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Research article

First published 2025

Prognostics of lithium-ion batteries health state: An ensemble method of one-dimensional convolutional neural network and Informer model

Li Guo, Hongwei He, Chenyi Shi [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2022-7

SOH estimation of Li-ion battery based on FA-BPNN-K-means optimization algorithm

Fujian Zhang, Weidong Ye, Guoping Lei [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

Hybrid machine learning and EKF based pipeline for lithium ion battery SoH estimation

Archit Khurana, Sneha Dattatreya, Gaurav Chatterjee

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2025-12

Fast estimation method for lithium battery state of health based on incremental capacity curve peak characteristics

Bixiong Huang, Yan Xuan, Xintian Liu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2023

Maximum capacity and state of health estimation based on equivalent circuit model for degraded battery

Xiaodong Zhang, HongChao Wang, Wenliao Du

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025-5

State of health estimation for the lithium-ion batteries based on CNN-MLP network

Yu Liao, Xianchao Ma, Li Guo [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-10

State of health estimation for lithium-ion batteries with Bayesian optimized Gaussian process regression

Li-hua Ye, Zhou He, Cheng-long Ke [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-2

Robust estimation of lithium-ion battery state of health based on electro-thermal features and machine learning

Kui Chen, Yang Luo, Zhou Long [...]

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

Open access

Research article

First published 2022

Attention-based CNN-BiLSTM for SOH and RUL estimation of lithium-ion batteries

Zhenyu Zhu, Qing Yang, Xin Liu [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2021

A novel long short-term memory network for lithium-ion battery health diagnosis using charging curve

Mingqiang Lin, Denggao Wu, Gengfeng Zheng [...]

Transactions of the Institute of Measurement and Control

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