[HTML][HTML] The development of machine learning-based remaining useful life prediction for lithium-ion batteries
X Li, D Yu, VS Byg, SD Ioan - Journal of Energy Chemistry, 2023 - Elsevier
Lithium-ion batteries are the most widely used energy storage devices, for which the
accurate prediction of the remaining useful life (RUL) is crucial to their reliable operation and …
accurate prediction of the remaining useful life (RUL) is crucial to their reliable operation and …
Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues …
State of Charge (SOC), state of health (SOH), and remaining useful life (RUL) are the crucial
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
Battery management, key technologies, methods, issues, and future trends of electric vehicles: A pathway toward achieving sustainable development goals
Recently, electric vehicle (EV) technology has received massive attention worldwide due to
its improved performance efficiency and significant contributions to addressing carbon …
its improved performance efficiency and significant contributions to addressing carbon …
[HTML][HTML] Remaining useful life prediction for lithium-ion battery storage system: A comprehensive review of methods, key factors, issues and future outlook
Develo** battery storage systems for clean energy applications is fundamental for
addressing carbon emissions problems. Consequently, battery remaining useful life …
addressing carbon emissions problems. Consequently, battery remaining useful life …
Data driven health and life prognosis management of supercapacitor and lithium-ion battery storage systems: Developments, implementation aspects, limitations, and …
Health and life prognosis research contributes to the development of next-generation energy
storage solutions with enhanced performance, longer lifespans, and improved sustainability …
storage solutions with enhanced performance, longer lifespans, and improved sustainability …
Development and future scope of renewable energy and energy storage systems
S Sridhar, SR Salkuti - Smart Cities, 2022 - mdpi.com
This review study attempts to summarize available energy storage systems in order to
accelerate the adoption of renewable energy. Inefficient energy storage systems have been …
accelerate the adoption of renewable energy. Inefficient energy storage systems have been …
Artificial intelligence approaches for advanced battery management system in electric vehicle applications: A statistical analysis towards future research opportunities
In order to reduce carbon emissions and address global environmental concerns, the
automobile industry has focused a great deal of attention on electric vehicles, or EVs …
automobile industry has focused a great deal of attention on electric vehicles, or EVs …
SOC, SOH and RUL Estimation for Supercapacitor Management System: Methods, Implementation Factors, Limitations and Future Research Improvements
The development of a supercapacitor management system (SMS) for clean energy
applications is crucial to addressing carbon emissions problems. Consequently, state of …
applications is crucial to addressing carbon emissions problems. Consequently, state of …
Energy and battery management systems for electrical vehicles: a comprehensive review & recommendations
AF Challoob, NA Bin Rahmat… - Energy Exploration …, 2024 - journals.sagepub.com
Electric vehicle technology has recently drawn a lot of interest on a global scale due to
improved performance in its efficiency and the capability to solve the problems of carbon …
improved performance in its efficiency and the capability to solve the problems of carbon …
[HTML][HTML] Recent advancement of remaining useful life prediction of lithium-ion battery in electric vehicle applications: A review of modelling mechanisms, network …
The remaining useful life (RUL) prediction of lithium-ion batteries (LIBs) plays a crucial role
in battery management, safety assurance, and the anticipation of maintenance needs for …
in battery management, safety assurance, and the anticipation of maintenance needs for …