Real-time EV charging scheduler prioritizes emergencies and avoids stranded cars
A simulated menu-based charging framework combined range checks, congestion pricing and emergency preemption to cut average waiting time by 70.3% ...
Tag: state of charge
AI and machine learning are rewriting the rules of electric vehicle battery management
A comprehensive review of 120 studies finds that hybrid AI and machine learning architectures are transforming electric vehicle battery management, ...
AI Learns to Read a Battery’s Mind: Deep Learning Rewrites Lithium-Ion Health Prediction
A new review shows that hybrid deep learning and swarm-optimized AI models are achieving near-perfect prediction of lithium-ion battery charge, ...
Nyquist Geometry and a Two-Stage Optimizer Slash Battery Model Errors by Over 90 Percent
Researchers have combined Nyquist-plot geometry with a two-stage marine predator optimizer to identify fractional-order battery model parameters with over 90 ...
AI Learns to Run Renewable Microgrids 326 Times Faster Than Traditional Solvers
Researchers have built a microgrid scheduling system that pairs online electric vehicle battery state estimation with a neural network surrogate, ...
Over-Discharge Leaves a Fingerprint: Impedance Spectroscopy Tracks Hidden Battery Damage
Researchers at Daegu University used electrochemical impedance spectroscopy to show that over discharge systematically raises diffusion resistance and shifts interfacial ...
Horned Lizard Algorithm Supercharges EV Battery Thermal Prediction on Real Roads
A new study in Ionics uses 72 real BMW i3 driving trips and a Horned Lizard Optimization-tuned CatBoost model to ...
Physics Meets AI: New Neural Network Tames Electric Vehicle Range Anxiety
Researchers have developed a physics-informed neural network with an attention mechanism that predicts electric vehicle range with far greater accuracy ...
X-Rays Reveal How Charging Levels Quietly Reshape Lithium Iron Phosphate Battery Cathodes
Researchers tracked crystal structure, surface chemistry, and elemental composition in commercial lithium iron phosphate pouch cells across six charging levels, ...
Tiger and Fox Algorithms Team Up to Sharpen Battery Forecasts for Flying Taxis
Researchers in India have combined a Siberia Tiger Optimisation and a Polar Fox Optimization to tune an LSTM network that ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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