SlideShare a Scribd company logo
1 of 31
Download to read offline
Efficiency Valuation:
Fine Tuning M&V for Business Transactions
Steve Kromer
Efficiency Valuation Organization
Copenhagen, Denmark
April 19th, 2006
2
The Speaker
• Steve Kromer, P.E.
– Twenty years experience in energy efficiency M&V
– Chair, Efficiency Valuation Organization (EVO)
• EVO: Efficiency Valuation Organization
– International non-profit organization
– Manages the IPMVP - Energy Savings Verification
– Developing the IEEFP - Finance Protocol
– Mission:
• To develop and promote the use of standardized efficiency
protocols
• To help users quantify the risks and benefits in efficiency
business transactions
3
Major Points
• Verifying energy efficiency investments in:
• Contract environments (ESCOs)
– Government (US Federal)
– Private
• Public programs (Utility)
• M&V “Protocols”
– IPMVP, FEMP, ASHRAE
– The 2006 California EM&V Protocols
• Identify, Quantify and Manage - Uncertainty
4
Edison’s Brightest Idea
5
Energy Impacts
Energy Efficiency -The Opportunity
• Energy Demand is a function of productivity
– Financial decisions within the firm drive energy purchases
– Optimizing energy utilization (not eliminating)
• Energy Demand contributes to environmental “costs”
– Society demands that these costs are priced
• Taxation – Public Goods Charge on electric bill
– Emissions markets - ETS, CDM, CCX
Markets drive value of efficiency
6
Energy Investment Decisions
Investment in Supply Side
Investment
Demand-SideSupply-Side
Generation
Transmission
Distribution
Efficiency
Demand Response
What Information is needed to support
Supply-Side
• Investment decisions ?
• Implementation ?
• Settlement ?
What Information is needed to support
Supply-Side
• Investment decisions ?
• Implementation ?
• Settlement ?
7
Efficiency Investment Decisions
Information Needs
Investment
Demand-SideSupply-Side
What Information is needed to support
Demand-Side
• Investment decisions ?
• Implementation ?
• Settlement ?
What Information is needed to support
Demand-Side
• Investment decisions ?
• Implementation ?
• Settlement ?
•T -8 Lighting
•New Chiller
•VAV Install
•Controls
•High Efficiency Motors
Generation
Transmission
Distribution
Efficiency
Demand Response
8
Balancing Investment
in Supply and Demand
Investment
•T -8 Lighting
•New Chiller
•Boilers
•Plant Improvements
•Controls
•High Efficiency Motors
Demand-SideSupply-Side
Generation
Transmission
Distribution
Efficiency
Demand Response
9
EXAMPLE: California
2006-2008 Energy Efficiency Programs
Demand-Side
InvestmentInvestment
$2.0 Billion$2.0 Billion
Supply-Side
Generation
Transmission
Distribution
Efficiency
Demand Response
•T -8 Lighting
•New Chiller
•Boilers
•Plant Improvements
•High Efficiency Motors
New EM&V Protocols
Based on:
IPMVP
10
IPMVP
International Performance Measurement and
Verification Protocol
• Volume I - Energy Savings Concepts and Tools
– Defines basic M&V terminology (4 “Options”)
– General procedures to achieve reliable and cost-effective
determination of savings
– Applicable to energy or water efficiency projects in buildings and
industrial plants
• Volume II - Indoor Environmental Quality
• Volume III - New Construction and Renewables
11
M&V Options
Options A and B are
retrofit-isolation
methods
Options C and D are
whole-facility
methods
The difference is
where the boundary
lines are drawn
12
M&V Constraints
• EVERY SITUATION IS DIFFERENT
– Every facility is “wired” differently
– Difficult to create standard M&V plans
• M&V plan costs must be reasonable
– Costs must provide benefits
• Cost of M&V should reflect uncertainty in
project
– Lower uncertainty = less M&V
• M&V should reduce uncertainty
– Benefit is the reduced uncertainty
13
M&V Requires TWO Meters
250,000
500,000
750,000
1,000,000
kWh
Baseline Period Performance Period
WWHH meter
Watt-hour MeterWatt-hour Meter
What Would Have Happened MeterWhat Would Have Happened Meter
14
Watt-hour (Wh) Meters &
What Would Have Happened (WWHH) Meters
What Would Have Happened Meter = Model
Components - Algorithms (Models), Inputs, Metered data
Example 1 - Change Point Models…
Example 2 - Simple Lighting Spreadsheet
Watt-hour Meter
Components - Wheels, Dials, Wires, CTs
