☆ 4.6 Article

A comparative study of fractional-order models for lithium-ion batteries using Runge Kutta optimizer and electrochemical impedance spectroscopy

CONTROL ENGINEERING PRACTICE (2023)

Related references

Note: Only part of the references are listed.

Letter Automation & Control Systems

Joint Slot Scheduling and Power Allocation in Clustered Underwater Acoustic Sensor Networks

Zhi-Xin Liu et al.

IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2023)

Add to Collection

Article Thermodynamics

Optimization of battery charging strategy based on nonlinear model predictive control

Yujie Wang et al.

Summary: This paper presents a triple-objective optimization charging method based on a thermoelectric coupling model, which can reduce cell charging time, energy loss, and internal temperature rise while satisfying constraints. Experimental results show that compared with the traditional multistage constant current charging method, this strategy can achieve better balance between the three objectives in similar charging time.

ENERGY (2022)

Add to Collection

Article Engineering, Industrial

Digital twin and cloud-side-end collaboration for intelligent battery management system

Yujie Wang et al.

Summary: This paper discusses the application of digital twin technology in the field of battery management, presents a networked architecture of cloud-side-end collaboration, and establishes a digital twin model of the battery for refined and safety management.

JOURNAL OF MANUFACTURING SYSTEMS (2022)

Add to Collection

Article Thermodynamics

An adaptive central difference Kalman filter approach for state of charge estimation by fractional order model of lithium-ion battery

Lin He et al.

Summary: This paper presents a model-based approach for state of charge estimation of batteries using a fractional order model and an adaptive central difference Kalman filter. The experimental results demonstrate that the proposed approach achieves higher accuracy and noise robustness compared to the Thevenin model.

ENERGY (2022)

Add to Collection

Article Automation & Control Systems

Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries

Kailong Liu et al.

Summary: This paper provides a systematic review of recent advancements in electrochemical model development and parameterization for battery management systems. It summarizes and analyzes classic pseudo-two-dimensional models and related model order reduction methodologies, as well as enhanced models considering cell internal inhomogeneity. The paper also discusses parameter identification techniques and solutions for optimizing the parameterization procedure, and highlights current research gaps and challenges.

CONTROL ENGINEERING PRACTICE (2022)

Add to Collection

Article Chemistry, Physical

A fully coupled electrochemical-mechanical-thermal model of all-solid-state thin-film Li-ion batteries

Fan Yue et al.

Summary: A fully coupled electrochemical-mechanical-thermal model was established to investigate the behavior of all-solid-state thin-film Li-ion batteries at low temperatures. It was found that mass-transfer overpotential across the electrolyte and charge-transfer overpotential at the cathode/electrolyte interface are key factors affecting battery performance.

JOURNAL OF POWER SOURCES (2022)

Add to Collection

Article Chemistry, Physical

Data driven estimation of electric vehicle battery state-of-charge informed by automotive simulations and multi-physics modeling

Marco Ragone et al.

Summary: This study proposes a modeling framework for SOC estimation using different machine learning methods, including SVR, ANN, and LSTM networks. By developing training data from simulations of BEV and integrating LIB's electrochemical model, a more precise SOC estimation can be achieved. The research emphasizes the importance of considering different components of BEV in the development of informative datasets.

JOURNAL OF POWER SOURCES (2021)

Add to Collection

Article Engineering, Electrical & Electronic

Sizing Optimization and Energy Management Strategy for Hybrid Energy Storage System Using Multiobjective Optimization and Random Forests

Mince Li et al.

Summary: This study utilizes a multi-objective grey wolf optimizer for sizing optimization of HESS and applies an adaptive real-time EMS, demonstrating notable advantages in battery protection and system efficiency.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

Iman Ahmadianfar et al.

Summary: The optimization field is plagued by metaphor-based pseudo-novel or fancy optimizers, with limited contributions to the optimization process. This study introduces a novel metaphor-free population-based optimization method called RUNge Kutta optimizer (RUN) based on mathematical foundations, showing promising results in mathematical tests and engineering problems. The RUN algorithm utilizes slope variations computed by the RK method for global optimization, demonstrating superior exploration and exploitation tendencies, fast convergence rate, and local optima avoidance.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Add to Collection

Article Energy & Fuels

A data-driven accurate battery model to use in probabilistic analyses of power systems

Md Kamruzzaman et al.

Summary: The paper proposes a neural network-based approach to develop a battery model that captures non-linear interactions between charging/discharging power and battery state of charge. By training neural networks and combining them with mixed integer linear programming, an accurate and computationally efficient battery model is developed and successfully applied in power system reliability evaluation to determine optimal battery locations.

JOURNAL OF ENERGY STORAGE (2021)

Add to Collection

Article Electrochemistry

Practical identifiability of electrochemical P2D models for lithium-ion batteries

Vincent Laue et al.

