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Multiphysics simulation optimization framework for lithium-ion battery …
Multiphysics simulation optimization framework for lithium-ion battery pack design for electric vehicle applications Majid Astaneh a, *, Jelena Andric a, Lennart L€ofdahl a, Peter Stopp b a Department of Mechanics and Maritime Sciences, Chalmers University of Technology, 412 96 G€oteborg, Sweden ...
Research Paper Intelligent temperature control framework of lithium-ion battery …
During the charging and discharging of lithium-ion batteries, an effective temperature control strategy can guarantee that the battery operates at a safe temperature and improve battery life [37]. FLC and RLC strategies are proposed in this section to regulate the coolant flow rate.
Multiscale Multiphysics Lithium-Ion Battery Model with …
Over the past several years, National Renewable Energy Laboratory (NREL) has developed the Multi-Scale Multi-Domain (MSMD) model framework, which is an expandable …
A Hierarchical Modeling Framework for Electrochemical Behaviors in Lithium-Ion Batteries …
Lithium-ion batteries (LIBs) have emerged as a critical driving force propelling the mobility sector forward. ... In this modeling framework, the P2D model is employed to describe detailed active electrode layer behaviors, while a circuit model is utilized to depict 2 ...
Improving lithium-sulfur batteries with metal-organic framework …
A comprehensive review published in Nano Research outlines how metal-organic framework-based cathode materials could improve the performance of lithium-sulfur batteries, making them a practical ...
Designing framework for standardization and testing requirements for the secondary battery a case study of lithium-ion battery module …
Table 1 shows the position of this research compared to the existing literature. [23] LiFEPO 4 battery module standard 6 --Rahmawatie et al. [26] LIFEPO 4 battery management system standard 4 14 ...
Designing framework for standardization and testing …
This study, the FACTS approach (A Framework for Analysis, Comparison, and Testing of Standards) was used to construct a framework for standardization and testing …
State of health estimation based on inconsistent evolution for lithium-ion battery module …
3. Aging experiment for parallel battery module To illustrate the general SOH estimation framework for parallel battery module proposed in Section 2, the battery module aging experiment was established to collect experimental data by taking the parallel connection of two batteries as an example, and the consistency evolution of the two …
A unified modeling framework for lithium-ion batteries: An artificial …
Lithium-ion batteries are the primary energy source for electric vehicles (EVs), and the available capacity estimation of each battery cell from power battery modules plays a vital role in battery management and lifespan prediction.
A fast thermal simulation and dynamic feedback control …
This framework can ensure the thermal safety of the battery module and minimize the energy consumption of the cooling system while reducing the computation …
Thermal analysis of phase change material encapsulated li-ion battery pack using multi-scale multi-dimensional framework …
Thermal management performances of PCM/water cooling-plate using for lithium-ion battery module based on non-uniform internal heat source Appl. Therm. Eng. (2017) Y. Wei et al. Experimental investigation of a …
Effective thermo-electro-mechanical modeling framework of lithium-ion batteries …
We choose a type of commercially available cylindrical 18,650 cells (Fig. 1 a).The material system of the battery is Li 0.925 (Ni 0.80 Co 0.15 Al 0.05) O 2 (NCA). The capacity is 3350 mAh. The battery cell consists of …
Design and parametric optimization of thermal management of lithium-ion battery module …
J. Cent. South Univ. (2015) 22: 3970−3976 3972 Fig. 2 Lithium-ion battery geometric modules and model number l2=4D [19] and 1 was calculated to be eight columns of l battery cells. The shaded region of the eight-cell submodule was used as the computation
A Framework for Simplification of PDE-Based Lithium-Ion Battery …
This paper seeks to develop a framework for battery model simplification starting from an initial high-order physics-based model that will explicitly detail the …
Advancing battery safety: Integrating multiphysics and machine …
The safety concerns associated with lithium-ion batteries (LIBs) have led to the development of a novel framework combining advanced machine learning (ML) …
An application-oriented lithium-ion battery degradation modelling framework …
Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging J. Power Sources, 360 ( 2017 ), pp. 28 - 40, 10.1016/j.jpowsour.2017.05.110 View in Scopus Google Scholar
A Framework for Simplification of PDE-Based Lithium-Ion Battery …
Simplified models are commonly used in battery management and control, despite their (often implicit) limitations in capturing the dynamic behavior of the battery across a wide range of operating conditions. This paper seeks to develop a framework for battery model simplification starting from an initial high-order physics …
A generic framework for recycling of battery module for electric vehicle by combining the mechanical and chemical procedures …
By 2020, an estimated 250 000 tons of lithium-ion batteries must be recycled. Research problem for proposing a generic framework for recycling of battery module is undertaken. A systematic study is c...
Personalized Federated Lithium-ion Battery Capacity Prediction via Cluster and Fusion Modules …
Federated learning (FL) is a promising solution for addressing information security sharing challenges in the Internet of Vehicles (IOV). It enables individual-level capacity prediction of lithiumion batteries in electric vehicles(EVs). However, existing FL algorithms primarily focus on training a single global sharing model, neglecting the …
Multiphysics Simulation Optimization Framework for Lithium-ion Battery …
Simulation Optimization Framework for Lithium-ion Battery Pack Design for Electric ... models of lithium-ion batteries into optimization frameworks of the battery module, pack, and EV design owing ...
