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Adaptive Control Strategy Extracted from Dynamic Programming and Combined with Driving Pattern Recognition for SPHEB

International Journal of Automotive Technology, 2019, 20(5), 110, pp.1009-1022

2019

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Optimal adaptation equivalent factor of energy management strategy for plug-in CVT HEV

Proceedings of the Institution of Mechanical Engineers. Part D, Journal of automobile engineering, 2019-03, Vol.233 (4), p.877-889

2019

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A Multi-objective Optimization Control Strategy of a Range-Extended Electric Vehicle for the Trip Range and Road Gradient Adaption

International Journal of Automotive Technology, 2024, 25(1), 137, pp.131-145

2024

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An ensemble learning velocity prediction-based energy management strategy for a plug-in hybrid electric vehicle considering driving pattern adaptive reference SOC

Energy (Oxford), 2021-11, Vol.234, p.121308, Article 121308

2021

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Online Recursive Power Management Strategy Based on the Reinforcement Learning Algorithm With Cosine Similarity and a Forgetting Factor

IEEE transactions on industrial electronics (1982), 2021-06, Vol.68 (6), p.5013-5023

2021

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IEEE_Xplore

Energy management strategy based on velocity prediction using back propagation neural network for a plug‐in fuel cell electric vehicle

International journal of energy research, 2021-02, Vol.45 (2), p.2629-2643

2021

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Online correction predictive energy management strategy using the Q-learning based swarm optimization with fuzzy neural network

Energy (Oxford), 2021-05, Vol.223, p.120071, Article 120071

2021

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Velocity prediction using Markov Chain combined with driving pattern recognition and applied to Dual-Motor Electric Vehicle energy consumption evaluation

Applied soft computing, 2021-03, Vol.101, p.106998, Article 106998

2021

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A driving-style-oriented adaptive control strategy based PSO-fuzzy expert algorithm for a plug-in hybrid electric vehicle

Expert systems with applications, 2022-09, Vol.201, p.117236, Article 117236

2022

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Bi-objective optimization strategy of energy consumption and shift shock based driving cycle-aware bias coefficients for a novel dual-motor electric vehicle

Energy (Oxford), 2022-06, Vol.249, p.123596, Article 123596

2022

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Deep Q-learning network based trip pattern adaptive battery longevity-conscious strategy of plug-in fuel cell hybrid electric vehicle

Applied energy, 2022-09, Vol.321, p.119378, Article 119378

2022

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Multi-objective optimized driving strategy of dual-motor EVs using NSGA-II as a case study and comparison of various intelligent algorithms

Applied soft computing, 2021-11, Vol.111, p.107684, Article 107684

2021

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Battery degradation-aware energy management strategy with driving pattern severity factor feedback correction algorithm

Journal of cleaner production, 2024-04, Vol.450, p.141969, Article 141969

2024

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Improved Model Predictive Control Path Tracking Strategy Based an Online Updating Algorithm With Cosine Similarity and a Horizon Factor

IEEE transactions on intelligent transportation systems, 2022-08, Vol.23 (8), p.12429-12438

2022

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IEEE_Xplore

Real-time optimization strategy by using sequence quadratic programming with multivariate nonlinear regression for a fuel cell electric vehicle

International journal of hydrogen energy, 2021-04, Vol.46 (24), p.13240-13251

2021

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Battery aging-aware energy management strategy with dual-state feedback for improving life cycle economy by using multi-neural networks learning algorithm

Journal of energy storage, 2022-02, Vol.46, p.103890, Article 103890

2022

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State of charge estimation with the adaptive unscented Kalman filter based on an accurate equivalent circuit model

Journal of energy storage, 2021-09, Vol.41, p.102840, Article 102840

2021

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Power-balancing Instantaneous Optimization Energy Management for a Novel Series-parallel Hybrid Electric Bus

Chinese journal of mechanical engineering, 2012-11, Vol.25 (6), p.1161-1170

English ed., 2012

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Predictive-ECMS based degradation protective control strategy for a fuel cell hybrid electric vehicle considering uphill condition

eTransportation (Amsterdam), 2022-05, Vol.12, p.100168, Article 100168

2022

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Trip distance adaptive power prediction control strategy optimization for a Plug-in Fuel Cell Electric Vehicle

