Analysis of Naturalistic Electric Bike Rider Behavior: Energy and
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Transcript Analysis of Naturalistic Electric Bike Rider Behavior: Energy and
Analysis of Naturalistic Electric Bike Rider
Behavior: Energy and Power Considerations
By Noelani Fishman and Breanna Piercy
Graduate Assistant: Kwaku Boakye
Professors: Shashi Nambisan, Chris Cherry
Center for Transportation Research
University of Tennessee, Knoxville
Goals
• Determine how much energy is put into pedaling
a standard e-bike
• Analyze naturalistic behavior
■ Interpret data about
◙ Power expenditure
◙ user’s energy distribution
◙ Electric bicycle’s efficiency
• Encourage use of electric bikes
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Introduction
• An e-bike is a hybrid between human and
electrical power that uses an electric motor to
assist its rider
❖ UT hosted an
on-campus ebike share
program in
2012
❖ Currently,
research
continues
centered
around e-bikes
at UT
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Bicycle/E-bike Share Programs
• are self-serving bike stations in cities
■
■
■
■
First 30 minutes free
Return to other station
Mainly in Europe and Asia
Two cities:
Denver
◙ New York City
◙
• E-bike share programs rare in US
■
Started on UT campus in TN
◙
Ended within a year
• San Francisco plans on creating a program
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Classifications and Parts of E-Bikes
•How electric bikes operate:
■ Power-assisted
■ Power-on-demand
•Electric Bike Classification:
■ Pedal Assist
■ Throttle on Demand
■ Speed Pedelic
■ Moped or Motorcycle
•Three main components of an electric bike:
■ The Battery
■ The Motor
■ The Controller
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Anatomy of an E-bike
We will add a picture of an e-bike
right here, and
then use graphics to explain its
anatomy. We haven’t done this yet
because we are going to use a
picture we take ourselves.
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Advantages of
E-bikes
● Promotes exercise
● On some e-bikes, can pedal to
power motor
● Easier to pedal
● More energy efficient for uphill and
against wind riding
● Greener form of transportation
● Requires greater use of ab muscles
because of weight
● Smaller environmental footprint than
regular bicycles
Disadvantages of
E-bikes
●
●
●
●
●
●
Heavier than normal bikes
Expensive
Increased crash rates on bike trails
Difficult to steer
Cumbersome due to weight and size
Greater speeds lead to safety
concerns
● Not as much exercise as a normal
bike
● Government regulations are vague
and restrict usage
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Country Experiences and Legislation of E-bikes
• E-bike usage in the United States is limited due to legislation
put in place by state governments
• Limits put on e-bikes include:
■ Speed limit
■ Must follow regular bicycle regulations
■ Must have pedals
■ Weight restrictions
■ Motor wattage
• E-bikes have increased in popularity globally
■ In 2012, 29.3 million e-bikes were sold globally
• E-bike popularity has boomed in China and the Netherlands
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The Process
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Data we don’t yet know
Equation we use to figure out power used by
each rider
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Data we don’t yet know
This would be a chart to explain the differences
between electricity-free riding and full
electricity riding
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Data we don’t yet know
Conclusion of data and the result we got
5-12
Bibliography
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2015.
"How An Electric Bike Works | Simply How EBikes Work." How An Electric Bike Works |
Simply How EBikes Work. N.p., n.d. Web. 29 June 2015.
"What Are Electric Bike Classes and Why Do They Matter? - ElectricBikeReview.com."
Electric Bike Review. N.p., n.d. Web. 29 June
2015.
"Will Electric Bicycles Get Americans to Start Pedaling?" By Marc Gunther: Yale
Environment 360. N.p., n.d. Web. 30 June 2015.
"Electric Bikes, On A Roll In Europe, Start To Climb In U.S." NPR. NPR, n.d. Web. 1 July
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MultiUse Paths. N.p., n.d. Web. 01 July 2015.
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Macarthur, John, Jennifer Dill, and Mark Person. "Electric Bikes in North
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Transportation Research Record: Journal of the
Transportation Research Board 2468
(2014): 123-30. Web. 1 July 2015.
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Bibliography
Behrendt, Frauke. "Using Electrically-assisted Bikes: Lazy Cheaters or Healthy Travellers?" The Guardian. N.p.,
14 May 2013. Web. 1 July 2015.
Hodapp, Patty. "Why You Need An Electric Bike." Men's Fitness. Weider Publications, n.d. Web. 1 July 2015.
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"Welcome to Electric-Bikes.com." Environmental Benefits. N.p., n.d. Web. 01 July 2015.
"Environmental Benefits - Justebikes." Justebikes. Low Emission Vehicles Ltd, n.d. Web. 01 July 2015.
Zeng, Heshuang. "China Transportation Briefing: E-bikes and the Challenge of Traffic Safety." The City Fix.
World Resources Institute, 14 May 2014. Web. 02 July 2015.
"Electric Bicycle Safety." Electric Bicycle Guide. SBI!, 2010. Web. 07 July 2015.
"5 Reasons Why E-Bikes Are Safer Than Regular Bikes." The New Wheel. Disqus, 2014. Web. 02 July 2015.
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Transportation Federal Highway Administration, n.d. Web. 02 July 2015.
"Infographic: Bike Sharing Sweeps the U.S." Infographic: Bike Sharing Sweeps the U.S. Disqus, 29 Aug. 2013.
Web. 07 July 2015.
"What Is B-cycle?" Denver B-cycle. B-cycle, 2014. Web. 02 July 2015.
Snyder, Nina. "Denver B-cycle Review." About Travel. About.com, n.d. Web. 02 July 2015.
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"E-Bike Sharing at UTK." E-Bike Sharing at UTK. N.p., 2012. Web. 02 July 2015.
Streeter, A. K. "City CarShare to Launch Pilot Electric Bike Share Program." TreeHugger. MNN HOLDING
COMPANY, 21 Jan. 2014. Web. 02 July 2015.
Walker, Alissa. "Why Don't More Cities Have E-Bike Shares?" Gizmodo. N.p., 24 June 2014. Web. 02 July 2015.
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Acknowledgements
This work was supported primarily by the ERC
Program of the National Science Foundation and
DOE under NSF Award Number EEC-1041877.
Other US government and industrial sponsors of
CURENT research are also gratefully
acknowledged.
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Questions and Answers
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