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Digital Twin (DT) is a digital representation of a physical object, system, or process, which has been revolutionizing industries such as manufacturing, healthcare, and transportation. In the field of electric vehicle technology, DT is relevant in the field of battery management systems (BMS). DT can help solve some pressing challenges in the battery industry, such as longer charging times, faster degradation, and fault diagnosis. DT can be used to estimate and process State-of-X (SoX) parameters, which are essential to understanding the complete characteristics of a battery. Additionally, DT can be used to perform advanced fault diagnosis by utilizing state-of-the-art algorithms to understand the battery’s behavior.