capacity: the hidden treasure in energy efficiency...profile coincident factor capacity savings in...

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Capacity: The Hidden Treasure in Energy Efficiency Jennifer Light & Lakin Garth EE as a Resource November 1, 2017

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Page 1: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Capacity: The Hidden Treasure in Energy Efficiency

Jennifer Light & Lakin GarthEE as a Resource

November 1, 2017

Page 2: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Overview

Share a project the Regional Technical Forum is doing to support systematic review of the quality of capacity savings benefits estimated from energy efficiency Background and context Project goals Work to date and plans for completion

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Page 3: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

BACKGROUND

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Page 4: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Northwest Power and Conservation Council

Interstate compact agency formed in 1980 by the Northwest Power Act

Core Roles: Conduct regional power plan to ensure

“an adequate, efficient, economical, and reliable power supply”

Work to protect, mitigate, and enhance fish and wildlife resources associated with the BPA system

Work through a public stakeholder process

Funded by the Bonneville Power Administration

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Page 5: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Regional Technical ForumAdvisory Committee to the Council established in 1999

Core roles: Develop standard methods for

estimating and verifying energy savings

Help region meets the Council’stargets for cost-effective efficiency, and track progress

Publicly available materials

Funded by regional utilities

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Page 6: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Seventh Plan Resource Portfolio

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 ‐

 1,000

 2,000

 3,000

 4,000

 5,000

 6,000

Cumulative Re

source Develop

men

t (aM

W) Wind

Solar

Geothermal

Natural Gas ‐ New

Energy Efficiency

 ‐

 2,000

 4,000

 6,000

 8,000

 10,000

 12,000

 14,000

 16,000

Cumulative Re

source Develop

men

t (MW) Renewable

DR

Natural Gas ‐ New

Energy Efficiency

Mean resource build for least‐cost resource portfolio

Page 7: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Seventh Power Plan Key Findings Region has a need for energy and capacity now Efficiency and demand response are the least-cost

resources to meet nearly all forecast growth Minimal variance in efficiency builds across many

futures and scenarios tested Low-cost efficiency was built for economy when it

is cheaper than the market of energy Higher-Cost efficiency was built for capacity right

away, capacity needs drive the pace of efficiency buildNote: import assumptions impact the efficiency build for adequacy

Building efficiency above the spot market price of electricity is critical for a least-cost path

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Page 8: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

0

1000

2000

3000

4000

5000

6000

<0 <10

<20

<30

<40

<50

<60

<70

<80

<90

<100

<110

<120

<130

<140

<150

<160

<170

<180

<190

<200

>200

Technical A

chievable Po

tential (aM

W)

TRC Net Levelized Cost (2012$/MWh)

Efficiency is Cheaper than New Generation

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Spot M

arket Gas CCC

T

With constraints on imports, there is significant technical potential between 

market price and the cost of a new gas plant

Gas Pea

ker

Page 9: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Cost-Effectiveness More Fully Accounts for Capacity Contribution

0

20

40

60

80

100

120

140

160

Flat DHP Residential AC Residential Streetlight System Load ShapeLevelized

Value of One

 kWh of Savings with

 B/C 

Ratio

n of One

 ($/M

Wh)

Components of Value of Efficiency (for winter peak)

Energy Deferred T&D Expansion Deferred Generation Expansion Regional Act Credit

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Deferred generation expansion now explicitly called out

Page 10: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

RTF PROJECT ON CAPACITY BENEFITS

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Page 11: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Reliability Standards for Capacity Benefits

Council directed the RTF to:

Develop reliability requirements for estimation of capacity impacts associated with efficiency measures

Review all measures against those guidelines and provide recommendations to the region for improving reliability

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Page 12: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Why Do Quality Capacity Estimates Matter?

1. Need to know we can rely on this resource for adequacy

2. Cost-effectiveness depends in part on capacity impact

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Page 13: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Project Goals

Project expected to:

Expand existing Operational Guidelines to include capacity

Support transparent and consistent qualification of these capacity impacts

Provide insight into future load research to improve our understanding of these impacts

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Page 14: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

CAPACITY BENEFITS PROJECT: PHASE 1

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Page 15: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Project Scope

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RTF Unit Energy Savings

Hourly Profile 

Coincident Factor

Capacity Savings

In Scope: Developing Guidelines for assessing reliability of hourly profile

Out of Scope: RTF already has quality standards for energy savings estimate and methodology for estimating capacity savings

Page 16: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Scanned for Existing Standards

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Page 17: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Phase 1 Findings Guidelines and methodologies exist for verifying

energy savings and calculating capacity impacts No specific guidance on assessing the reliability of

hourly profile or resulting capacity impacts

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Looking to build something new…

Phase 2

Page 18: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

CAPACITY BENEFITS PROJECT: PHASE 2

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Page 19: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Developing the Rating

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Draft guidelines provide decision rules for how the RTF determines the quality of capacity savings determined

from hourly profiles

Defining Quality

How well do the hourly profiles represent the diversity

of their constituent loads?

