into SEED or it canbe cleaned using GreenBuilding Registry proprietyalgorithms
‣ SEED client allows data to be pulled from the SEED API
‣ Utilities and scripts combine to clean data and match to prepare for migration. They make it easier and faster for developers to connect to pull data from SEED
‣ PY-BES tool is an open source code base that allows the exporting to and extracting from BEAS
LEAP Development Dataflow Overview
Building EnergyAsset Score
EarthAdvantage
Workflow Option 1
BEAS
US City Script
Open Source Scriptsdeployable from local
city IT departments usingsimple a terminal app
City enters building datainto Building Energy Asset
Score UI
SEEDClient
SEEDInstance
Script leveragesSEED client built
by EA to propagatedata points to the
city’s SEED database
City data is viewable usingtheir SEED instance built
off their template
EA Development
Open Source Scriptslive in GitHub repository
with instructions
+
EarthAdvantage
EarthAdvantage
Workflow Option 2
SEEDInstance
City moves datainto their SEED instance
BEAS Preview API
BEAS
Script to run preview scoredownload from BEAS
SEED client built by EA to propagate data points to thecity’s SEED database
EA Development
scriptScript to loadSEED properties
into API
script
SEEDClient
City can now viewasset scores aspart of their SEED instance
EA Development
Building EnergyAsset Score processesthe upload
US City
EarthAdvantage
Providing reliable green home data to the real estate market in real-time
Easy / Secure / Verified
One solution to provide access to green and energy efficiency home data, at the time of listing, to real estate agents, appraisers, and lenders.
EarthAdvantage
RESNETHERS
DOEHES
GreenCertifications
Solar PVData
API
CSVManual
CSVManual(future)
Manual or(API future)
Green Building Registry
Private SaaS platformAPI/Manual/Bulk uploadProgram-based
Custom Scorecards
Program.greenbuildingregistry.com(public access website)
Data Sources & Flow
Optional : custom programscorecards (match EMPRESS)
A website for anyone to access public data about a home’s green features.
An easy to use platform for energy assessorsto create records and scorecards for homes
Analytics and management dashboard for municipal and state energy efficiency programs
Key AttributesAn SaaS Solution
Real-time Energy Assessments
Connects to Verified Data Sources
API for MLS Connectivity
DOE SEED Platform® Storage
Generates Custom Scorecards
Green Certification & Solar Data
Admin Dashboard & Assessor Management
RESO Data Dictionary Compliant
DOE Home Energy Score & RESNET HERS® Index data
Present & Future Locations
Current:City of Portland, OregonState of Missouri
Proposed Expansion:State of OregonState of ArkansasGreater Salt Lake City PilotSeattle, WA PilotDenver/Fort Collins PilotCity of Boise PilotCity of San Diego Pilot
Turning data into information with DOE data toolsBetter Buildings Summit, Cleveland23 August 2018
38
About OPEN
• Our mission is to create technology solutions that help our clients achieve their energy efficiency and GHG reduction targets
• We’re a software company based in Vancouver, British Columbia
• Started in 2008 as a side project by industry experts and now a team of 8 working on a number of different projects throughout NA
39www.opengb.com Contact: [email protected] c) 778.994-9659
Our journey to SEED
• Energy benchmarking heating up in Canada
• Province of BC commissioned study to find the best tools available to support the benchmarking administrators’ workflow
• Contacted DOE and NREL to learn about their work with SEED and opportunities for collaboration
40www.opengb.com Contact: [email protected] c) 778.994-9659
41
Our work so far
The ‘SEED stack’ – SEED DB + CRM + Data vis
42
CRM
43
Data vis.
44
Benefits to the user organization
1. Saved time
2. Lower administration costs
3. Improved accuracy
45www.opengb.com Contact: [email protected] c) 778.994-9659
Next steps
• Make these tools available to organizations who could benefit from them
• Capturing further requirements to continue building out functionality
• Automated year over year quality checks
• Develop machine learning capabilities to make suggestions on how to achieve the greatest energy and GHG reductions at the lowest cost
46www.opengb.com Contact: [email protected] c) 778.994-9659
47
Thank you. Contact [email protected] with questions, or to schedule a demo
www.opengb.com Contact: [email protected] c) 778.994-9659
Click To Edit Master Title StyleTurning Data into Information with DOE Data Tools
August 23, 2018
Click To Edit Master Title StyleThank you!
Please be sure to share your thoughts and feedback on today’s session.
Better Buildings Partners