Perspectives and challenges for future lithium-ion battery control and management

Y Wang, X Zhang, K Li, G Zhao, Z Chen - 2023 - Elsevier
The safety issue of the lithium-ion batteries is the key to their application and development.
The management of lithium-ion batteries has been a hot topic of research for many years …

Expert deep learning techniques for remaining useful life prediction of diverse energy storage Systems: Recent Advances, execution Features, issues and future …

S Ansari, MAAM Zainuri, A Ayob, MSH Lipu… - Expert Systems with …, 2024 - Elsevier
A viable way to reduce carbon emissions and achieve sustainable development goals
(SDGs) is through reliable and sustainable transportation, specifically through the utilization …

A comprehensive review of state-of-charge and state-of-health estimation for lithium-ion battery energy storage systems

J Tao, S Wang, W Cao, P Takyi-Aninakwa… - Ionics, 2024 - Springer
With the gradual transformation of energy industries around the world, the trend of industrial
reform led by clean energy has become increasingly apparent. As a critical link in the new …

Health indicators for remaining useful life prediction of complex systems based on long short-term memory network and improved particle filter

Y Zhang, C Zhang, S Wang, H Dui, R Chen - Reliability Engineering & …, 2024 - Elsevier
In recent years, the development of sensing technology has enabled engineers to collect
large amounts of data for condition monitoring and life prediction of complex systems …

Single gated RNN with differential weighted information storage mechanism and its application to machine RUL prediction

S Xiang, P Li, Y Huang, J Luo, Y Qin - Reliability Engineering & System …, 2024 - Elsevier
The full-life data of machine is complex and abundant, requiring specialized and deep
predictive models for accurate forecasts. However, achieving high prediction accuracy often …

Prognostic and Health Management of Critical Aircraft Systems and Components: An Overview

S Fu, NP Avdelidis - Sensors, 2023 - mdpi.com
Prognostic and health management (PHM) plays a vital role in ensuring the safety and
reliability of aircraft systems. The process entails the proactive surveillance and evaluation of …

[HTML][HTML] Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term memory neural network

M Al-Greer, I Bashir - Journal of Energy Storage, 2023 - Elsevier
To ensure the durability and safety of electric vehicles (EVs), it is vital to monitor the capacity
deterioration of lithium-ion batteries (LIBs). However, due to complex physicochemical …

MHT: A multiscale hourglass-transformer for remaining useful life prediction of aircraft engine

J Guo, S Lei, B Du - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Remaining useful life (RUL) prediction of aircraft engines is significant in the health
monitoring, operation, and maintenance of aircraft. Capturing more comprehensive device …

Multi-scale prediction of remaining useful life of lithium-ion batteries based on variational mode decomposition and integrated machine learning

K Gao, Z Huang, C Lyu, C Liu - Journal of Energy Storage, 2024 - Elsevier
Accurate and reliable prediction of the remaining useful life (RUL) of lithium-ion batteries
(LIB) is very important for the safety of power systems. To solve the nonlinear and time …

Towards enhanced remaining useful life prediction of lithium-ion batteries with uncertainty using optimized deep learning algorithm

MS Reza, MA Hannan, M Mansor, PJ Ker… - Journal of Energy …, 2024 - Elsevier
An essential component of assessing lithium-ion battery (LIB) performance, reliability, and
administration in the application of battery health monitoring and management is …