15
M&V Decisions
Balancing Benefit and Cost
Cost of
Information
Benefit of
Information?
What Information is needed to support
• Investment decisions ?
• Implementation ?
• Settlement ?
What Information is needed to support
• Investment decisions ?
• Implementation ?
• Settlement ?
Benefit/Cost = 1Benefit/Cost = 1
•Meters
•Analysis
How do we quantify the value of
reduced uncertainty?
•Reduced
Uncertainty
16
Settlement Quality
• We’ve heard about “Investment Grade” Audits
• Now we need “Settlement Quality” M&V
• Can you bank the output of your M&V?
• Is the M&V sufficient for credits, certificates?
17
M&V Contexts
• Government Contracts (ESPC)
– Federal Energy Savings Performance Contracts
• Private Contracts within a firm
– Enron Energy Services
– Energy Asset Management - Project Valuation
• Public Programs (Utility Programs)
– Texas, BC Hydro, New England, Northwest
– California EM&V
18
FEMP Super ESPC
• M&V must follow FEMP M&V Protocol
– Based on IPMVP
– Some instruction on basing M&V on uncertainty
• Hundreds of projects in federal sector
• Measurement plans for each project
• Uncertainty variables identified
• Total uncertainty calculated
• Value of Information = Comfort of Agency
decisions makers
19
Private Firm M&V
• M&V required to justify internal capital
allocations (optimize energy systems)
• Portfolio Approach
– All projects evaluated for uncertainty and risk
– Highest risks get most attention
• Value of M&V - Calculated by risk-adjusted
discount rate (Rigorous!!)
• Requires taking a position on risk/reward
20
California EM&V Protocols
EM&V - Evaluation, Measurement & Verification
• $2 Billion EE Investment by Utilities
• $120 Million budget for EM&V (3 yrs)
–Allocation of EM&V based on uncertainty
–Uncertainty assessed for each program
–Portfolio model assess total uncertainty
–Uses Monte Carlo simulation tool
• http://www.cpuc.ca.gov/static/energy/electric/energy+efficiency/rulemaking/eeevaluation.htm
21
Public Programs:
California EM&V
• Public Goods Charges (tax on ratepayers)
• Political emphasis on “enhancing reliability”
• Approach taken -
– Identify (calculate) “baseline” uncertainty
– Portfolio-wide “risk” assessment
• Allocation of MASSIVE M&V funding based on
risk ($120,000,000 US)
• Relative allocation, not absolute (not rigorous)
• Value based on expected uncertainty reduction
22
“Monte Carlo” Tools
• Common tools using Monte Carlo techniques
• SAS - most common statistical software package
(All big evaluation firms and utilities have SAS)
• SPSS - Statistical Package for Social Sciences
• @Risk (Palisade)
– commerical software
– runs as Excel “add-in”
• Crystal Ball (Decisioneering)
– commercial software
– runs as Excel “add-in”
23
Energy Efficiency Investments
Physical and Financial Risks
+ =
Physical Assumptions Forecast =Range of possible outcomes
24
“Results” - the Forecast
and Sensitivity
25
Applicable at Many levels
• Apply at Portfolio Level (Top down)
– Allocation of EM&V resources
• Apply to Programs
– Planning
• Apply to Project M&V (Bottom up)
– Identifying the variables to measure
• Next step - optimal allocation of resources
– Based of cost of reduced uncertainty
26
Lighting Example
Using Crystal Ball
• Simple “Model”
• Full load hour biggest uncertainty
• Watts of baseline next biggest
• Pre and Post Metering increase precison
27
Applying Risk Analysis to
Programs
Using Crystal Ball
• Accepted “Model”
• Measurable Precision
• Quantified Risk
28
Applying Risk Analysis to
Portfolios
29
Monte Carlo tools
• Compatible with IPMVP
• Simple to apply to any spreadsheet model
• “Best case” “Worst case” “Most likely”
estimates are already in your head.
• Allows systematic management of “estimates”
30
Conclusions
• IPMVP Options successfully applied in
government / private / utility programs
• Identifying, Quantifying and Managing
uncertainty is critical to the business transaction
• The Art of M&V is evolving
• Tools to help quantify uncertainty and optimize
allocation of M&V resources are available
31
Thank You
Join us today:
www.efficiencyvaluation.org
Download IPMVP Volumes:
www.ipmvp.org
Contact me:
Steve Kromer, Chair, EVO Board of Directors:
stevek@efficiencyvaluation.org

