I need to collect driving data such as speed, battery SOC, GPS location, ambient temperature, elevation for a specific EV ( say Renault Zoe), but I'm not sure what is the best way to do this and what I would need.
Many studies have used OBD-2 loggers. There are other cloud-based technologies like Geotab or Airbiquity. Also, I wonder if there are any mobile apps that can fulfil these requirements.
Thank you.
Hilal Yılmaz You can try dedicated vehicle tracking products (eg. Teltonika, Ruptela, ATrack, Tkstar, TrackingFox, SkyPatrol, GoSafe, Concox, Dolphin, Meitrack, Tramigo, Quecklink, Galileosky, etc). Check the highlighted options and you'll be able to choose the most closest to your needs. We use Teltonika telematics products in our fleet tracking solution called FLEETware. Details about Teltonika options: https://teltonika-gps.com/products/vehicle-tracking/
pls see this paper
Fuel Consumption Using OBD-II and Support Vector Machine Model
Article Fuel Consumption Using OBD-II and Support Vector Machine Model
Hilal Yılmaz from obd2 you can obtain all data you need (https://www.quora.com/What-is-a-good-OBD2-that-is-compatible-with-Electric-Cars):
Speed,Gids,SOC,AHr,Pack Volts,Pack Amps,Max CP mV,Min CP mV,Avg CP mV,CP mV Diff,Judgment Value,Pack T1 F,Pack T1 C,Pack T2 F,Pack T2 C,Pack T3 F,Pack T3 C,Pack T4 F,Pack T4 C,CP1 through CP96,12v Bat Amps,VIN,Hx,12v Bat Volts,Odo(km),QC,L1/L2,TP-FL,TP-FR,TP-RR,TP-RL,Ambient,SOH,RegenWh,BLevel,epoch time,Motor Pwr(100w),Aux Pwr(100w),A/C Pwr(250w),A/C Comp(0.1MPa),Est Pwr A/C(50w),Est Pwr Htr(250w),Plug State,Charge Mode,OBC Out Pwr,Gear,HVolt1,HVolt2,GPS Status,Power SW,BMS,OBC
Instead of use LeafSpy you can try With CanZE (for Android phones).
Other option could be instrument the vehicle adding extra (external) sensors.
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