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Managed Charging
Turning an EV into a ‘Vitual Sub-meter’
Laura McCarty, COO
February 2021
FLEXCHARGING
INC
FLEXCHARGING
INC
Energy & Transportation Disruption
•  Variable Energy Resources require
Demand Flexibility
•  EVS can be a Demand Flexibility Asset –
TODAY
•  Easily
•  Quickly
•  Cheaply
•  Utilities can signal when to charge via
Rate Schedules or Dynamic Price Curves
•  After meeting driver constraints
FLEXCHARGING
INC
Using EVs to “Smooth the Duck”
Net
Load
Noon
AM PM
FlexCharging
FLEXCHARGING
INC
AUTOMAKER CLOUD
SERVICE
FLEXCHARGING
INC
How Does It Work: Connected Car APIs
AUTOMAKER
API
OEM CLOUD
SERVICE
FLEXCHARGING
ENERGYNET SERVICE
FLEXCHARGING
INC
• A group pilot with a transportation network company, Utah State University, and Idaho National Lab
• Phase 2 in 4 cities (WestSmart EV@Scale)
PENINSULA CLEAN ENERGY - Readying for Phase 2
ROCKY MOUNTAIN POWER - In Phase 2
• Pilot project for load management, and reporting for Low Carbon Fuel Standard credits
ELECTRIC POWER RESEARCH INSTITUTE – R&D Project Complete
• Providing thought leadership on a new building & EV control protocol, integrating dynamic prices
AGL - an AUSTRALIAN UTILITY – In Phase 1
• 50 car pilot project starting Q1 2021
Data Pilots
ORGANIC DRIVERS - Ongoing
•  Those who find the FlexCharging app and install it without a utility partner incentive
•  Use the app to help manage charging to the cheapest or best times of the day for the grid
FLEXCHARGING
INC
What Happened?
EVs Charging
Corridor
Public
Residential
Workplace
FLEXCHARGING
INC
What Happened?
Long Distance Driving Analysis
• EV’s are used for long road trips.
• Vehicle telematics enable questions like
“Where are EVs when their SOC <30%”
EVs Driving
FLEXCHARGING
INC
What Does It Mean? To Utilities
Demonstrating that managed charging has an impact on
the grid
FLEXCHARGING
INC
So What? Reduce driver cost of charging
Beginning
the analysis
of cost
savings for
reporting to
drivers and
utilities
- Significant
cost savings
seen based
on the rate
schedule
used
FLEXCHARGING
INC
So What? – Impact – Avoided Energy Shifted to Off-Peak Times
FLEXCHARGING
INC
So What? – Impact – Avoided Carbon Emissions & Air Pollution
Managed Charging can reduce CO2 emissions
•  WattTime marginal CO2 emissions forecast
•  Early estimate: ~30% reduction
EV adoption avoids air pollution
NOx, Particulate matter, formaldehyde, carbon monoxide
EV’s improve air quality
Reduces healthcare expenses
and saves lives in
disadvantaged communities
Time to set policy goals!