Effective thermo-electro-mechanical modeling framework of …
Investigation of the multiphysics behaviors of lithium-ion batteries upon mechanical abusive loading becomes a heated topic around the world, and the …
A Novel Lithium-ion Battery Pack Modeling Framework -Series …
propose a state-space modeling framework for a battery pack that gives detailed consideration of relevant dynamics while remaining computationally-feasible and easily …
Effective thermo-electro-mechanical modeling framework of lithium-ion batteries …
Effective thermo-electro-mechanical modeling framework of lithium-ion batteries based on a representative volume element approach Author links open overlay panel Yikai Jia a b, Xiang Gao a b, Jean-Baptiste Mouillet c, Jean-Michel Terrier c, Patrick Lombard c, Jun Xu a b
HFCM-LSTM: A novel hybrid framework for state-of-health estimation of lithium-ion battery …
Specially, a novel hybrid network model with two cascaded modules (i.e., the HFCM module and LSTM network) is proposed, where the HFCM module is used to solve the problem of inadequate extraction of time series features in …
Battery Module
A battery module has 40 lithium iron phosphate cells (two parallel strings, each consisting of 20 cells connected in series). The built-in BMU manages battery balance, measures common data such as battery voltage and temperature, generates alarms, and implements CAN communication between battery modules.
A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics
Maximum releasable capacity and internal resistance are often used as the health indicators (HIs) of a lithium-ion battery for degradation modeling and estimation of remaining useful life (RUL). However, the maximum releasable capacity is usually difficult to estimate in online applications due to complex operating conditions in the field. Moreover, measuring the …
Processes | Free Full-Text | A Review on Lithium-Ion Battery …
As the low-carbon economy continues to advance, New Energy Vehicles (NEVs) have risen to prominence in the automotive industry. The design and utilization of …
A global–local context embedding learning based sequence-free framework for state of health estimation of lithium-ion battery …
In contrast, by integrating the global–local context embedding module into the CNN, this paper presents a novel neural network based sequence-free framework, improved CNN (ICNN), to effectively solve the battery SOH estimation problem.
Designing Framework for Standardization Case Study: Lithium-Ion Battery Module …
International Journal of Electrical and Computer Engineering (IJECE) Vol. 8, No. 1, February 2018, pp. 220~226 ISSN: 2088-8708, DOI: 10.11591/ijece.v8i1.pp220-226 220 Designing Framework for Standardization Case Study: Lithium-Ion Battery Module in Electric ...
Experimental and numerical thermal analysis of a lithium-ion battery module …
Design of cell spacing in lithium-ion battery module for improvement in cooling performance of the battery thermal management system J. Power Sources, 481 (2021), Article 229016, 10.1016/j.jpowsour.2020.229016 View PDF View article View in Scopus [2] J., ...
Model-Based Design of an Electric Bus Lithium-Ion Battery Pack
Abstract. This study details a framework for an iterative process which is utilized to optimize lithium-ion battery (LIB) pack design. This is accomplished through the homogenization of the lithium-ion cells and modules, the finite element simulation of these homogenized parts, and submodeling. This process enables the user to identify key …
Multiscale Multiphysics Lithium-Ion Battery Model with Multidomain Modular Framework…
Lithium-ion batteries (LIBs) powering recent wave of personal ubiquitous electronics are also believed to be a key enabler of electrification of vehicle powertrain on the path toward sustainable transportation future. Kim, Gi-Heon. / Multiscale Multiphysics Lithium-Ion Battery Model with Multidomain Modular Framework : Abstract No. ENFL-678. ...
A Computational Framework for Lithium Ion Cell-Level Model …
This letter develops an extensible framework that combines model predictive control (MPC) with computationally efficient realization algorithm (xRA)-generated reduced-order …
The Battery Component Readiness Level (BC-RL) framework: A technology-specific development framework …
Technology-specific TRL-inspired framework for battery cell components provided. • Development stages explained in detail to allow for unambiguous classification. • Concerns such as manufacturability, risk, and non-linear development addressed. • Framework can
Multi-objective optimization design and experimental investigation for a parallel liquid cooling-based Lithium-ion battery module …
The battery module involves eight Lithium iron phosphate battery cells on the top surface of the cooling plate; the dimensions of the selected battery cell are 66 × 19 × 76 mm. The cooling plate is manufactured by the milling machine with the material Aluminum alloy 7075, ethylene glycol–water (50%) is selected as the liquid coolant.
Engineering Design of Battery Module for EVs: Comprehensive Framework …
DOI: 10.1115/1.4052042 Corpus ID: 238761180 Engineering Design of Battery Module for EVs: Comprehensive Framework Development Based on DFT, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization and Digital Twins @article ...
Designing framework for standardization and testing requirements for the secondary battery a case study of lithium-ion battery module …
The regulation such as the national standards and testing requirements play important roles in industries. The roles of the standard are ensuring safety for consumers and producers, increase of product competitiveness, and the reduction trade of barriars. Currently, Indonesia is in the stage of developing electric vehicle industries, so that the standards which are …
Engineering Design of Battery Module for Electric Vehicles: …
This article presents a holistic engineering design and simulation strategy for a future advanced battery pack and its parts by assimilating paradigmatic solutions for …