More Related Content

What's hot

Measurement & Verification
Measurement & VerificationMeasurement & Verification
Measurement & VerificationIllinois ASHRAE
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...guest3e1229f
 
NZC - Olgyay Scaling
NZC - Olgyay ScalingNZC - Olgyay Scaling
NZC - Olgyay ScalingWRONG PERSON
 
Optimizing machine, line, and process efficiency in manufacturing operations
Optimizing machine, line, and process efficiency in manufacturing operationsOptimizing machine, line, and process efficiency in manufacturing operations
Optimizing machine, line, and process efficiency in manufacturing operationsSchneider Electric
 
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...Schneider Electric
 
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...ARC research group
 
Solar energy ongoing project by Magda Cayón
Solar energy ongoing project by Magda CayónSolar energy ongoing project by Magda Cayón
Solar energy ongoing project by Magda CayónASCAME
 
Quality and Building Energy Management
Quality and Building Energy ManagementQuality and Building Energy Management
Quality and Building Energy Managementmortaglia
 
IES Faculty - Closing the Performance Gap
IES Faculty - Closing the Performance GapIES Faculty - Closing the Performance Gap
IES Faculty - Closing the Performance GapIES VE
 
C&I Direct Program Presenation
C&I Direct Program PresenationC&I Direct Program Presenation
C&I Direct Program Presenationconed
 
Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy Audits Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy Audits Leonardo ENERGY
 
American Institute of Architects Committee on the Envrinment
American Institute of Architects Committee on the EnvrinmentAmerican Institute of Architects Committee on the Envrinment
American Institute of Architects Committee on the EnvrinmentCenter for Energy and Environment
 
Module 3 - Incorporating non-financial data into organisational decision making
Module 3 - Incorporating non-financial data into organisational decision makingModule 3 - Incorporating non-financial data into organisational decision making
Module 3 - Incorporating non-financial data into organisational decision makingPaul Brown
 
How green standards are changing data center design and operations
How green standards are changing data center design and operationsHow green standards are changing data center design and operations
How green standards are changing data center design and operationsSchneider Electric
 

What's hot (19)

Measurement & Verification
Measurement & VerificationMeasurement & Verification
Measurement & Verification
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
 
NZC - Olgyay Scaling
NZC - Olgyay ScalingNZC - Olgyay Scaling
NZC - Olgyay Scaling
 
What is a Green Building
What is a Green BuildingWhat is a Green Building
What is a Green Building
 
Optimizing machine, line, and process efficiency in manufacturing operations
Optimizing machine, line, and process efficiency in manufacturing operationsOptimizing machine, line, and process efficiency in manufacturing operations
Optimizing machine, line, and process efficiency in manufacturing operations
 
AESP_Spring
AESP_SpringAESP_Spring
AESP_Spring
 
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...
Energy Management Impact on Distributed Control Systems (DCS) in Industrial E...
 
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...
Patrik Kolar, Head of Department B (LIFE and Horizon 2020 Energy, Environment...
 