FLEXCHARGING
INC
EV Managed Charging Learning
Drivers (even Tesla drivers) use L1 charging
–  Much more than was anticipated prior to data pilots
Drivers won’t always tell you what you need to know
–  No utility and/or rate schedule – but request managed charging
–  Make intelligent decisions about how to manage those sessions
Telematics data requires data analysts/data scientists
-  Data analysts paired with EV Program Managers yields the most value
-  Domain expertise in energy will add to actionable intelligence around data inference
Regulatory and Policy Implications
-  Managed Charging + marginal CO2 forecasts will lower CO2 emissions
-  Telematics data can quantify effectiveness of EV adoption investments on air pollution
-  Data allows for equity opportunities such as claiming of LCFS credits around charging
FLEXCHARGING
INC
Turn the EV into a Virtual Sub-Meter
–  Reduce driver cost of charging
–  Improve driver understanding of their EVs and new fuel
–  Shift charge energy and power to utility desired times
-  RE Curtailment
-  Peak Load Reduction
-  Distribution Constraints
–  Reduce emissions
-  Global
-  Local
FLEXCHARGING
INC
Laura McCarty
FlexCharging
Laura.Mccarty@flexcharging.com
THANK YOU
FLEXCHARGING
INC
FLEXCHARGING
INC
NISSAN CLOUD
SERVICE
FORD CLOUD
SERVICE
GM CLOUD
SERVICE
TESLA
CLOUD SERVICE
Demand Flexibility & Demand Response
FLEXCHARGING ENERGYNET
SERVICE
OVER 2000
UTILITIES IN US
FLEXCHARGING
INC
OPEN ADR
FLEXCHARGING
INC
What Happened? - EVs Charging
Charging data is rich
– Model of the EV
– Charger Location
– Outside Temperature
– Duration
– Power characteristics
– etc.
FLEXCHARGING
INC
What Does it Mean? – Data Inference
Charging data can be used as a basis for
additional rich data insights:
–  Charger Type – Level 1, Level 2, DCFC…
–  Charge Session Intelligence
- Plug-in time vs. Active charging time
–  Interplay between battery capacity and
charging style
FLEXCHARGING
INC
What Does it Mean? To Drivers?
Complex Answer: Using the PG&E EVA rate schedule, that session would have been priced at anywhere from a high
of $0.3890/kwh to a low of $0.1460/kwh and a midpoint of $0.230/kwh.
Simple Question – What did my charge session cost?
FLEXCHARGING
INC
What Does It Mean? To Utilities
- How to craft Programs and Incentives given different charging styles
- A/B Testing to move “Empty Battery” to “Periodic”
Periodic Charging
Empty Battery
Charging
FLEXCHARGING
INC
So What? Improve Driver Understanding
Offer drivers easy-to-
understand information
about charging –
including estimated
cost & savings
FLEXCHARGING
INC
So What?
Impact against Goals:
1.  Reduce driver cost of charging
2.  Improve driver understanding of their EVs
3.  Shift charge energy and power to utility desired times
4.  Reduce emissions

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Managed Charging by Laura McCarty

  • 1. Managed Charging Turning an EV into a ‘Vitual Sub-meter’ Laura McCarty, COO February 2021 FLEXCHARGING INC
  • 2. FLEXCHARGING INC Energy & Transportation Disruption •  Variable Energy Resources require Demand Flexibility •  EVS can be a Demand Flexibility Asset – TODAY •  Easily •  Quickly •  Cheaply •  Utilities can signal when to charge via Rate Schedules or Dynamic Price Curves •  After meeting driver constraints FLEXCHARGING INC Using EVs to “Smooth the Duck” Net Load Noon AM PM FlexCharging
  • 3. FLEXCHARGING INC AUTOMAKER CLOUD SERVICE FLEXCHARGING INC How Does It Work: Connected Car APIs AUTOMAKER API OEM CLOUD SERVICE FLEXCHARGING ENERGYNET SERVICE
  • 4. FLEXCHARGING INC • A group pilot with a transportation network company, Utah State University, and Idaho National Lab • Phase 2 in 4 cities (WestSmart EV@Scale) PENINSULA CLEAN ENERGY - Readying for Phase 2 ROCKY MOUNTAIN POWER - In Phase 2 • Pilot project for load management, and reporting for Low Carbon Fuel Standard credits ELECTRIC POWER RESEARCH INSTITUTE – R&D Project Complete • Providing thought leadership on a new building & EV control protocol, integrating dynamic prices AGL - an AUSTRALIAN UTILITY – In Phase 1 • 50 car pilot project starting Q1 2021 Data Pilots ORGANIC DRIVERS - Ongoing •  Those who find the FlexCharging app and install it without a utility partner incentive •  Use the app to help manage charging to the cheapest or best times of the day for the grid
  • 6. FLEXCHARGING INC What Happened? Long Distance Driving Analysis • EV’s are used for long road trips. • Vehicle telematics enable questions like “Where are EVs when their SOC <30%” EVs Driving
  • 7. FLEXCHARGING INC What Does It Mean? To Utilities Demonstrating that managed charging has an impact on the grid
  • 8. FLEXCHARGING INC So What? Reduce driver cost of charging Beginning the analysis of cost savings for reporting to drivers and utilities - Significant cost savings seen based on the rate schedule used
  • 9. FLEXCHARGING INC So What? – Impact – Avoided Energy Shifted to Off-Peak Times
  • 10. FLEXCHARGING INC So What? – Impact – Avoided Carbon Emissions & Air Pollution Managed Charging can reduce CO2 emissions •  WattTime marginal CO2 emissions forecast •  Early estimate: ~30% reduction EV adoption avoids air pollution NOx, Particulate matter, formaldehyde, carbon monoxide EV’s improve air quality Reduces healthcare expenses and saves lives in disadvantaged communities Time to set policy goals!
