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John Wamburu, Christopher Raff, David Irwin and Prashant Shenoy
University of Massachusetts, Amherst
Greening Electric Bike Sharing Using Solar Charging
Stations
Rise of ride sharing
• Catapulted by the ubiquity of smartphones
• Mostly made up of car-based sharing and bike sharing
• High carbon emissions
1
Research question
• How can we make ride sharing greener?
• Focus on electric bike sharing
– How can we make an electric bike sharing system zero carbon?
2
Electric bikes (E-bikes)
• Type of small EV
• Powered by electric grid
• Requires electric charging infrastructure
• Not zero-carbon
3
How can we make electric bike sharing zero carbon?
Outline
• Introduction
• Hardware design of a solar charging station
• Analysis of an electric bike sharing system
• Conclusions
4
Prototype solar charging station design
Design Goals
• Harvest enough solar energy to charge
bikes docked at a station
• Enough solar array to charge during the
day
• Have enough storage for backup energy
during low solar hours e.g. night
5
Prototype data analysis
• Able to generate 0.54kWh per day on single panel
• Enough to charge 2 bikes to full capacity
• Able to charge single bike battery from zero to full capacity in 3 hours
6
Designing an electric bike sharing system
7
• How many solar panels and battery capacity are required in an
entire bike sharing system?
– Grid-tied design
– Off-grid design
Analysis of an electric bike sharing system
8
59 Stations
490 Bikes
70,076 Trips
1 Year
Grid-tied net zero carbon design
9
Key result: A single panel installed at each station is capable of meeting entire
annual energy demand.
• Max annual energy consumption:
267kWh
• Single 320W panel generation:
296kWh
Off-grid true zero carbon design
10
• Key result: an off-grid design requires approximately 2 panels per station in
the average case, which is 2x higher than a net-metered design
No. of panels required by season Max no. of panels across
seasons
Battery size and panel tradeoff
11
• Key result: there exists a tradeoff between the size of solar array installed
and the required battery size per station
Battery size per station Battery size and panel array
tradeoff
Carbon benefits
12
Key results
• Carbon emission reduction is realized in both off-grid and grid-tied designs
• Emission reduction in net-metered design much higher due to added benefit
of injecting excess solar generation into the grid
• Total emission reduction in
off-grid design: 0.2MT
• Total emission reduction in
net-metered design: 1.1MT
Conclusions
13
• We presented the design of a solar powered bike charging station
• We showed the feasibility of the design in off-grid and net-metered
designs
• We showed that a single panel is sufficient to meet the annual energy
demand of a station in the net-metered design
• In the off-grid design, this is approximately 2x panels
• Finally, we showed that up to 1.1MT of CO2 emission can be reduced
annually by substituting grid energy with solar
Acknowledgements
• Lab. for Advanced Software Systems: http://lass.cs.umass.edu
• ValleyBike bike share system: https://www.valleybike.org/
• NSF grant 1645952 and MA Department of Energy Resources.
14
Thanks!
15
John Wamburu
jwamburu@cs.umass.edu
University of Massachusetts Amherst

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Solar wireless electric charging bikes

  • 1. John Wamburu, Christopher Raff, David Irwin and Prashant Shenoy University of Massachusetts, Amherst Greening Electric Bike Sharing Using Solar Charging Stations
  • 2. Rise of ride sharing • Catapulted by the ubiquity of smartphones • Mostly made up of car-based sharing and bike sharing • High carbon emissions 1
  • 3. Research question • How can we make ride sharing greener? • Focus on electric bike sharing – How can we make an electric bike sharing system zero carbon? 2
  • 4. Electric bikes (E-bikes) • Type of small EV • Powered by electric grid • Requires electric charging infrastructure • Not zero-carbon 3 How can we make electric bike sharing zero carbon?
  • 5. Outline • Introduction • Hardware design of a solar charging station • Analysis of an electric bike sharing system • Conclusions 4
  • 6. Prototype solar charging station design Design Goals • Harvest enough solar energy to charge bikes docked at a station • Enough solar array to charge during the day • Have enough storage for backup energy during low solar hours e.g. night 5
  • 7. Prototype data analysis • Able to generate 0.54kWh per day on single panel • Enough to charge 2 bikes to full capacity • Able to charge single bike battery from zero to full capacity in 3 hours 6
  • 8. Designing an electric bike sharing system 7 • How many solar panels and battery capacity are required in an entire bike sharing system? – Grid-tied design – Off-grid design
  • 9. Analysis of an electric bike sharing system 8 59 Stations 490 Bikes 70,076 Trips 1 Year
  • 10. Grid-tied net zero carbon design 9 Key result: A single panel installed at each station is capable of meeting entire annual energy demand. • Max annual energy consumption: 267kWh • Single 320W panel generation: 296kWh
  • 11. Off-grid true zero carbon design 10 • Key result: an off-grid design requires approximately 2 panels per station in the average case, which is 2x higher than a net-metered design No. of panels required by season Max no. of panels across seasons
  • 12. Battery size and panel tradeoff 11 • Key result: there exists a tradeoff between the size of solar array installed and the required battery size per station Battery size per station Battery size and panel array tradeoff
  • 13. Carbon benefits 12 Key results • Carbon emission reduction is realized in both off-grid and grid-tied designs • Emission reduction in net-metered design much higher due to added benefit of injecting excess solar generation into the grid • Total emission reduction in off-grid design: 0.2MT • Total emission reduction in net-metered design: 1.1MT
  • 14. Conclusions 13 • We presented the design of a solar powered bike charging station • We showed the feasibility of the design in off-grid and net-metered designs • We showed that a single panel is sufficient to meet the annual energy demand of a station in the net-metered design • In the off-grid design, this is approximately 2x panels • Finally, we showed that up to 1.1MT of CO2 emission can be reduced annually by substituting grid energy with solar
  • 15. Acknowledgements • Lab. for Advanced Software Systems: http://lass.cs.umass.edu • ValleyBike bike share system: https://www.valleybike.org/ • NSF grant 1645952 and MA Department of Energy Resources. 14