釋放數據的價值探索工具、報告方法和分析.pdf

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1、Click to edit Master title style2_Title SlideUnlocking the Value of Data:Exploring Tools,Reporting Methods,and AnalysisWednesday,April 3,20244:00 5:00 pm ETSara LisauskasICFJLL Technologies1234AgendaCook County,ILOverview of Tools,Reporting Methods,and AnalysisWelcome,Introductions,and Polling5Closi

2、ng and Q&A Todays Presenters Sara Lisauskas,Senior Principal,Energy and Sustainability ProgramsICF Samantha Whang,Product LeadJLL Technologies Kate Buczek,Energy ManagerCook County,ILDownload Whova App and search for the event”Better Buildings Summit”Code:BBSummit24Audience PollNavigate to the sessi

3、on in the app and select Polls from the menu1.Which aspect of tracking,reporting,and analyzing emissions data do you find most challenging?2.What tools or reporting methods do you utilize to track emissions data within your organization?Overview of Reporting Methods,Tools,and AnalysisWhy Does Emissi

4、ons Data Management Matter?Increasing stakeholder interest in GHG transparencyInterest from constituents,customers,investors,employeesTrend towards greater ability to compare and share emission estimates as well as data sources and methodsRegulatory requirements for emissions disclosuresEmerging reg

5、ulations will likely impact many large companies in the US and globally,such as the US SEC Final Rule,California Senate Bills No.253 and No.261,and the Corporate Sustainability Reporting Directive(CSRD)in the European UnionInformed decision-makingUnderstanding emissions footprintIdentifying emission

6、s reduction opportunitiesDemonstrating progress toward goalsBetter Climate Challenge Emissions Reporting GuidanceProvides guidance for partners on:Setting an emissions reduction goal Quantifying GHG emissions Reporting progressPublication planned for May 2024Partners have two paths for reporting pro

7、gress toward emissions goalsData collection designed to align with CDP reporting(timing and scope)and the Greenhouse Gas ProtocolDo you have a GHG inventory?Better Climate Challenge Emissions Reporting TemplatePortfolio-level emissions and energy data requiredFacility-level emissions data encouraged

8、Submit data by 8/1DOE GHG Emissions Assistance Facility-level energy data requiredShared through Portfolio Manager or ExcelAssistance provided to calculate Scope 1&2 emissionsSubmit data by 5/1YesNoDOE generates information for the Emissions Reporting TemplateBuildings:ENERGY STAR Building Emissions

9、 CalculatorPlants:VERIFI,ORNL Industrial Sector Reporting toolsGreenhouse Gas ProtocolGHG Protocol Scope 2 Guidance Standardizes how corporations measure emissions from purchased or acquired electricity,steam,heat and coolingThe Greenhouse Gas Protocol:A Corporate Accounting and Reporting StandardGu

10、idance for organizations preparing a GHG emissions inventory,update planned for 2025EPA GHG Inventory GuidanceScope 1 and 2 ResourcesCalculation methods for stationary,mobile,indirect and fugitive emissions Greenhouse Gas Emissions Factors HubFactors for all fuels,includes eGRID electricity factorsS

11、implified Guide to GHG ManagementGuidance document and emissions calculatorGHG Emissions Assistance:Tools Used by the Better Climate Challenge ENERGY STAR Portfolio Manager(EPA)Benchmarks energy use of buildingsIncorporates metrics to quantify GHG emissions through Portfolio Manager and the Building

12、 Emissions CalculatorPlanning expanded emissions,refrigerant,and RECs trackingVERIFI(Oak Ridge National Laboratory)Tracks,visualizes,analyzes,and forecast facility utility data in industrial settings.VERIFI includes GHG emissions calculationsGHG Protocol Calculation ToolsGHG Protocol Calculation Too

13、ls and Guidance Cross-sector and sector-specific tools to develop GHG inventories,including for stationary and mobile sourcesAdditional Calculation and Analysis ToolsBuilding Data ToolsSuite of tools for accessing,managing,analyzing and sharing building energy databuildingdata.energy.govAlternative

14、Fuel Life-Cycle Environmental and Economic Transportation(AFLEET)Tool Developed for DOE Clean Cities to estimate emissions,of light-duty and heavy-duty vehiclesDemonstrating Scope 1 and 2 Emissions PerformanceProgress towards Better Climate Challenge goals is highlighted on the Better Buildings Solu

15、tion CenterDemonstrating Proven Pathways for Emissions ReductionsSharing pathways for emissions reductions demonstrates solutions that can be replicated by othersSamantha WhangJLL TechnologiesUnlocking the Value of DataApril 3,2024Better Buildings Better Plants SummitContents Importance of Sustainab

