An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation
出版年份 2022 全文链接
标题
An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation
作者
关键词
-
出版物
ENERGY
Volume 254, Issue -, Pages 124224
出版商
Elsevier BV
发表日期
2022-05-11
DOI
10.1016/j.energy.2022.124224
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Recurrent Neural Network-Based Adaptive Energy Management Control Strategy of Plug-In Hybrid Electric Vehicles Considering Battery Aging
- (2020) Lu Han et al. Energies
- Parameters Identification of Lithium-ion Battery Based on the Improved Forgetting Factor Recursive Least Squares Algorithm
- (2020) Biying Ren et al. IET Power Electronics
- Online reduced complexity parameter estimation technique for equivalent circuit model of lithium-ion battery
- (2020) Komal Saleem et al. ELECTRIC POWER SYSTEMS RESEARCH
- Model Migration Neural Network for Predicting Battery Aging Trajectories
- (2020) Xiaopeng Tang et al. IEEE Transactions on Transportation Electrification
- State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator
- (2020) Daoming Sun et al. ENERGY
- Rechargeable Batteries for Simultaneous Demand Peak Shaving and Price Arbitrage Business
- (2020) Simon F. Schneider et al. IEEE Transactions on Sustainable Energy
- A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter
- (2020) Cong Jiang et al. ENERGY
- A review on various temperature-indication methods for Li-ion batteries
- (2019) L.H.J. Raijmakers et al. APPLIED ENERGY
- Battery aging assessment and parametric study of lithium-ion batteries by means of a fractional differential model
- (2019) Lysander De Sutter et al. ELECTROCHIMICA ACTA
- Investigation on thermal management performance of wedge‐shaped microchannels for rectangular Li‐ion batteries
- (2019) Zhonghao Rao et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Electrochemical-thermal modeling of lithium plating/stripping of Li(Ni0.6Mn0.2Co0.2)O2/Carbon lithium-ion batteries at subzero ambient temperatures
- (2019) Xinchen Zhao et al. JOURNAL OF POWER SOURCES
- An improved electro-thermal battery model complemented by current dependent parameters for vehicular low temperature application
- (2019) Jiangong Zhu et al. APPLIED ENERGY
- Online State-of-Health Estimation for Li-Ion Battery Using Partial Charging Segment Based on Support Vector Machine
- (2019) Xuning Feng et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Comparative life cycle assessment of lithium-ion batteries for electric vehicles addressing capacity fade
- (2019) Pedro Marques et al. JOURNAL OF CLEANER PRODUCTION
- Capacity Fade in Lithium-Ion Batteries and Cyclic Aging over Various State-of-Charge Ranges
- (2019) Sophia Gantenbein et al. Sustainability
- Li-ion Battery Modeling and State of Charge Estimation Method Including the Hysteresis Effect
- (2019) Antonucci et al. Electronics
- The performance management of a Li-ion battery by using tree-like mini-channel heat sinks: Experimental and numerical optimization
- (2019) Huan-ling Liu et al. ENERGY
- Active Adaptive Battery Aging Management for Electric Vehicles
- (2019) Matteo Corno et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Aging model development based on multidisciplinary parameters for lithium‐ion batteries
- (2019) Akhil Garg et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Deep Gaussian process regression for lithium-ion battery health prognosis and degradation mode diagnosis
- (2019) Piyush Tagade et al. JOURNAL OF POWER SOURCES
- Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries
- (2019) Kailong Liu et al. IEEE Transactions on Transportation Electrification
- Health-Aware Multiobjective Optimal Charging Strategy With Coupled Electrochemical-Thermal-Aging Model for Lithium-Ion Battery
- (2019) Yizhao Gao et al. IEEE Transactions on Industrial Informatics
- Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries
- (2019) Kailong Liu et al. IEEE Transactions on Industrial Informatics
- Data-Driven Battery Health Prognosis Using Adaptive Brownian Motion Model
- (2019) Guangzhong Dong et al. IEEE Transactions on Industrial Informatics
- An electrochemical model based degradation state identification method of Lithium-ion battery for all-climate electric vehicles application
- (2018) Rui Xiong et al. APPLIED ENERGY
- A Practical Lithium-Ion Battery Model for State of Energy and Voltage Responses Prediction Incorporating Temperature and Ageing Effects
- (2018) Kaiyuan Li et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Fractional order model based incremental capacity analysis for degradation state recognition of lithium-ion batteries
- (2018) Jinpeng Tian et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Lithium-ion battery remaining useful life prediction with Box-Cox transformation and Monte Carlo simulation
- (2018) Yongzhi Zhang et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Open circuit voltage and state of charge relationship functional optimization for the working state monitoring of the aerial lithium-ion battery pack
- (2018) Shun-Li Wang et al. JOURNAL OF CLEANER PRODUCTION
- A novel safety anticipation estimation method for the aerial lithium-ion battery pack based on the real-time detection and filtering
- (2018) Shunli Wang et al. JOURNAL OF CLEANER PRODUCTION
- A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging
- (2018) Xiaopeng Tang et al. ENERGY CONVERSION AND MANAGEMENT
- Reduction of Li-ion Battery Qualification Time Based on Prognostics and Health Management
- (2018) Jinwoo Lee et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- State of Charge-Dependent Polynomial Equivalent Circuit Modeling for Electrochemical Impedance Spectroscopy of Lithium-ion Batteries
- (2017) Qian-Kun Wang et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now