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Review of Cell Level Battery (Calendar and Cycling) Aging Models: Electric Vehicles

Batteries
Electrochemical battery cells have been a focus of attention due to their numerous advantages in distinct applications recently, such as electric vehicles.
Gulsah Yarimca, Erdal Cetkin
doaj   +4 more sources

A multi-stage lithium-ion battery aging dataset using various experimental design methodologies [PDF]

Scientific Data
This dataset encompasses a comprehensive investigation of combined calendar and cycle aging in commercially available lithium-ion battery cells (Samsung INR21700-50E). A total of 279 cells were subjected to 71 distinct aging conditions across two stages.
Florian Stroebl, Ronny Petersohn, Barbara Schricker, Florian Schaeufl, Oliver Bohlen, Herbert Palm   +5 more
doaj   +2 more sources

Recovering large-scale battery aging dataset with machine learning [PDF]

Patterns, 2021
Tang Xiaopeng, Kang Li, Kailong Liu
exaly   +2 more sources

A Comprehensive Review on Lithium-Ion Battery Lifetime Prediction and Aging Mechanism Analysis

Batteries
Lithium-ion batteries experience degradation with each cycle, and while aging-related deterioration cannot be entirely prevented, understanding its underlying mechanisms is crucial to slowing it down.
Seyed Saeed Madani, Yasmin Shabeer, François Allard, Michael Fowler, Carlos Ziebert, Zuolu Wang, Satyam Panchal, Hicham Chaoui, Saad Mekhilef, Shi Xue Dou, Khay See, Kaveh Khalilpour   +11 more
doaj   +3 more sources

Lithium-Ion Battery Operation, Degradation, and Aging Mechanism in Electric Vehicles: An Overview

Energies, 2021
Understanding the aging mechanism for lithium-ion batteries (LiBs) is crucial for optimizing the battery operation in real-life applications. This article gives a systematic description of the LiBs aging in real-life electric vehicle (EV) applications ...
Jia Guo, Yaqi Li, Kjeld Pedersen, Daniel-Ioan Stroe   +3 more
doaj   +3 more sources

Batteries and Supercapacitors Aging [PDF]

Batteries, 2020
Electrochemical energy storage is a key element of systems in a wide range of sectors, such as electro-mobility, portable devices, and renewable energy. The energy storage systems (ESSs) considered here are batteries, supercapacitors, and hybrid components such as lithium-ion capacitors.
Venet, Pascal, Redondo-Iglesias, Eduardo
  +8 more sources

A Study of Control Methodologies for the Trade-Off between Battery Aging and Energy Consumption on Electric Vehicles with Hybrid Energy Storage Systems

Energies, 2022
Hybrid and electric vehicle batteries deteriorate from use due to irreversible internal chemical and mechanical changes, resulting in decreased capacity and efficiency of the energy storage system.
Kevin Mallon, Francis Assadian
doaj   +1 more source

Multiscale Modelling Methodologies of Lithium-Ion Battery Aging: A Review of Most Recent Developments

Batteries, 2023
Lithium-ion batteries (LIBs) are leading the energy storage market. Significant efforts are being made to widely adopt LIBs due to their inherent performance benefits and reduced environmental impact for transportation electrification. However, achieving
Mir A. Ali, Carlos M. Da Silva, Cristina H. Amon   +2 more
doaj   +1 more source

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach

Energies, 2022
Battery storage is emerging as a key component of intelligent green electricitiy systems. The battery is monetized through market participation, which usually involves bidding.
Harri Aaltonen, Seppo Sierla, Ville Kyrki, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin   +4 more
doaj   +1 more source

Data-Driven Battery Aging Mechanism Analysis and Degradation Pathway Prediction

Batteries, 2023
Capacity decline is the focus of traditional battery health estimation as it is a significant external manifestation of battery aging. However, it is difficult to depict the internal aging information in depth.
Ruilong Xu, Yujie Wang, Zonghai Chen
doaj   +1 more source