16、ility Data JLL Sustainability Data Insights Challenges Data Integrations for Automation Streamlining Integrations with AIThe Importance of Sustainability DataThe PurposeThe world is changing,awareness and momentum around climate change is increasing,and expectations are shifting.Without a clear unde

17、rstanding of your data and the source,making progress towards sustainability goals and meeting regulatory requirements is next to impossible.JLL SolutionA centralized sustainability platform team of energy analysts&data coordinators powered by technology delivering an elevated,consistent,and globall

18、y scalable data management&reporting service.21|2024 Jones Lang LaSalle IP,Inc.All rights reserved.Asset ManagementCanopyCarbon PathfinderSmart Building PlatformBaselineScenario modellingEnergy consumptionCost and emissionsVariance reportsGoalsPortfolio strategy/InvestmentJLL Sustainability Data Ins

19、ightsProjects trackingEnergy OptimizationFDDWork Order InsightsBuilding EnginesReduced HVAC ConsumptionEnergy ManagementChallenges Dispersed Data and Sources23|2024 Jones Lang LaSalle IP,Inc.All rights reserved.Collecting sustainability data from various sources:Energy providersSuppliersInternal dep

20、artmentsTime-consuming process of manually collecting data from disparate sourcesDifferent data formats and reporting methodsReaching out to different stakeholdersManual data entry to gap fillManual data entry and validation:Prone to errorsRisk of accurate audit trailResource-intensive tasksIntegrat

21、ing data across systems:Lack of automationLack of centralized data systemAutomated Sustainability Data Workflow24|2024 Jones Lang LaSalle IP,Inc.All rights reserved.ESG Data WarehouseUtility bill data(API,Flat files)Client data warehouse(external)BI dashboards(internal)Automation:BuildingsData valid

22、ationJLL AppsCarbon PathfinderSmart Building PlatformBuilding EnginesBI dashboards(external)Sustainability ExpertsCarbon factorsUtility dataProjects data 2020 Jones Lang LaSalle IP,Inc.All rights reserved.Streamline Data Integration with AIInteroperability and API IntegrationAI algorithms can intera

23、ct with APIs to pull and push data between systems,eliminating the need for manual data entry or data transfersReal-time Data SynchronizationAI can enable real-time data synchronization between systems,ensuring that integrated data remains up-to-date and aligned across platformsData Mapping and Tran

24、sformationAutomatically map and transform data from different formats and structures into a standardized formatData Validation and Quality ControlBy analyzing and comparing data from different sources,AI can identify inconsistencies,duplicates,or missing data,helping ensure the accuracy and consiste

25、ncy of integrated dataBill processor integration automation with AIChallenge Disparate data formats per bill processor source Pipeline built per client make it difficult to keep up integrations at volume(32 in 2024)Solution Self-service data analyzer for requirements Automated code generator for imp

26、lementationIntegrate 60%fasterReduce requirements gathering and implementation by 5 weeks per bill processor 26|2022 Jones Lang LaSalle IP,Inc.All rights reserved.Self-service data analyzer AIResults Aim to reduce development time from 8 weeks to 3 weeks AI covers 80%of clients allowing engineering

27、to focus on 20%custom integrationsThank You27|2022 Jones Lang LaSalle IP,Inc.All rights reserved.Kate BuczekCook County,ILKate Buczek Energy Manager Cook County,IL Bureau of Asset Management April 3,2024BETTER BUILDINGS BETTER PLANTS SUMMIT DATAUnlocking the value of Exploring Tools,Reporting Method

28、s,and AnalysisCONTENTS BENCHMARKING OVERVIEW OF GOALS VALUE OF DATA CHALLENGES SOLUTIONS GHG REPORTING PROJECT VALUATIONPopulation:5.3 million Second largest county in the U.S.Footprint:19 million sq ft of owned-and-operated buildingsCOOK COUNTY,IL Office buildings Health Clinics and Hospitals Wareh

29、ouses Public safety buildings Highway Maintenance FacilitiesGOALSCook County has several energy and greenhouse gas(GHG)reduction goals working in tandem.This will require strategic and accurate data analysis and reporting.Portfolio2030100%Renewable ElectricityFor Cook County owned-and-operated facil

30、ities.2033Better Climate Challenge:50%Scope 1 and 2 GHG reduction from a 2018 baselineThis includes reducing greenhouse gas emissions from building energy use and County fleet operations.2050Carbon neutralThis requires strong building performance standards,innovative solutions,and greenhouse gas red

31、uction projects being implementedFor Cook County owned-and-operated facilities.This reduction is from a 2010 baseline.45%Greenhouse Gas Emissions ReductionValue ofDATABureau wide efforts and efficient data management and reporting are needed to meet Cook Countys energy and GHG reduction goals.Data a

