A comprehensive review of lithium-ion batteries modeling, and state of health and remaining useful lifetime prediction
According to the United States environmental protection agency (EPA), every burned gallon
of gasoline generates 8.87 Kg of CO2. The pollution created by vehicles' fuel consumption …
of gasoline generates 8.87 Kg of CO2. The pollution created by vehicles' fuel consumption …
A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines
Accurate prediction of remaining useful life (RUL) is necessary to ensure stable and safe
operations for rocket engines. The paper proposed a multi-head attention network coupled …
operations for rocket engines. The paper proposed a multi-head attention network coupled …
Prognostics for the sustainability of industrial cyber-physical systems: From an artificial intelligence perspective
As industrial cyber-physical systems (ICPS) play an increasingly pivotal role in the new
industrial paradigm, their sustainability has become the current research focus. Remaining …
industrial paradigm, their sustainability has become the current research focus. Remaining …
Multivariate stacked bidirectional long short term memory for lithium-ion battery health management
Prognostics and health management (PHM) will ensure the safe and reliable operation of
the battery systems. The remaining useful life (RUL) prediction as one of the major PHM …
the battery systems. The remaining useful life (RUL) prediction as one of the major PHM …
Remaining useful life estimation of bearing via temporal convolutional networks enhanced by a gated convolutional unit
Y Qin, F Gan, B Xia, D Mi, L Zhang - Engineering Applications of Artificial …, 2024 - Elsevier
In the field of prognostics and health management (PHM) for industrial equipment and
systems, the estimation of remaining useful life (RUL) constitutes a fundamental task. A …
systems, the estimation of remaining useful life (RUL) constitutes a fundamental task. A …
PFFN: A parallel feature fusion network for remaining useful life early prediction of lithium-ion battery
Z Dong, M Yang, J Wang, H Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Remaining useful life (RUL) early prediction of lithium-ion battery is crucial to develop
advanced battery health management and complete security assessment. However, most of …
advanced battery health management and complete security assessment. However, most of …
Partial charging-based health feature extraction and state of health estimation of lithium-ion batteries
The state-of-health (SOH) is a critical indicator in the battery management system of lithium-
ion batteries (LIBs). Charging feature-based SOH estimators have attracted much attention …
ion batteries (LIBs). Charging feature-based SOH estimators have attracted much attention …
Early battery lifetime prediction based on statistical health features and box-cox transformation
Early battery lifetime prediction is important for both safety reasons and battery development.
It predicts battery lifetime before it degrades significantly and has the advantage of being low …
It predicts battery lifetime before it degrades significantly and has the advantage of being low …
An intelligent charging scheme for lithium-ion batteries of electric vehicles considering internal attenuation modes
J Tian, D Yang, X Zhang, J Yin… - IEEE Journal of Emerging …, 2023 - ieeexplore.ieee.org
Charging control is one of the essential functions of battery management systems. Battery
charging involves behavioral changes such as electricity, heat, and aging. Balancing these …
charging involves behavioral changes such as electricity, heat, and aging. Balancing these …
Hierarchical Operation Optimization for Regenerative Braking Energy Utilizing in Urban Rail Traction Power Supply System
H Zhang, J Zhang, L Zhou, P Xiong, Z Zhao - Energies, 2023 - mdpi.com
The energy feedback system (EFS) is widely accepted to utilize the regenerative braking
energy (RBE) in an urban rail traction power supply system (TPSS). However, the sharing …
energy (RBE) in an urban rail traction power supply system (TPSS). However, the sharing …