Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Electric Vehicle Velocity and Energy Consumption Predictions Using Transformer and Markov-Chain Monte Carlo

Journal Article · · IEEE Transactions on Transportation Electrification

Not provided.

Research Organization:
Tennessee Technological Univ., Cookeville, TN (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
DOE Contract Number:
EE0008888
OSTI ID:
1980598
Journal Information:
IEEE Transactions on Transportation Electrification, Vol. 8, Issue 3; ISSN 2372-2088
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (32)

Curve speed model for driver assistance based on driving style classification journal August 2017
Driver curve speed model and its application to ACC speed control in curved roads journal March 2013
Driver Interaction at Intersections: A Hybrid Dynamic Game Based Model conference October 2020
Modeling and performance analysis of a hybrid driver model journal August 1999
A Stochastic Driver Pedal Behavior Model Incorporating Road Information journal October 2017
Vehicle tractive force prediction with robust and windup-stable Kalman filters journal January 2016
Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method With AR Models journal June 2016
Analysis of Recurrent Neural Networks for Probabilistic Modeling of Driver Behavior journal May 2017
A Combined Model- and Learning-Based Framework for Interaction-Aware Maneuver Prediction journal June 2016
Vehicle Speed Prediction Using Deep Learning conference October 2015
Investigating long‐term vehicle speed prediction based on BP‐LSTM algorithms journal May 2019
Analysis of individual driver velocity prediction using data-driven driver models with environmental features conference June 2017
Forecasts of Electric Vehicle Energy Consumption Based on Characteristic Speed Profiles and Real-Time Traffic Data journal February 2020
Velocity Prediction of Intelligent and Connected Vehicles for a Traffic Light Distance on the Urban Road journal November 2019
Congested traffic states in empirical observations and microscopic simulations journal August 2000
Numerical differentiation with annihilators in noisy environment journal September 2008
Power prediction for electric vehicles using online machine learning journal January 2020
On short-term traffic flow forecasting and its reliability journal January 2016
Smart Charging Schedules for Highway Travel With Electric Vehicles journal June 2016
What drives range preferences in electric vehicle users? journal November 2013
Non-linear estimation is easy journal January 2008
Winter Happens: The Effect of Ambient Temperature on the Travel Range of Electric Vehicles journal June 2016
Sensitivity analysis for energy demand estimation of electric vehicles journal July 2016
Understanding the influence of in-vehicle information systems on range stress – Insights from an electric vehicle field experiment journal November 2016
An Integrated Fault Isolation and Prognosis Method for Electric Drive Systems of Battery Electric Vehicles journal March 2021
Vehicle Speed Prediction by Two-Level Data Driven Models in Vehicular Networks journal July 2017
Calibrating Car-Following Models by Using Trajectory Data: Methodological Study
  • Kesting, Arne; Treiber, Martin
  • Transportation Research Record: Journal of the Transportation Research Board, Vol. 2088, Issue 1 https://doi.org/10.3141/2088-16
journal January 2008
Prediction of Vehicle Velocity for Model Predictive Control journal January 2015
Velocity and energy trajectory prediction of electrified powertrain for look ahead control journal December 2020
Energy management of a dual-mode power-split hybrid electric vehicle based on velocity prediction and nonlinear model predictive control journal March 2017
Fast Parametric Estimation for Macroscopic Traffic Flow Model journal January 2008
Ultra-local model predictive control: A model-free approach and its application on automated vehicle trajectory tracking journal August 2020