About the Journal

Engineering Frontiers is an international open-access academic journal dedicated to advancing engineering science and technology. It publishes innovative and practical research across diverse engineering disciplines, promotes interdisciplinary exchange, and provides a global platform for researchers, engineers, and technical professionals.

Current Issue

Vol. 1 No. 5 (2025): November
View Vol. 1 No. 5 (2025): November
Published: 2026-03-30

Articles

  • A Comparative Study of Machine Learning Methods for Lithium-ion Battery Remaining Useful Life Prediction

    Shuhe cui, Yiqing Du, Yongpeng Chen, Zhiyuan Yang (Author)
    Article
    Accurate prediction of remaining useful life for lithium-ion batteries is essential for ensuring the reliability and safety of electric vehicles and energy storage systems. This study presents a comprehensive comparative analysis of six machine learning methods for battery RUL prediction, including Linear Regression, Ridge Regression, Lasso...
    DOI: https://doi.org/10.71411/ef.2025.v1i5.1380
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