MedadRufus/MastersProject
This project does data analysis of parameters from an E bike, in order to do accurate range estimations.
Jupyter NotebookMIT
Issues
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Plot where the training data comes and the test comes from, in route never seen
#238 opened by MedadRufus - 1
Calibrate Barometric Altitude
#236 opened by MedadRufus - 0
Overlay 3d map with putney loop
#237 opened by MedadRufus - 2
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Add word count to front page
#223 opened by MedadRufus - 0
Ensure all params start with captial
#235 opened by MedadRufus - 0
Try to remake the ml diagram like this
#230 opened by MedadRufus - 2
Hypothesis: The model scales well with trip length
#231 opened by MedadRufus - 0
Solution to remove stationary error: Remove all stationary data from training(and test)
#232 opened by MedadRufus - 0
Mention exact model of ebike for reproducablity.
#226 opened by MedadRufus - 0
Add in many references
#229 opened by MedadRufus - 0
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Show map of test run vs training run.
#211 opened by MedadRufus - 0
Don't count power when in the same location
#216 opened by MedadRufus - 2
Convert to latex
#219 opened by MedadRufus - 0
switch all mph readings to kmh
#222 opened by MedadRufus - 1
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Put circuit diagram in appendix
#227 opened by MedadRufus - 0
Review Billy Wu's comments on 1st draft
#225 opened by MedadRufus - 0
annotate the gravity pair plots with trend curves
#221 opened by MedadRufus - 0
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Figure out error with road grade
#218 opened by MedadRufus - 0
scenario
#198 opened by MedadRufus - 0
Confidence in the predictions is key for trust
#197 opened by MedadRufus - 0
Say max power output falls as SOC falls
#191 opened by MedadRufus - 0
Update all the plots and ready for publication
#212 opened by MedadRufus - 0
New offline Feature: Curvature of route
#213 opened by MedadRufus - 0
Comment on the lack of history in training data.
#214 opened by MedadRufus - 0
How about putting past gps positions as a feature?
#215 opened by MedadRufus - 0
Consequence of running out of battery
#203 opened by MedadRufus - 1
Calculate SOC with couloumb counting, but start SOC calculated with voltage lookup method
#206 opened by MedadRufus - 0
Estimate soc
#207 opened by MedadRufus - 6
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Show distributions of each loop power.
#210 opened by MedadRufus - 0
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Use last n steps as features
#194 opened by MedadRufus - 0
Talk about feature importance after model results
#195 opened by MedadRufus - 0
limited battery life is a pernial problem for EVs.
#196 opened by MedadRufus - 0
For the putney loop plot, filter it, and then limit by latitude to ensure no over lap
#199 opened by MedadRufus - 0
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Show proof of SOC accuracy
#192 opened by MedadRufus - 0
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Create new feature horizontal Distance
#204 opened by MedadRufus