32、nd invoice tracking in internally created dashboardsGreenhouse Gas InventoryBenchmarking and communicationEnergy Projects and metricsDATA TRACKING CHALLENGES1)Previously,energy and utility data was tracked once a year.This was a challenge for pinpointing high usage events and calculating budgets.2)U

33、tility information is not automated(e.g.Water)3)Electric Utility challenges(e.g.search by FEIN,account number changes,meters switched out with no update,etc.)3)Time commitment/personnel required to try to sort out any software tool outcomes4)Campus vs building level data5)Scale/Number of accounts:90

34、 gas,200 electric,110 waterEnergy,Water,and Greenhouse gas emissions data is necessary for Cook County to meet its Clean Energy Plan Goals.Organizing data well is the first step.STEP 1DATA TRACKING INTERNALLY CREATED CUSTOMIZED SOLUTIONS1)Internal dashboards created to track utility data in real tim

35、e2)Customized dashboards can help automate reporting3)Time focused on understanding trends,usage,and progress rather than aligning data complexities4)Effort of many years to get to this pointSOLUTIONSOverview Cook County Benchmarking Ordinance passed in 2014 Annual tracking in Energy Star Portfolio

36、Manager Annual report for progress on Energy,Water,and Greenhouse Gas Emissions Dashboards were designed to easily pull the necessary data for the report GIS mapping to visualize where energy projects and GHG reductions have been realized and prioritize equitable solutionsBENCHMARKINGOnce the data i

37、s collected,reporting and analyzing the data is necessary to mark progress toward energy and GHG reduction goalsSTEP 2https:/www.cookcountyil.gov/content/energy-benchmarking-reportAnnual reporting Examples of annual data trackedBENCHMARKINGOnce the data is collected,reporting and analyzing the data

38、is necessary to mark progress toward energy and GHG reduction goalsPORTFOLIO ENERGY USECook County buildings have shifted to using more natural gas for energy needs with62%of the energy use from natural gas,and 38%from electricity in 2022.This energy distribution varies by building.Some facilities,s

39、uch as the Jefferson building to the right of the graph,only use electricity.However,some other buildings,such as the Hawthorne Warehouse,use mostly gas to power operations.GHG EMISSIONS BY BUILDING 2022This chart shows emissions by building in metric tons of CO2e for the 15 highest emitting sites.T

40、he remaining sites make up about 8%of total portfolio emissions.The Department of Corrections Campus continues to have the largest greenhouse gas emissions footprint at about 30%of portfolio emissions.STEP 2Frameworks GHG Protocol ICLEI for local governments Internal commuting tool and surveyImpacts

41、 Real time emissions factor updates Ability to calculate on a project basis,total basis,by type,and by scope If you can calculate energy savings,you can also calculate GHG savingsGHG REPORTINGCook County designed an internal GHG accounting spreadsheet to calculate annual emissions impactsGHG buildin

42、g emissions reduction since 2010STEP 3Overview Clean Energy Plan Estimated impacts of GHG emissions savings for different Clean Energy Plan categories GHG Effectiveness Internally created metric to look at cost per metric ton of CO2e reduced for different project types Ensures capital spending and g

43、reenhouse gas emissions are on target Avoided health cost estimatesPROJECT VALUATIONInternal project decisions need metrics to understand prioritization of energy projects to meet Greenhouse Gas reduction targetscook-county-clean-energy-plan.pdf(cookcountyil.gov)STEP 4MetricsTO MEET GOALSEstimated a

44、voided health costs:EPA COBRA toolExample,Cook Countys upcoming off-site renewable energy supply agreement that is estimated to account for approximately 49,000 MWH of solar generation could avoid around$1.5 to$3.5 million in health costs annuallyhttps:/www.epa.gov/statelocalenergy/estimating-health

45、-benefits-kilowatt-hour-energy-efficiency-and-renewable-energyMetricsTO MEET GOALSEstimated GHG emission impacts for a project:NREL PV Watts tool+EPA eGrid electricity emission factorFor example,selecting a Cook County buildings rooftop at Rolling Meadows Courthouse for solar analysis,the estimated

46、average annual output in kWh shows about 1.1 million kWh when drawing along the boundaries of the roof.Multiplying this number with the current eGrid emissions factor shows an estimated 486 metric tons of CO2e could be saved annually.https:/pvwatts.nrel.govegrid2022_summary_tables.pdf(epa.gov)Kate Buczek Energy Manager Cook County,IL Bureau of Asset Management kate.buczekcookcountyil.govThank you!Q&AYour Feedback is Important to UsTell us:How can we streamline the Better Buildings data collection process?Is there something we missed?Provide feedback on the Summit.