Solar energy ongoing project by Magda Cayón
Solar energy ongoing project by Magda CayónSolar energy ongoing project by Magda Cayón
Solar energy ongoing project by Magda Cayón
 
Quality and Building Energy Management
Quality and Building Energy ManagementQuality and Building Energy Management
Quality and Building Energy Management
 
Building EQ
Building EQBuilding EQ
Building EQ
 
The Future of Mining
The Future of MiningThe Future of Mining
The Future of Mining
 
IES Faculty - Closing the Performance Gap
IES Faculty - Closing the Performance GapIES Faculty - Closing the Performance Gap
IES Faculty - Closing the Performance Gap
 
C&I Direct Program Presenation
C&I Direct Program PresenationC&I Direct Program Presenation
C&I Direct Program Presenation
 
Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy Audits Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy Audits
 
Sidpec_Egypt
Sidpec_EgyptSidpec_Egypt
Sidpec_Egypt
 
American Institute of Architects Committee on the Envrinment
American Institute of Architects Committee on the EnvrinmentAmerican Institute of Architects Committee on the Envrinment
American Institute of Architects Committee on the Envrinment
 
Module 3 - Incorporating non-financial data into organisational decision making
Module 3 - Incorporating non-financial data into organisational decision makingModule 3 - Incorporating non-financial data into organisational decision making
Module 3 - Incorporating non-financial data into organisational decision making
 
How green standards are changing data center design and operations
How green standards are changing data center design and operationsHow green standards are changing data center design and operations
How green standards are changing data center design and operations
 

Similar to Efficiency Valuation: Fine Tuning M&V for Business Transactions

Linked In Presentation 2012
Linked In Presentation 2012Linked In Presentation 2012
Linked In Presentation 2012EnergyROI
 
Linked In Presentation 2012
Linked In Presentation 2012Linked In Presentation 2012
Linked In Presentation 2012EnergyROI
 
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...REBNY
 
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.DQS Inc.
 
Berlin presentation 20171023
Berlin presentation 20171023Berlin presentation 20171023
Berlin presentation 20171023Christie Pommier
 
Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy AuditsTaking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy AuditsLeonardo ENERGY
 
US Department of Energy's Uniform Methods Project
US Department of Energy's Uniform Methods ProjectUS Department of Energy's Uniform Methods Project
US Department of Energy's Uniform Methods ProjectLeonardo ENERGY
 
Ops plus presentation 2012
Ops plus presentation 2012Ops plus presentation 2012
Ops plus presentation 2012Dwayne Buckles
 
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...Catherine Krasner
 
Valuing demand response pub
Valuing demand response pubValuing demand response pub
Valuing demand response pubLucas Finco
 
DSM in the 21st Century - Large Scale Deployment of smart applications
DSM in the 21st Century - Large Scale Deployment of smart applications DSM in the 21st Century - Large Scale Deployment of smart applications
DSM in the 21st Century - Large Scale Deployment of smart applications IEA DSM Implementing Agreement (IA)
 
13th Annual Chamber Energy Conference - EE Funding
13th Annual Chamber Energy Conference - EE Funding13th Annual Chamber Energy Conference - EE Funding
13th Annual Chamber Energy Conference - EE FundingTim Rushenberg
 
Paths to Net-Zero Energy Sustainable Homes
Paths to Net-Zero Energy Sustainable HomesPaths to Net-Zero Energy Sustainable Homes
Paths to Net-Zero Energy Sustainable HomesDerek Satnik
 
Building the Energy Efficiency Financing Market
Building the Energy Efficiency Financing MarketBuilding the Energy Efficiency Financing Market
Building the Energy Efficiency Financing MarketSteven Fawkes
 
Derisking energy efficiency project investment
Derisking energy efficiency project investmentDerisking energy efficiency project investment
Derisking energy efficiency project investmentSteven Fawkes
 
Accelerating Investment in Energy Efficiency
Accelerating Investment in Energy Efficiency Accelerating Investment in Energy Efficiency
Accelerating Investment in Energy Efficiency Steven Fawkes
 
