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Next Gen Grid Tech
Commercialization
Josh Gould: Director of Innovation @ Duquesne Light, former ARPA-E
T2M
The following is my opinion and not necessarily that of Duquesne Light
or ARPA-E
Personal Background
Part 1:
Starting out
Part 2: School
of Hard Knocks
Part 3: Grid
Tech
2
Primer: Utilities & Business Models
3
Commercialization necessitates a business
model
4
The regulatory compact
5
“Cost of service” business / regulatory model:
What is it?
Major capital
expenditures, like
power plants and
transmission lines, but
also buildings,
computers, fleet
vehicles, etc.
Percent return
utilities make
annually on their
investment
Regular expenses,
like labor, power
purchases, fuel,
insurance and other
costs that recur
regularly
(Rate Base Investment x Rate of Return) + Operating Expenses = Rev Requirement
6
“Cost of service” business / regulatory model:
How is value delivered / captured?
Utility
Distribution
Transmission
Generation
Value capture: Bill payments flow from ratepayers to
the utility, in exchange for energy consumed
$$
Ratepayers
Retail
Value creation & delivery: Electrons flow uni-
directionally from utility to the customer
7
Pros & Cons of CoS Business Model
Pros:
• Utility stability, low cost
of capital
• Investor stability
• Universal energy access
(in developed countries)
• Improving reliability
Cons:
• Inherent capital bias
• Energy efficiency
disincentive
• Narrow focus (e.g.,
carbon, environmental
justice, resiliency not
necessarily part of
business model)
8
Important side note: Utilities come in
different “flavors”
Generation Transmission Distribution Customer/Retail
“Vertically Integrated”: Owns and earns rate of return on entire value chain
“Wires Company”: Owns, earns return on
T&D (sometimes just “D”); some own
customer relationship
Independent Power
Producers (IPPs):
Private companies
producing bulk power in
competitive, wholesale
markets (typically “wires
company” jurisdictions)
– NOT utilities
Competitive Retailers:
Provide retail electricity to
customers, often competing
against “wires company”
and other competitive
retailers. Most (not all)
responsible for procuring
energy supply and
customer billing. NOT
utilities (but some are
utility subsidiaries) 9
Energy System Design Principles, Societal
Values Changing CoS Business Model
From a system historically
designed for…
Universal
energy
access to
meet ever-
increasing
demand
Improving
reliability
Minimizing
the cost of
service
Climate
change
mitigation
and carbon
reduction
Improved
human
health
through
pollution
reduction
Resilience to
natural
disasters and
malicious
threats
Increased
customer
choice and
energy
democracy
Affordability
and reduced
energy
burden
Environmental
justice for
disadvantaged
communities
System
flexibility to
incorporate
renewable
and
distributed
generation
Economic
development
…to a system with
a new, expanded
set of values
10
Consequently, regulatory reform efforts are
changing the ways in which utilities earn money…
I. Revenue decoupling II. New DER procurement
practices
III. Shared savings
mechanisms
IV. Performance incentive
mechanisms (PIMs) V. Equalizing Capex/Opex VI. Securitization of
stranded assets
VII. Multi-year rate plans VIII. Platform revenues IX. New utility value-added
services
11
…which is changing utility incentives
“De-coupled”
Performance-
Based
Regulation
Description Implications
• Utility revenues “de-coupled” from electricity
sold
• Utility negotiates “revenue requirement” (all
costs) w/ regulator, compensated for costs
regardless of electricity sold
• A feature, less a business model itself – can be
paired w/ other bus models
• Greater incentive for energy efficiency
• Many different “flavors”; in general, utility
compensated on ability to meet targets
• Often focused on outcomes (e.g., environmental)
arguably not incented in other models
• Can be paired with other bus models
• Newest, most nascent model
• Highly dependent on nature of incentives
• May be more cost-conscious, less capital driven
“Cost of Service”
12
I thought this class was about commercializing
next gen grid tech – why are we talking about
regulations and business models?