Summary: Electrochemical models are crucial for the development of lithium-ion batteries, but parameterization poses challenges of identifiability and overfitting. A combination of static and dynamic tests is needed for accurate simulation results.

JOURNAL OF APPLIED ELECTROCHEMISTRY (2021)

Add to Collection

Article Energy & Fuels

An extended Kalman filter based data-driven method for state of charge estimation of Li-ion batteries

Xingtao Liu et al.

Summary: A data-driven SOC estimation method based on EKF and XGBoost is proposed in this study, achieving high-precision prediction of battery SOC through machine learning technology, with good robustness in the low SOC range.

JOURNAL OF ENERGY STORAGE (2021)

Add to Collection

Article Energy & Fuels

A novel hybrid equivalent circuit model for lithium-ion battery considering nonlinear capacity effects

Dongdong Chen et al.

Summary: This paper presents a novel hybrid equivalent circuit model for lithium-ion battery based on Thevenin equivalent circuit model. The proposed model divides battery capacity into available and unavailable capacity, improves the third-order RC network, provides a new definition for SOC, and establishes a one-to-one correspondence between SOC and open circuit voltage.

ENERGY REPORTS (2021)

Add to Collection

Article Engineering, Civil

Quantitative Analysis of Performance Decrease and Fast-Charging Limitation for Lithium-Ion Batteries at Low Temperature Based on the Electrochemical Model

Haijun Ruan et al.

Summary: In this article, a quantitative analysis method based on an electrochemical model is proposed to reveal the reasons for performance decrease and fast-charging limitation of batteries at low temperatures. The study found that sluggish diffusion in electrodes is the principal reason for battery available capacity loss, while increased film resistance of anode is responsible for the predominant limitation of low-temperature fast-charging. This quantitative revelation breaks through the traditional understanding that performance decrease and fast-charging limitation of batteries at low temperatures are highly associated with the degree of the change of characteristic parameters.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2021)

Add to Collection

Article Green & Sustainable Science & Technology

Online simultaneous identification of parameters and order of a fractional order battery model

Jinpeng Tian et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Add to Collection

Article Chemistry, Physical

A fractional-order model-based state estimation approach for lithium-ion battery and ultra-capacitor hybrid power source system considering load trajectory

Yujie Wang et al.

JOURNAL OF POWER SOURCES (2020)

Add to Collection

Article Engineering, Mechanical

A Comparative Study of Fractional Order Models on State of Charge Estimation for Lithium Ion Batteries

Jinpeng Tian et al.

CHINESE JOURNAL OF MECHANICAL ENGINEERING (2020)

Add to Collection

Article Multidisciplinary Sciences

Fractional-order modeling of lithium-ion batteries using additive noise assisted modeling and correlative information criterion

Meijuan Yu et al.

JOURNAL OF ADVANCED RESEARCH (2020)

Add to Collection

Review Green & Sustainable Science & Technology

A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems

Yujie Wang et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)

Add to Collection

Article Energy & Fuels

Experimental study of fractional-order models for lithium-ion battery and ultra-capacitor: Modeling, system identification, and validation

Yujie Wang et al.

APPLIED ENERGY (2020)

Add to Collection

Article Engineering, Mechanical

Environmental and Economic Benefits of a Battery Electric Vehicle Powertrain with a Zinc-Air Range Extender in the Transition to Electric Vehicles

Manh-Kien Tran et al.

VEHICLES (2020)

Add to Collection

Review Computer Science, Artificial Intelligence

A Review of Lithium-Ion Battery Fault Diagnostic Algorithms: Current Progress and Future Challenges

Manh-Kien Tran et al.

ALGORITHMS (2020)

Add to Collection

Review Chemistry, Physical

A review of fractional-order techniques applied to lithium-ion batteries, lead-acid batteries, and supercapacitors

Changfu Zou et al.

JOURNAL OF POWER SOURCES (2018)

Add to Collection

Review Chemistry, Physical

A systematic review of lumped-parameter equivalent circuit models for real-time estimation of lithium-ion battery states

S. Nejad et al.

JOURNAL OF POWER SOURCES (2016)

Add to Collection

Review Materials Science, Multidisciplinary

Fractional-order models of supercapacitors, batteries and fuel cells: a survey

Todd J. Freeborn et al.

MATERIALS FOR RENEWABLE AND SUSTAINABLE ENERGY (2015)

Add to Collection

Article Environmental Studies

Health and environmental benefits related to electric vehicle introduction in EU countries

Jurgen Buekers et al.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2014)

Add to Collection

Article Chemistry, Physical

Engineering nanostructured anodes via electrostatic spray deposition for high performance lithium ion battery application

Xifei Li et al.

JOURNAL OF MATERIALS CHEMISTRY A (2013)

Add to Collection

Article Electrochemistry

Single-Particle Model for a Lithium-Ion Cell: Thermal Behavior

Meng Guo et al.

JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2011)

Add to Collection

© Peeref 2019-2024. All rights reserved.