Webinar: The New Consumers of Utility Data
Webinar: The New Consumers of Utility DataWebinar: The New Consumers of Utility Data
Webinar: The New Consumers of Utility DataUrjanet
 

Similar to Efficiency Valuation: Fine Tuning M&V for Business Transactions (20)

Linked In Presentation 2012
Linked In Presentation 2012Linked In Presentation 2012
Linked In Presentation 2012
 
Linked In Presentation 2012
Linked In Presentation 2012Linked In Presentation 2012
Linked In Presentation 2012
 
IEA DSM Programme - Past, Present and Future
IEA DSM Programme - Past, Present and Future IEA DSM Programme - Past, Present and Future
IEA DSM Programme - Past, Present and Future
 
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...
REBNY NYC Benchmarking Seminar: NYSERDA Commercial Incentive Programs: Commer...
 
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.
ISO 50001 Energy Management, SEP Executive Briefing - UL DQS Inc.
 
Berlin presentation 20171023
Berlin presentation 20171023Berlin presentation 20171023
Berlin presentation 20171023
 
Taking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy AuditsTaking Stock – 40 years of Industrial Energy Audits
Taking Stock – 40 years of Industrial Energy Audits
 
US Department of Energy's Uniform Methods Project
US Department of Energy's Uniform Methods ProjectUS Department of Energy's Uniform Methods Project
US Department of Energy's Uniform Methods Project
 
Ops plus presentation 2012
Ops plus presentation 2012Ops plus presentation 2012
Ops plus presentation 2012
 
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...
Illinois Healthy & High Performing Schools Symposium: Leveraging Resources to...
 
Valuing demand response pub
Valuing demand response pubValuing demand response pub
Valuing demand response pub
 
Cold-Climate Research Round-Up
Cold-Climate Research Round-UpCold-Climate Research Round-Up
Cold-Climate Research Round-Up
 
DSM in the 21st Century - Large Scale Deployment of smart applications
DSM in the 21st Century - Large Scale Deployment of smart applications DSM in the 21st Century - Large Scale Deployment of smart applications
DSM in the 21st Century - Large Scale Deployment of smart applications
 
13th Annual Chamber Energy Conference - EE Funding
13th Annual Chamber Energy Conference - EE Funding13th Annual Chamber Energy Conference - EE Funding
13th Annual Chamber Energy Conference - EE Funding
 
Paths to Net-Zero Energy Sustainable Homes
Paths to Net-Zero Energy Sustainable HomesPaths to Net-Zero Energy Sustainable Homes
Paths to Net-Zero Energy Sustainable Homes
 
Building the Energy Efficiency Financing Market
Building the Energy Efficiency Financing MarketBuilding the Energy Efficiency Financing Market
Building the Energy Efficiency Financing Market
 
DSM - a way to improve the performance of energy systems
DSM - a way to improve the performance of energy systems DSM - a way to improve the performance of energy systems
DSM - a way to improve the performance of energy systems
 
Derisking energy efficiency project investment
Derisking energy efficiency project investmentDerisking energy efficiency project investment
Derisking energy efficiency project investment
 
Accelerating Investment in Energy Efficiency
Accelerating Investment in Energy Efficiency Accelerating Investment in Energy Efficiency
Accelerating Investment in Energy Efficiency
 
Webinar: The New Consumers of Utility Data
Webinar: The New Consumers of Utility DataWebinar: The New Consumers of Utility Data
Webinar: The New Consumers of Utility Data
 

More from IEA DSM Implementing Agreement (IA)

Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...IEA DSM Implementing Agreement (IA)
 
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...IEA DSM Implementing Agreement (IA)
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...IEA DSM Implementing Agreement (IA)
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...IEA DSM Implementing Agreement (IA)
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsIEA DSM Implementing Agreement (IA)
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upIEA DSM Implementing Agreement (IA)
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayIEA DSM Implementing Agreement (IA)
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...IEA DSM Implementing Agreement (IA)
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...IEA DSM Implementing Agreement (IA)
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyIEA DSM Implementing Agreement (IA)
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesIEA DSM Implementing Agreement (IA)
 