Follow – and please challenge – my logic:
1. Selling is in large part an exercise in empathy: In order to get
anyone to buy anything, you need to understand how your product
/ service could make their business or life better (and convince
them of this fact)
2. In order to understand the value-add of your product / service, you
must therefore understand how your customers, stakeholders, and
competitors make money, and what their underlying incentives are
3. In summary: Commercialization requires selling  requires
empathy  necessitates understanding of business model,
associated incentives
13
Customer & Market Needs: Next Gen Grid
Tech
14
Growing need for next-gen grid tech to evolve
from “yesterday’s” grid
Current Power Grid
• One-way power flow
• Utility has control over electricity flow
• Match energy generation with
consumption
Generation
Market
Transmission
Distribution
Customer
Few large power plants
Centralized mostly regional
Based on large power lines
Top to bottom
Passive, only paying
15
What’s driving change?
Source: Utility Performance Incentive Mechanisms - A Handbook for Regulators
Customer
Preferences
16
Double-click: Customer preferences over time
2010-2015
1900-2010 2015-2020 Beyond 2020
Transformation Trends
• Renewable expansion
• Decline of coal fired plants
• Growth in energy storage
• Smart cities and electric transformation
• More electric vehicles
• New technologies
17
Double-click: What does this mean about
where the grid is headed?
*Grid Modernization Playbook. EPRI, Palo Alto, CA: 2019. 3002015238
Stage 1:
Grid Modernization
Stage 2:
DER Integration
Stage 3:
Distributed Markets
Customer
Adoption
Distribution
System
18
Summary: Grid today increasingly clean, bi-
directional, distributed, customer-empowered
Today / near-future Power Grid
• Two-way power flow
• Intermittent resources (solar and
wind)
• More difficult to match generation
and consumption
Generation
Market
Transmission
Distribution
Customer
Fewer large + many small power producers
Decentralized, ignoring boundaries
Including small-scale transmission
and regional supply
Both directions
Active, participating in the system 19
Grid “3.0”: Multi-directional with customers
at the center
System
operators
Generators
WHOLESALE & TRANSMISSION
SYSTEM
Distribution
system
operators
DISTRIBUTION
SYSTEM
Microgrids
Generation & storage
Other
customers
Aggregators
CUSTOMER
Customers exchange services &
value with each other and the
grid
There is now the possibility for
bidirectional exchanges between
each step of the energy value
chain, visualized here as
concentric circles. For example,
aggregators can now bid customer
resources into wholesale markets.
In this example, flows are directly
counter to the traditional linear
flow from generator to consumer.
20
Merging 3 infrastructures
Electrical Infrastructure
Communication and Data Infrastructure
Transportation Infrastructure 21
Challenge in getting from here to there: Grid
visibility for operators (utilities)
• System Operators have
certain visibility of current grid
• “Edge of the grid” is less
visible
• Less metering/sensing out
towards the “edge” of the grid
• Why this matters? This “edge”
is where DER/Customer
Programs is interconnecting
and needs managing the most
22
Challenge in getting from here to there:
Power systems intelligence, control, dispatch
Descriptive
Analytics
Diagnostic
Analytics
Predictive
Analytics
Prescriptive
Analytics
Difficulty
Value
Where artificial
intelligence
happens?
Where the utility
space currently is?
23
Shout-out to ARPA-E: Changing what’s
possible via technology innovation
• Device-level programs:
• ADEPT / Solar ADEPT
• GRIDS
• DAYS
• System level programs:
• GENI
• NODES
• Grid-data
• PERFORM
• Grid Optimization
Competition
24
Implications for grid tech commercialization
25
Test & iterate across valleys of death
Create
something
no one
wants / isn’t
valuable
Create
something
that doesn’t
work outside
the lab
Death by pilot
Long sales
cycles, low
gross margins
Key: Common Grid Tech
Commercialization
failure modes
26
Apply scientific method to biz model
27
What they all have in common…
• Customer-centric
• Flexible
• Partnership-driven
• Refusal to die or quit
28
Final thoughts
• Deep de-carbonization probably requires us to electrify everything
• Electrification makes the grid ever more important
• Therefore, next gen grid tech is one of the most important and impactful
problems you can work on
• It’s also fun…there’s few vocations that leverage the right and left side of
your brain like this
• We need you!