Are we selecting the hourly profile that gives the least

amount of uncertainty?

Page 20: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Quantitative vs. Qualitative

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For profiles developed from a set of 8760-hourly observations of sample of homes/buildings, we can glean quantitative information including the variance, uncertainty, and confidence interval of the mean at each hour or by groups of hours.

This quantitative information does not address the possible biases in the sample data relative to the population. Considering the challenges of quantitative bias estimation, we seek to develop a qualitative process of evaluating the “determinants” of hourly profile quality.

Determinants The primary factors that determine the quality of an hourly profile and its application to energy efficiency measures are referred to as “determinants.”

Page 21: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

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2. Does Profile Match?1. Identify Drivers

3. If you need a savings shape, do you have one?

NO

YES

NO

YES

Make note and de-rate final answer by 1

4. Identify Determinants

5. Rate Determinants

(3,2,1,0)

6. Weigh Determinants

(3,2,1,0)

Operational Patterns Rating

Vintage Rating

Weather Rating

Uncertainty Rating

Operational Patterns Weight

Vintage Weight

Weather Weight

Uncertainty Weight

IF ANY APPLICABLE

FINAL SCORE

Page 22: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Developing the Rating

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Preliminary Assessment Considerations

First Order Considerations

Identify which measure component provides the most significant savings and its related end use

For this measure component, consider the primary drivers of energy savings

Determine if an available hourly profile matches the measure’s primary savings component’s end use

Determine the measure’s type of load impact Usage profile vs. savings profile

Page 23: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Determinants

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The profile needs to represent the end use’s variance in operational patterns. These are human-driven factors.

Residential Lighting Water Heating

Drivers of savings: LEDs, hours of use, room distribution

Sample: avg. hourly N = 91 single family homes, metered data for an entire year,

Future research considerations: greater geographic distribution, additional housing types, rural vs. urban

Drivers of savings: number of occupants, water draw patterns, water heater location

Sample: avg. hourly N = 100 SF homes, metered data for an entire year

Future research considerations: new technologies, including Tier 4 HPWH

Page 24: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Determinants

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The profile should represent the measure end use’s current vintage (e.g., building and equipment stock).

Weatherization Lighting Savings result from lower primary

heating system loads Most of the electric heating profiles

are very old (from 1988-89) Heating equipment and housing

stock have changed since then Older data might better reflect usage

patterns in uninsulated homes, while newer data should better reflect newer heating equipment, especially heat pumps

Technology has changed rapidly Most recent metered lighting data

(RBSA 2012-13) reflects newer housing stock and a more diverse range of lighting technologies than ELCAP (1988-89)

Both the level of load and shape have changed

Page 25: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Determinants

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The profile should represent the measure’s end use temperature or weather sensitivity.

ASHP Upgrades Ductless Heat Pumps

Energy savings result from increased heat pump efficiency

Energy savings differentiate by NW heating zone

Metered sample data from 1988-89, include 26 observations and do not differ across heating zones

Energy savings result from displacing/supplementing electric resistance heating

Energy savings differentiate by NW heating zone

Metered sample data is more recent and the sample design included SF homes with DHPs in each of the three heating zones

Page 26: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Determinants

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The profile’s uncertainty at the Northwest system peak should be estimated. Requires 8760-hourly observations for all sample observations. Relative precision provides an estimate of uncertainty of the sample mean.

Page 27: Capacity: The Hidden Treasure in Energy Efficiency...Profile Coincident Factor Capacity Savings In Scope: Developing Guidelines for assessing reliability of hourly profile Out of Scope:

Next Steps

Finalize draft guidelines Apply those guidelines to the full RTF

measure suite and develop recommendation memos that provide: Recommendations for quality rating Suggestions for future end use load research

and load profile development

Refine guidelines as needed

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