Title :
Developing a Test Data Set for Electric Vehicle Applications in Smart Grid Research
Author :
Akhavan-Hejazi, Hossein ; Mohsenian-Rad, Hamed ; Nejat, Ali
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Riverside, Riverside, CA, USA
Abstract :
We analyze a detailed set of driving traces for 536 GPS-equipped taxi vehicles and combine them with the features of four different plug-in hybrid electric vehicle (PHEV) brands that currently dominate the North American market in order to develop a test data set for PHEV-related research in the field of smart grid. Our developed data set is made available to public in [1]. It consists of various information, including but not limited to per-PHEV traces of state-of-charges (SoCs), per-PHEV traces of charging loads at different carefully identified charging stations, per-PHEV information on SoC and charging deadline when the PHEV is parked at a charging station, and some information about the potential of PHEVs for vehicle-to-grid applications.
Keywords :
hybrid electric vehicles; smart power grids; GPS-equipped taxi vehicles; PHEV; SoCs; charging stations; plug-in hybrid electric vehicle; smart grid research; state-of-charges; test data set; vehicle-to-grid applications; Airports; Batteries; Charging stations; Global Positioning System; Smart grids; System-on-chip; Vehicles;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th
Conference_Location :
Vancouver, BC
DOI :
10.1109/VTCFall.2014.6965934
