Adaptive energy management for hybrid power system considering fuel economy and battery longevity

S Li, C Gu, P Zhao, S Cheng - Energy Conversion and Management, 2021 - Elsevier
The adoption of hybrid powertrain technology brings a bright prospective to improve the
economy and environmental friendliness of traditional oil-fueled automotive and solve the …

Health-Conscious vehicle battery state estimation based on deep transfer learning

S Li, H He, P Zhao, S Cheng - Applied energy, 2022 - Elsevier
Establishing an accurate mathematical model is fundamental to managing, monitoring, and
protecting the battery pack in electric vehicles (EVs). The application of the deep learning …

Vehicular level battery modeling and its application to battery electric vehicle simulation

J Shin, W Kim, K Yoo, H Kim, M Han - Journal of power sources, 2023 - Elsevier
Battery modeling is a prerequisite for the successful development of the battery electric
vehicle. Many researches on the battery modeling methods have been developed on the …

A NARX network optimized with an adaptive weighted square-root cubature Kalman filter for the dynamic state of charge estimation of lithium-ion batteries

P Takyi-Aninakwa, S Wang, H Zhang, Y Xiao… - Journal of Energy …, 2023 - Elsevier
Due to the high nonlinearities and unstable working conditions, accurately estimating the
state of charge (SOC) by the battery management system (BMS) is a major challenge in …

Vehicle-to-grid management for multi-time scale grid power balancing

S Li, C Gu, X Zeng, P Zhao, X Pei, S Cheng - Energy, 2021 - Elsevier
The mitigation of peak-valley difference and transient power fluctuation are both of great
significance to the economy and stability of the power grid. This paper proposes a novel …

Collaborative evaluation of SoC, SoP and SoH of lithium-ion battery in an electric bus through improved remora optimization algorithm and dual adaptive Kalman …

P Reshma, VJ Manohar - Journal of Energy Storage, 2023 - Elsevier
Many countries are switched to electric vehicles (EVs) for public transportation, which
increases the adoption of electric buses. Batteries are the key component in battery …

Two-sided sustainability: Simulating battery degradation in vehicle to grid applications within autonomous electric port transportation

C Harnischmacher, L Markefke, AB Brendel… - Journal of Cleaner …, 2023 - Elsevier
The provision of frequency containment reserves (FCR) by electric vehicles in an
autonomous port transportation system is a way to stabilize power grid frequency. However …

Extending battery lifetime for electric wheel loaders with electric-hydraulic hybrid powertrain

H Zhang, F Wang, B Xu, W Fiebig - Energy, 2022 - Elsevier
Electrification is the future trend for construction machinery due to its advantage of zero-
carbon emission. The battery of electric construction machinery has an inevitable …

Online battery protective energy management for energy-transportation nexus

S Li, P Zhao, C Gu, J Li, S Cheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Grid-connected electric vehicles (GEVs) and energy-transportation nexus bring a bright
prospect to improve the penetration of renewable energy and the economy of microgrids …

Dynaformer: A deep learning model for ageing-aware battery discharge prediction

L Biggio, T Bendinelli, C Kulkarni, O Fink - arXiv preprint arXiv:2206.02555, 2022 - arxiv.org
Electrochemical batteries are ubiquitous devices in our society. When they are employed in
mission-critical applications, the ability to precisely predict the end of discharge under highly …