Electric Boat Online Battery Fault Detection and Identification

The rise of electric vehicles (EVs) has resulted in a significant surge in battery production and energy density. As battery production is an energy and resource-intensive process, it is crucial to maximize the lifespan of the products. This study explores methods for early detection of battery failure to enhance reliability and safety. The battery data recorded by telematics systems can be used to identify common anomalies and faults that may impact the performance of electric vehicles. Vehicle batteries can be tested based on the load they experience during use. Possible errors can be detected more easily and some dangerous situations can be avoided. Battery service can be planned more easily and become data-driven. In the best case, failures can be detected before they escalate.