Data-driven predictive energy management and emission optimization for hybrid electric buses considering speed and passengers prediction

Model predictive control of hybrid electric vehicles for fuel economy, emission reductions, and inter-vehicle safety in car-following scenarios

(2020) Xiaosong Hu et al.   ENERGY

Hierarchical predictive energy management of hybrid electric buses based on driver information

(2020) Menglin Li et al.   JOURNAL OF CLEANER PRODUCTION

Multi-objective energy management for fuel cell electric vehicles using online-learning enhanced Markov speed predictor

(2020) Yang Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

Forecasting electricity consumption using a novel hybrid model

(2020) Guo-Feng Fan et al.   Sustainable Cities and Society

Model predictive energy management for plug-in hybrid electric vehicles considering optimal battery depth of discharge

(2019) Shaobo Xie et al.   ENERGY

ARIMA-Based Road Gradient and Vehicle Velocity Prediction for Hybrid Electric Vehicle Energy Management

(2019) Jinquan Guo et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Periodogram estimation based on LSSVR-CCPSO compensation for forecasting ship motion

(2019) Ming-Wei Li et al.   NONLINEAR DYNAMICS

Continuous reinforcement learning of energy management with deep Q network for a power split hybrid electric bus

(2018) Jingda Wu et al.   APPLIED ENERGY

Life cycle greenhouse gas emission reduction potential of battery electric vehicle

(2018) Zhixin Wu et al.   JOURNAL OF CLEANER PRODUCTION

Emission reduction by combined rule based-artificial bee colony optimization algorithm for converted plug-in hybrid electric vehicle

(2018) Pritam K. Gujarathi et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Comparison of real-world and certification emission rates for light duty gasoline vehicles

(2018) Tanzila Khan et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Emission modelling of light-duty vehicles in India using the revamped VSP-based MOVES model: The case study of Hyderabad

(2018) Harikishan Perugu   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

An Adaptive Online Prediction Method With Variable Prediction Horizon for Future Driving Cycle of the Vehicle

(2018) Yuecheng Li et al.   IEEE Access

Pontryagin’s Minimum Principle based model predictive control of energy management for a plug-in hybrid electric bus

(2018) Shaobo Xie et al.   APPLIED ENERGY

Model predictive control power management strategies for HEVs: A review

(2017) Yanjun Huang et al.   JOURNAL OF POWER SOURCES

Modelling and control of hybrid electric vehicles (A comprehensive review)

(2017) Wisdom Enang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Predictive air-conditioner control for electric buses with passenger amount variation forecast☆

(2017) Hongwen He et al.   APPLIED ENERGY

Driving-behavior-aware stochastic model predictive control for plug-in hybrid electric buses

(2016) Liang Li et al.   APPLIED ENERGY

A review on hybrid electric vehicles architecture and energy management strategies

(2016) M.F. M. Sabri et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles

(2015) Chao Sun et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles

(2015) Chao Sun et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Incorporating Vehicle Emissions Models into the Geometric Highway Design Process

(2015) Myunghoon Ko   TRANSPORTATION RESEARCH RECORD

Optimal energy management for a diesel hybrid electric vehicle considering transient PM and quasi-static NOx emissions

(2014) Tobias Nüesch et al.   CONTROL ENGINEERING PRACTICE

Energy management strategy for plug-in hybrid electric vehicles. A comparative study

(2013) J.L. Torres et al.   APPLIED ENERGY

Drive Cycle Prediction and Energy Management Optimization for Hybrid Hydraulic Vehicles

(2013) Frank A. Bender et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Route Preview in Energy Management of Plug-in Hybrid Vehicles

(2011) Chen Zhang et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Valuation of plug-in vehicle life-cycle air emissions and oil displacement benefits

(2011) J. J. Michalek et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predictive energy management of a 4QT series-parallel hybrid electric bus

(2009) Lars Johannesson et al.   CONTROL ENGINEERING PRACTICE