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Intelligent Battery Management System Using Machine Learning and Dynamic Capacitor Techniques

Jul 9, 2025

Journal: 10th International Engineering Conference on Advances in Computer and Civil Engineering Tishk and Erbil Polytechnic University (IEC’-2024), Erbil-Iraq

Publisher: ieee

DOI: 10.1109/IEC61018.2024.11064216

This paper details on the design of an IBMS an artificial neural network and fuzzy systems, dynamic capacitor techniques using variable duty cycle Pulse Width Modulation (PWM) is integrated to enhance battery performance and its lifespan duration. The special part of IBMS architecture is a capacitor circuit, which controls energy storage components by a variable duty cycle of PWM The P...
Intelligent Battery Management System Using Machine Learning and Dynamic Capacitor Techniques

Jul 9, 2025

Journal: 10th International Engineering Conference on Advances in Computer and Civil Engineering Tishk and Erbil Polytechnic University (IEC’-2024), Erbil-Iraq

Publisher: ieee

DOI: 10.1109/IEC61018.2024.11064216

This paper details on the design of an IBMS an artificial neural network and fuzzy systems, dynamic capacitor techniques using variable duty cycle Pulse Width Modulation (PWM) is integrated to enhance battery performance and its lifespan duration. The special part of IBMS architecture is a capacitor circuit, which controls energy storage components by a variable duty cycle of PWM The P...