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Ahmet Aksöz

2 papers indexed

crossrefSustainability2024-06-03Cited by 33

Optimizing Lithium-Ion Battery Performance: Integrating Machine Learning and Explainable AI for Enhanced Energy Management

Saadin Oyucu, Betül Ersöz, Şeref Sağıroğlu, Ahmet Aksöz, Emre Biçer

Managing the capacity of lithium-ion batteries (LiBs) accurately, particularly in large-scale applications, enhances the cost-effectiveness of energy storage systems. Less frequent replacement or maintenance of LiBs results in cost savings in the long term. Therefore, in this stu…

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crossrefApplied Sciences2024-03-09Cited by 49

Comparative Analysis of Commonly Used Machine Learning Approaches for Li-Ion Battery Performance Prediction and Management in Electric Vehicles

Saadin Oyucu, Ferdi Doğan, Ahmet Aksöz, Emre Biçer

The significant role of Li-ion batteries (LIBs) in electric vehicles (EVs) emphasizes their advantages in terms of energy density, being lightweight, and being environmentally sustainable. Despite their obstacles, such as costs, safety concerns, and recycling challenges, LIBs are…

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