The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea IEA DSM Implementing Agreement (IA)
 

More from IEA DSM Implementing Agreement (IA) (20)

Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
 
Customer Organizations
Customer OrganizationsCustomer Organizations
Customer Organizations
 
Market Mechanisms for White Certificates
Market Mechanisms for White CertificatesMarket Mechanisms for White Certificates
Market Mechanisms for White Certificates
 
Consumer's Services Companies
Consumer's Services CompaniesConsumer's Services Companies
Consumer's Services Companies
 
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutions
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in Norway
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
 
EU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and ServicesEU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and Services
 
Automatic meter management – A customer's perspective
Automatic meter management – A customer's perspectiveAutomatic meter management – A customer's perspective
Automatic meter management – A customer's perspective
 
Options for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the NetherlandsOptions for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the Netherlands
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn money
 
Monitoring information for EU reporting
Monitoring information for EU reportingMonitoring information for EU reporting
Monitoring information for EU reporting
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management Activities
 
USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)
 
The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea
 

Recently uploaded

OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...NETWAYS
 
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Krijn Poppe
 
Genesis part 2 Isaiah Scudder 04-24-2024.pptx
Genesis part 2 Isaiah Scudder 04-24-2024.pptxGenesis part 2 Isaiah Scudder 04-24-2024.pptx
Genesis part 2 Isaiah Scudder 04-24-2024.pptxFamilyWorshipCenterD
 
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )Pooja Nehwal
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024eCommerce Institute
 
Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfakankshagupta7348026
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Delhi Call girls
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...henrik385807
 
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
LANDMARKS  AND MONUMENTS IN NIGERIA.pptxLANDMARKS  AND MONUMENTS IN NIGERIA.pptx
LANDMARKS AND MONUMENTS IN NIGERIA.pptxBasil Achie
 
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfOpen Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfhenrik385807
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptssuser319dad
 
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...NETWAYS
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesPooja Nehwal
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...NETWAYS
 
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrSaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrsaastr
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Pooja Nehwal
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AITatiana Gurgel
 
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Salam Al-Karadaghi
 
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfhenrik385807
 

Recently uploaded (20)

OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
OSCamp Kubernetes 2024 | SRE Challenges in Monolith to Microservices Shift at...
 
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
 
Genesis part 2 Isaiah Scudder 04-24-2024.pptx
Genesis part 2 Isaiah Scudder 04-24-2024.pptxGenesis part 2 Isaiah Scudder 04-24-2024.pptx
Genesis part 2 Isaiah Scudder 04-24-2024.pptx
 
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )
WhatsApp 📞 9892124323 ✅Call Girls In Juhu ( Mumbai )
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
 
Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdf
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
 
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
LANDMARKS  AND MONUMENTS IN NIGERIA.pptxLANDMARKS  AND MONUMENTS IN NIGERIA.pptx
LANDMARKS AND MONUMENTS IN NIGERIA.pptx
 
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfOpen Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.ppt
 
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
 
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrSaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AI
 
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Rohini Delhi 💯Call Us 🔝8264348440🔝
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
 