29
Q&A
Thank you!
https://www.linkedin.com/in/joshuagould/
gould.josh@gmail.com
30

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"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative graduate level course entitled: “Emerging Energy Technologies – From Lab to Market.”

  • 1. 1 Next Gen Grid Tech Commercialization Josh Gould: Director of Innovation @ Duquesne Light, former ARPA-E T2M The following is my opinion and not necessarily that of Duquesne Light or ARPA-E
  • 2. Personal Background Part 1: Starting out Part 2: School of Hard Knocks Part 3: Grid Tech 2
  • 3. Primer: Utilities & Business Models 3
  • 6. “Cost of service” business / regulatory model: What is it? Major capital expenditures, like power plants and transmission lines, but also buildings, computers, fleet vehicles, etc. Percent return utilities make annually on their investment Regular expenses, like labor, power purchases, fuel, insurance and other costs that recur regularly (Rate Base Investment x Rate of Return) + Operating Expenses = Rev Requirement 6
  • 7. “Cost of service” business / regulatory model: How is value delivered / captured? Utility Distribution Transmission Generation Value capture: Bill payments flow from ratepayers to the utility, in exchange for energy consumed $$ Ratepayers Retail Value creation & delivery: Electrons flow uni- directionally from utility to the customer 7
  • 8. Pros & Cons of CoS Business Model Pros: • Utility stability, low cost of capital • Investor stability • Universal energy access (in developed countries) • Improving reliability Cons: • Inherent capital bias • Energy efficiency disincentive • Narrow focus (e.g., carbon, environmental justice, resiliency not necessarily part of business model) 8
  • 9. Important side note: Utilities come in different “flavors” Generation Transmission Distribution Customer/Retail “Vertically Integrated”: Owns and earns rate of return on entire value chain “Wires Company”: Owns, earns return on T&D (sometimes just “D”); some own customer relationship Independent Power Producers (IPPs): Private companies producing bulk power in competitive, wholesale markets (typically “wires company” jurisdictions) – NOT utilities Competitive Retailers: Provide retail electricity to customers, often competing against “wires company” and other competitive retailers. Most (not all) responsible for procuring energy supply and customer billing. NOT utilities (but some are utility subsidiaries) 9
  • 10. Energy System Design Principles, Societal Values Changing CoS Business Model From a system historically designed for… Universal energy access to meet ever- increasing demand Improving reliability Minimizing the cost of service Climate change mitigation and carbon reduction Improved human health through pollution reduction Resilience to natural disasters and malicious threats Increased customer choice and energy democracy Affordability and reduced energy burden Environmental justice for disadvantaged communities System flexibility to incorporate renewable and distributed generation Economic development …to a system with a new, expanded set of values 10
  • 11. Consequently, regulatory reform efforts are changing the ways in which utilities earn money… I. Revenue decoupling II. New DER procurement practices III. Shared savings mechanisms IV. Performance incentive mechanisms (PIMs) V. Equalizing Capex/Opex VI. Securitization of stranded assets VII. Multi-year rate plans VIII. Platform revenues IX. New utility value-added services 11
  • 12. …which is changing utility incentives “De-coupled” Performance- Based Regulation Description Implications • Utility revenues “de-coupled” from electricity sold • Utility negotiates “revenue requirement” (all costs) w/ regulator, compensated for costs regardless of electricity sold • A feature, less a business model itself – can be paired w/ other bus models • Greater incentive for energy efficiency • Many different “flavors”; in general, utility compensated on ability to meet targets • Often focused on outcomes (e.g., environmental) arguably not incented in other models • Can be paired with other bus models • Newest, most nascent model • Highly dependent on nature of incentives • May be more cost-conscious, less capital driven “Cost of Service” 12