Energy (Oxford), 2021-06, Vol.224, p.120232, Article 120232

2021

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Intelligent Energy Management Strategy Based on an Improved Reinforcement Learning Algorithm With Exploration Factor for a Plug-in PHEV

IEEE transactions on intelligent transportation systems, 2022-07, Vol.23 (7), p.8725-8735

2022

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IEEE_Xplore

Battery longevity-conscious energy management predictive control strategy optimized by using deep reinforcement learning algorithm for a fuel cell hybrid electric vehicle

Energy (Oxford), 2024-01, Vol.286, p.129344, Article 129344

2024

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Dynamic programming solutions extracted SOC-trajectory online learning generation algorithm based approximate global optimization control strategy for a fuel cell hybrid electric vehicle

Energy (Oxford), 2024-05, Vol.295, p.130728, Article 130728

2024

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An online driver behavior adaptive shift strategy for two-speed AMT electric vehicle based on dynamic corrected factor

Sustainable energy technologies and assessments, 2021-12, Vol.48, p.101598, Article 101598

2021

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Charge depleting range dynamic strategy with power feedback considering fuel-cell degradation

Applied Mathematical Modelling, 2020-04, Vol.80, p.345-365

2020

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Adaptive Control Strategy Extracted from Dynamic Programming and Combined with Driving Pattern Recognition for SPHEB

Optimal adaptation equivalent factor of energy management strategy for plug-in CVT HEV

A Multi-objective Optimization Control Strategy of a Range-Extended Electric Vehicle for the Trip Range and Road Gradient Adaption

An ensemble learning velocity prediction-based energy management strategy for a plug-in hybrid electric vehicle considering driving pattern adaptive reference SOC

Online Recursive Power Management Strategy Based on the Reinforcement Learning Algorithm With Cosine Similarity and a Forgetting Factor

Energy management strategy based on velocity prediction using back propagation neural network for a plug‐in fuel cell electric vehicle

Online correction predictive energy management strategy using the Q-learning based swarm optimization with fuzzy neural network

Velocity prediction using Markov Chain combined with driving pattern recognition and applied to Dual-Motor Electric Vehicle energy consumption evaluation

A driving-style-oriented adaptive control strategy based PSO-fuzzy expert algorithm for a plug-in hybrid electric vehicle

Bi-objective optimization strategy of energy consumption and shift shock based driving cycle-aware bias coefficients for a novel dual-motor electric vehicle

Deep Q-learning network based trip pattern adaptive battery longevity-conscious strategy of plug-in fuel cell hybrid electric vehicle

Multi-objective optimized driving strategy of dual-motor EVs using NSGA-II as a case study and comparison of various intelligent algorithms

Battery degradation-aware energy management strategy with driving pattern severity factor feedback correction algorithm

Improved Model Predictive Control Path Tracking Strategy Based an Online Updating Algorithm With Cosine Similarity and a Horizon Factor

Real-time optimization strategy by using sequence quadratic programming with multivariate nonlinear regression for a fuel cell electric vehicle

Battery aging-aware energy management strategy with dual-state feedback for improving life cycle economy by using multi-neural networks learning algorithm

State of charge estimation with the adaptive unscented Kalman filter based on an accurate equivalent circuit model

Power-balancing Instantaneous Optimization Energy Management for a Novel Series-parallel Hybrid Electric Bus

Predictive-ECMS based degradation protective control strategy for a fuel cell hybrid electric vehicle considering uphill condition

Trip distance adaptive power prediction control strategy optimization for a Plug-in Fuel Cell Electric Vehicle

Intelligent Energy Management Strategy Based on an Improved Reinforcement Learning Algorithm With Exploration Factor for a Plug-in PHEV

Battery longevity-conscious energy management predictive control strategy optimized by using deep reinforcement learning algorithm for a fuel cell hybrid electric vehicle

Dynamic programming solutions extracted SOC-trajectory online learning generation algorithm based approximate global optimization control strategy for a fuel cell hybrid electric vehicle

An online driver behavior adaptive shift strategy for two-speed AMT electric vehicle based on dynamic corrected factor

Charge depleting range dynamic strategy with power feedback considering fuel-cell degradation

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