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All Journal JAIS (Journal of Applied Intelligent System) JURNAL NASIONAL TEKNIK ELEKTRO JTERA (Jurnal Teknologi Rekayasa) Elektrika Abdimasku : Jurnal Pengabdian Masyarakat JTEIN: Jurnal Teknik Elektro Indonesia SinarFe7
Heryanto, M Ary
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences

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Journal : JAIS (Journal of Applied Intelligent System)

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Temperature Monitoring of Lithium Battery Using Kalman Filter: A Simulation-Based Study Arifin, Zaenal; Islahudin, Nur; Tamamy, Aries Jehan; Heryanto, M Ary
(JAIS) Journal of Applied Intelligent System Vol. 10 No. 1 (2025): April 2025
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/jais.v10i1.13469

Abstract

Battery temperature plays a vital role in determining the performance, safety, and lifespan of lithium-ion batteries in electric vehicle (EV) applications. This study presents a simulation-based approach for monitoring surface temperature using Kalman filter estimation, which integrates air temperature, current load, and battery characteristics. A mathematical model of thermal dynamics is developed and used for real-time temperature prediction. The results demonstrate that the Kalman filter is effective in estimating the surface temperature accurately, even with uncertain measurements. This work also discusses the integration of an actuator (fan/cooler) and PID control to maintain the temperature around the ideal level of 25°C, showcasing the potential of this system for smart thermal battery management in cost-constrained embedded systems.   Keywords - Temperature Monitoring; Kalman Filter; Thermal Modeling; Estimation Algorithm; State Estimation; Simulation;
Co-Authors Alfani, Wahyu Arga Dwi Pambudi Dita Ayu Mayasari, Dita Ayu Hartayu, Ratna Heru Agus Santoso Herwin Suprijono Hery Pamungkas, Hery Jeffry, Muhammad Kartika Riyanti, Kurnia Paranita Khairurozi, Haris Nugroho, Agung Putra, Helga Gredy Syahtia Rahadian, Helmy Rahmawati, Galuh Ayu Ridho’i, Ahmad SANTOSO SANTOSO Sari Ayu Wulandari Septian, Fanuel Maesya Setiadi, Kristoforus Adrian Tamami, Aries Jehan Tamamy, Aries Jehan Wahyu Setyo Pambudi Wijayanto, Naufal Daffa Zaenal Arifin