  • 13. I thought this class was about commercializing next gen grid tech – why are we talking about regulations and business models? Follow – and please challenge – my logic: 1. Selling is in large part an exercise in empathy: In order to get anyone to buy anything, you need to understand how your product / service could make their business or life better (and convince them of this fact) 2. In order to understand the value-add of your product / service, you must therefore understand how your customers, stakeholders, and competitors make money, and what their underlying incentives are 3. In summary: Commercialization requires selling  requires empathy  necessitates understanding of business model, associated incentives 13
  • 14. Customer & Market Needs: Next Gen Grid Tech 14
  • 15. Growing need for next-gen grid tech to evolve from “yesterday’s” grid Current Power Grid • One-way power flow • Utility has control over electricity flow • Match energy generation with consumption Generation Market Transmission Distribution Customer Few large power plants Centralized mostly regional Based on large power lines Top to bottom Passive, only paying 15
  • 16. What’s driving change? Source: Utility Performance Incentive Mechanisms - A Handbook for Regulators Customer Preferences 16
  • 17. Double-click: Customer preferences over time 2010-2015 1900-2010 2015-2020 Beyond 2020 Transformation Trends • Renewable expansion • Decline of coal fired plants • Growth in energy storage • Smart cities and electric transformation • More electric vehicles • New technologies 17
  • 18. Double-click: What does this mean about where the grid is headed? *Grid Modernization Playbook. EPRI, Palo Alto, CA: 2019. 3002015238 Stage 1: Grid Modernization Stage 2: DER Integration Stage 3: Distributed Markets Customer Adoption Distribution System 18
  • 19. Summary: Grid today increasingly clean, bi- directional, distributed, customer-empowered Today / near-future Power Grid • Two-way power flow • Intermittent resources (solar and wind) • More difficult to match generation and consumption Generation Market Transmission Distribution Customer Fewer large + many small power producers Decentralized, ignoring boundaries Including small-scale transmission and regional supply Both directions Active, participating in the system 19
  • 20. Grid “3.0”: Multi-directional with customers at the center System operators Generators WHOLESALE & TRANSMISSION SYSTEM Distribution system operators DISTRIBUTION SYSTEM Microgrids Generation & storage Other customers Aggregators CUSTOMER Customers exchange services & value with each other and the grid There is now the possibility for bidirectional exchanges between each step of the energy value chain, visualized here as concentric circles. For example, aggregators can now bid customer resources into wholesale markets. In this example, flows are directly counter to the traditional linear flow from generator to consumer. 20
  • 21. Merging 3 infrastructures Electrical Infrastructure Communication and Data Infrastructure Transportation Infrastructure 21
  • 22. Challenge in getting from here to there: Grid visibility for operators (utilities) • System Operators have certain visibility of current grid • “Edge of the grid” is less visible • Less metering/sensing out towards the “edge” of the grid • Why this matters? This “edge” is where DER/Customer Programs is interconnecting and needs managing the most 22
  • 23. Challenge in getting from here to there: Power systems intelligence, control, dispatch Descriptive Analytics Diagnostic Analytics Predictive Analytics Prescriptive Analytics Difficulty Value Where artificial intelligence happens? Where the utility space currently is? 23
  • 24. Shout-out to ARPA-E: Changing what’s possible via technology innovation • Device-level programs: • ADEPT / Solar ADEPT • GRIDS • DAYS • System level programs: • GENI • NODES • Grid-data • PERFORM • Grid Optimization Competition 24
  • 25. Implications for grid tech commercialization 25
  • 26. Test & iterate across valleys of death Create something no one wants / isn’t valuable Create something that doesn’t work outside the lab Death by pilot Long sales cycles, low gross margins Key: Common Grid Tech Commercialization failure modes 26
  • 27. Apply scientific method to biz model 27
  • 28. What they all have in common… • Customer-centric • Flexible • Partnership-driven • Refusal to die or quit 28
  • 29. Final thoughts • Deep de-carbonization probably requires us to electrify everything • Electrification makes the grid ever more important • Therefore, next gen grid tech is one of the most important and impactful problems you can work on • It’s also fun…there’s few vocations that leverage the right and left side of your brain like this • We need you! 29