Smart Strategies For Enhanced Electric Vehicle Battery Performance
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Summary
• Enhanced EV intelligence by developing ML-powered charging algorithms, optimizing battery performance, and improving system efficiency. • Built ML models predicting range, velocity, and acceleration using real-time data. • Utilized random forest regression, extra trees regression, and a custom stacked deep LSTM network, combined via weighted ensemble for optimal accuracy.