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
 

Efficiency Valuation: Fine Tuning M&V for Business Transactions

  • 1. Efficiency Valuation: Fine Tuning M&V for Business Transactions Steve Kromer Efficiency Valuation Organization Copenhagen, Denmark April 19th, 2006
  • 2. 2 The Speaker • Steve Kromer, P.E. – Twenty years experience in energy efficiency M&V – Chair, Efficiency Valuation Organization (EVO) • EVO: Efficiency Valuation Organization – International non-profit organization – Manages the IPMVP - Energy Savings Verification – Developing the IEEFP - Finance Protocol – Mission: • To develop and promote the use of standardized efficiency protocols • To help users quantify the risks and benefits in efficiency business transactions
  • 3. 3 Major Points • Verifying energy efficiency investments in: • Contract environments (ESCOs) – Government (US Federal) – Private • Public programs (Utility) • M&V “Protocols” – IPMVP, FEMP, ASHRAE – The 2006 California EM&V Protocols • Identify, Quantify and Manage - Uncertainty
  • 5. 5 Energy Impacts Energy Efficiency -The Opportunity • Energy Demand is a function of productivity – Financial decisions within the firm drive energy purchases – Optimizing energy utilization (not eliminating) • Energy Demand contributes to environmental “costs” – Society demands that these costs are priced • Taxation – Public Goods Charge on electric bill – Emissions markets - ETS, CDM, CCX Markets drive value of efficiency
  • 6. 6 Energy Investment Decisions Investment in Supply Side Investment Demand-SideSupply-Side Generation Transmission Distribution Efficiency Demand Response What Information is needed to support Supply-Side • Investment decisions ? • Implementation ? • Settlement ? What Information is needed to support Supply-Side • Investment decisions ? • Implementation ? • Settlement ?
  • 7. 7 Efficiency Investment Decisions Information Needs Investment Demand-SideSupply-Side What Information is needed to support Demand-Side • Investment decisions ? • Implementation ? • Settlement ? What Information is needed to support Demand-Side • Investment decisions ? • Implementation ? • Settlement ? •T -8 Lighting •New Chiller •VAV Install •Controls •High Efficiency Motors Generation Transmission Distribution Efficiency Demand Response
  • 8. 8 Balancing Investment in Supply and Demand Investment •T -8 Lighting •New Chiller •Boilers •Plant Improvements •Controls •High Efficiency Motors Demand-SideSupply-Side Generation Transmission Distribution Efficiency Demand Response
  • 9. 9 EXAMPLE: California 2006-2008 Energy Efficiency Programs Demand-Side InvestmentInvestment $2.0 Billion$2.0 Billion Supply-Side Generation Transmission Distribution Efficiency Demand Response •T -8 Lighting •New Chiller •Boilers •Plant Improvements •High Efficiency Motors New EM&V Protocols Based on: IPMVP
  • 10. 10 IPMVP International Performance Measurement and Verification Protocol • Volume I - Energy Savings Concepts and Tools – Defines basic M&V terminology (4 “Options”) – General procedures to achieve reliable and cost-effective determination of savings – Applicable to energy or water efficiency projects in buildings and industrial plants • Volume II - Indoor Environmental Quality • Volume III - New Construction and Renewables
  • 11. 11 M&V Options Options A and B are retrofit-isolation methods Options C and D are whole-facility methods The difference is where the boundary lines are drawn
  • 12. 12 M&V Constraints • EVERY SITUATION IS DIFFERENT – Every facility is “wired” differently – Difficult to create standard M&V plans • M&V plan costs must be reasonable – Costs must provide benefits • Cost of M&V should reflect uncertainty in project – Lower uncertainty = less M&V • M&V should reduce uncertainty – Benefit is the reduced uncertainty
  • 13. 13 M&V Requires TWO Meters 250,000 500,000 750,000 1,000,000 kWh Baseline Period Performance Period WWHH meter Watt-hour MeterWatt-hour Meter What Would Have Happened MeterWhat Would Have Happened Meter
  • 14. 14 Watt-hour (Wh) Meters & What Would Have Happened (WWHH) Meters What Would Have Happened Meter = Model Components - Algorithms (Models), Inputs, Metered data Example 1 - Change Point Models… Example 2 - Simple Lighting Spreadsheet Watt-hour Meter Components - Wheels, Dials, Wires, CTs