  • 11. FLEXCHARGING INC EV Managed Charging Learning Drivers (even Tesla drivers) use L1 charging –  Much more than was anticipated prior to data pilots Drivers won’t always tell you what you need to know –  No utility and/or rate schedule – but request managed charging –  Make intelligent decisions about how to manage those sessions Telematics data requires data analysts/data scientists -  Data analysts paired with EV Program Managers yields the most value -  Domain expertise in energy will add to actionable intelligence around data inference Regulatory and Policy Implications -  Managed Charging + marginal CO2 forecasts will lower CO2 emissions -  Telematics data can quantify effectiveness of EV adoption investments on air pollution -  Data allows for equity opportunities such as claiming of LCFS credits around charging
  • 12. FLEXCHARGING INC Turn the EV into a Virtual Sub-Meter –  Reduce driver cost of charging –  Improve driver understanding of their EVs and new fuel –  Shift charge energy and power to utility desired times -  RE Curtailment -  Peak Load Reduction -  Distribution Constraints –  Reduce emissions -  Global -  Local
  • 14. FLEXCHARGING INC NISSAN CLOUD SERVICE FORD CLOUD SERVICE GM CLOUD SERVICE TESLA CLOUD SERVICE Demand Flexibility & Demand Response FLEXCHARGING ENERGYNET SERVICE OVER 2000 UTILITIES IN US FLEXCHARGING INC OPEN ADR
  • 15. FLEXCHARGING INC What Happened? - EVs Charging Charging data is rich – Model of the EV – Charger Location – Outside Temperature – Duration – Power characteristics – etc.
  • 16. FLEXCHARGING INC What Does it Mean? – Data Inference Charging data can be used as a basis for additional rich data insights: –  Charger Type – Level 1, Level 2, DCFC… –  Charge Session Intelligence - Plug-in time vs. Active charging time –  Interplay between battery capacity and charging style
  • 17. FLEXCHARGING INC What Does it Mean? To Drivers? Complex Answer: Using the PG&E EVA rate schedule, that session would have been priced at anywhere from a high of $0.3890/kwh to a low of $0.1460/kwh and a midpoint of $0.230/kwh. Simple Question – What did my charge session cost?
  • 18. FLEXCHARGING INC What Does It Mean? To Utilities - How to craft Programs and Incentives given different charging styles - A/B Testing to move “Empty Battery” to “Periodic” Periodic Charging Empty Battery Charging
  • 19. FLEXCHARGING INC So What? Improve Driver Understanding Offer drivers easy-to- understand information about charging – including estimated cost & savings
  • 20. FLEXCHARGING INC So What? Impact against Goals: 1.  Reduce driver cost of charging 2.  Improve driver understanding of their EVs 3.  Shift charge energy and power to utility desired times 4.  Reduce emissions