A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
出版年份 2020 全文链接
标题
A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
作者
关键词
State-of-charge estimation, Energy storage system, Neural network, JAYA optimization
出版物
ENERGY
Volume 219, Issue -, Pages 119529
出版商
Elsevier BV
发表日期
2020-12-11
DOI
10.1016/j.energy.2020.119529
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Consistency evaluation and cluster analysis for lithium-ion battery pack in electric vehicles
- (2020) Jiaqiang Tian et al. ENERGY
- Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model
- (2020) Fei Feng et al. JOURNAL OF POWER SOURCES
- Model Migration Neural Network for Predicting Battery Aging Trajectories
- (2020) Xiaopeng Tang et al. IEEE Transactions on Transportation Electrification
- Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures
- (2020) Xiaosong Hu et al. IEEE Industrial Electronics Magazine
- An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries
- (2020) Kailong Liu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Battery incremental capacity curve extraction by a two-dimensional Luenberger–Gaussian-moving-average filter
- (2020) Xiaopeng Tang et al. APPLIED ENERGY
- A comprehensive working state monitoring method for power battery packs considering state of balance and aging correction
- (2019) Shun-Li Wang et al. ENERGY
- State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network
- (2019) Fangfang Yang et al. ENERGY
- Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles
- (2019) Xiaoyu Li et al. ENERGY
- A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters
- (2019) Feng Guo et al. ENERGY
- Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation
- (2019) Kailong Liu et al. ENERGY CONVERSION AND MANAGEMENT
- State estimation for advanced battery management: Key challenges and future trends
- (2019) Xiaosong Hu et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
- (2019) Yi Li et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A Copula-based battery pack consistency modeling method and its application on the energy utilization efficiency estimation
- (2019) Yan Jiang et al. ENERGY
- The sequential algorithm for combined state of charge and state of health estimation of lithium-ion battery based on active current injection
- (2019) Ziyou Song et al. ENERGY
- A review of equalization strategies for series battery packs: variables, objectives, and algorithms
- (2019) Fei Feng et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries
- (2019) Kailong Liu et al. IEEE Transactions on Transportation Electrification
- Optimal Charging Control for Lithium-Ion Battery Packs: A Distributed Average Tracking Approach
- (2019) Quan Ouyang et al. IEEE Transactions on Industrial Informatics
- A Compact Resonant Switched-Capacitor Heater for Lithium-Ion Battery Self-Heating at Low Temperatures
- (2019) Yunlong Shang et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- A New Method for State of Charge Estimation of Lithium-Ion Batteries Using Square Root Cubature Kalman Filter
- (2018) Xiangyu Cui et al. Energies
- Online estimation of battery equivalent circuit model parameters and state of charge using decoupled least squares technique
- (2018) Cheng Zhang et al. ENERGY
- State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network
- (2018) Bizhong Xia et al. ENERGY
- Theoretical Analysis of Battery SOC Estimation Errors Under Sensor Bias and Variance
- (2018) Xinfan Lin IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Hybrid battery/supercapacitor energy storage system for the electric vehicles
- (2018) Lia Kouchachvili et al. JOURNAL OF POWER SOURCES
- State-of-charge inconsistency estimation of lithium-ion battery pack using mean-difference model and extended Kalman filter
- (2018) Yuejiu Zheng et al. JOURNAL OF POWER SOURCES
- Compact real-valued teaching-learning based optimization with the applications to neural network training
- (2018) Zhile Yang et al. KNOWLEDGE-BASED SYSTEMS
- State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles
- (2018) Taimoor Zahid et al. ENERGY
- Charging Pattern Optimization for Lithium-Ion Batteries with An Electrothermal-Aging Model
- (2018) IEEE Transactions on Industrial Informatics
- Design and implementation of a battery management system with active charge balance based on the SOC and SOH online estimation
- (2018) Hongbin Ren et al. ENERGY
- Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs
- (2017) Xiaosong Hu et al. IEEE Power & Energy Magazine
- Lithium-Ion Battery Parameters and State-of-Charge Joint Estimation Based on H-Infinity and Unscented Kalman Filters
- (2017) Quanqing Yu et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Battery Energy Storage System battery durability and reliability under electric utility grid operations: Analysis of 3 years of real usage
- (2017) Matthieu Dubarry et al. JOURNAL OF POWER SOURCES
- A novel parallel-series hybrid meta-heuristic method for solving a hybrid unit commitment problem
- (2017) Zhile Yang et al. KNOWLEDGE-BASED SYSTEMS
- Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine
- (2016) Jinhao Meng et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- A novel radial basis function neural network principal component analysis scheme for PMU-based wide-area power system monitoring
- (2015) Yuanjun Guo et al. ELECTRIC POWER SYSTEMS RESEARCH
- State of Charge Estimation of Lithium-Ion Batteries Using an Adaptive Cubature Kalman Filter
- (2015) Bizhong Xia et al. Energies
- An integrated approach for real-time model-based state-of-charge estimation of lithium-ion batteries
- (2015) Cheng Zhang et al. JOURNAL OF POWER SOURCES
- State-of-charge estimation for battery management system using optimized support vector machine for regression
- (2014) J.N. Hu et al. JOURNAL OF POWER SOURCES
- A self-learning TLBO based dynamic economic/environmental dispatch considering multiple plug-in electric vehicle loads
- (2014) Zhile YANG et al. Journal of Modern Power Systems and Clean Energy
- State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures
- (2013) Yinjiao Xing et al. APPLIED ENERGY
- The State of Charge Estimation of Lithium-Ion Batteries Based on a Proportional-Integral Observer
- (2013) Jun Xu et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Design and parametrization analysis of a reduced-order electrochemical model of graphite/LiFePO4 cells for SOC/SOH estimation
- (2013) James Marcicki et al. JOURNAL OF POWER SOURCES
- Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles
- (2011) Fengchun Sun et al. ENERGY
- Energy and Battery Management of a Plug-In Series Hybrid Electric Vehicle Using Fuzzy Logic
- (2011) S. G. Li et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A comparative study of equivalent circuit models for Li-ion batteries
- (2011) Xiaosong Hu et al. JOURNAL OF POWER SOURCES
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