  • 15. 15 M&V Decisions Balancing Benefit and Cost Cost of Information Benefit of Information? What Information is needed to support • Investment decisions ? • Implementation ? • Settlement ? What Information is needed to support • Investment decisions ? • Implementation ? • Settlement ? Benefit/Cost = 1Benefit/Cost = 1 •Meters •Analysis How do we quantify the value of reduced uncertainty? •Reduced Uncertainty
  • 16. 16 Settlement Quality • We’ve heard about “Investment Grade” Audits • Now we need “Settlement Quality” M&V • Can you bank the output of your M&V? • Is the M&V sufficient for credits, certificates?
  • 17. 17 M&V Contexts • Government Contracts (ESPC) – Federal Energy Savings Performance Contracts • Private Contracts within a firm – Enron Energy Services – Energy Asset Management - Project Valuation • Public Programs (Utility Programs) – Texas, BC Hydro, New England, Northwest – California EM&V
  • 18. 18 FEMP Super ESPC • M&V must follow FEMP M&V Protocol – Based on IPMVP – Some instruction on basing M&V on uncertainty • Hundreds of projects in federal sector • Measurement plans for each project • Uncertainty variables identified • Total uncertainty calculated • Value of Information = Comfort of Agency decisions makers
  • 19. 19 Private Firm M&V • M&V required to justify internal capital allocations (optimize energy systems) • Portfolio Approach – All projects evaluated for uncertainty and risk – Highest risks get most attention • Value of M&V - Calculated by risk-adjusted discount rate (Rigorous!!) • Requires taking a position on risk/reward
  • 20. 20 California EM&V Protocols EM&V - Evaluation, Measurement & Verification • $2 Billion EE Investment by Utilities • $120 Million budget for EM&V (3 yrs) –Allocation of EM&V based on uncertainty –Uncertainty assessed for each program –Portfolio model assess total uncertainty –Uses Monte Carlo simulation tool • http://www.cpuc.ca.gov/static/energy/electric/energy+efficiency/rulemaking/eeevaluation.htm
  • 21. 21 Public Programs: California EM&V • Public Goods Charges (tax on ratepayers) • Political emphasis on “enhancing reliability” • Approach taken - – Identify (calculate) “baseline” uncertainty – Portfolio-wide “risk” assessment • Allocation of MASSIVE M&V funding based on risk ($120,000,000 US) • Relative allocation, not absolute (not rigorous) • Value based on expected uncertainty reduction
  • 22. 22 “Monte Carlo” Tools • Common tools using Monte Carlo techniques • SAS - most common statistical software package (All big evaluation firms and utilities have SAS) • SPSS - Statistical Package for Social Sciences • @Risk (Palisade) – commerical software – runs as Excel “add-in” • Crystal Ball (Decisioneering) – commercial software – runs as Excel “add-in”
  • 23. 23 Energy Efficiency Investments Physical and Financial Risks + = Physical Assumptions Forecast =Range of possible outcomes
  • 24. 24 “Results” - the Forecast and Sensitivity
  • 25. 25 Applicable at Many levels • Apply at Portfolio Level (Top down) – Allocation of EM&V resources • Apply to Programs – Planning • Apply to Project M&V (Bottom up) – Identifying the variables to measure • Next step - optimal allocation of resources – Based of cost of reduced uncertainty
  • 26. 26 Lighting Example Using Crystal Ball • Simple “Model” • Full load hour biggest uncertainty • Watts of baseline next biggest • Pre and Post Metering increase precison
  • 27. 27 Applying Risk Analysis to Programs Using Crystal Ball • Accepted “Model” • Measurable Precision • Quantified Risk
  • 28. 28 Applying Risk Analysis to Portfolios
  • 29. 29 Monte Carlo tools • Compatible with IPMVP • Simple to apply to any spreadsheet model • “Best case” “Worst case” “Most likely” estimates are already in your head. • Allows systematic management of “estimates”
  • 30. 30 Conclusions • IPMVP Options successfully applied in government / private / utility programs • Identifying, Quantifying and Managing uncertainty is critical to the business transaction • The Art of M&V is evolving • Tools to help quantify uncertainty and optimize allocation of M&V resources are available
  • 31. 31 Thank You Join us today: www.efficiencyvaluation.org Download IPMVP Volumes: www.ipmvp.org Contact me: Steve Kromer, Chair, EVO Board of Directors: stevek@efficiencyvaluation.org