Real-Time Telemetry & Adaptive Pulsed EV Charging
RealTimeCharging breaks through the thermal and lithium-plating barriers of conventional continuous DC fast charging. By dynamically pulsing charging current with millisecond depolarization rests guided by 10kHz in-situ impedance telemetry, EV batteries safely absorb megawatt power levels with near-zero degradation.
Real-Time Charging Core Zonal Architecture
Central Controller: Real-Time Charging Core — 10 kHz Telemetry & Pulse Engine
Zonal Control Units & TSN Ring
- Kilohertz Voltage / Current Sampler
- Electrochemical Polarization Observer
- Adaptive Pulse-Width Modulator
- Zonal High-Speed CAN-XL Gateway
- Thermal Boundary Predictive Filter
Overcoming Electrochemical Saturation in Extreme Fast Charging
Continuous DC fast charging causes severe concentration polarization, triggering anode potential drops below 0V vs. Li/Li+ and causing irreversible metallic lithium plating. RealTimeCharging alternates high-amperage current pulses with microsecond relaxation intervals, allowing lithium ions to diffuse uniformly into graphite intercalations.
Core Engineering Areas
- High-Frequency Pulsed Charging — Interleaving high-current charging bursts with brief negative discharge pulses to strip nascent lithium dendrites and restore electrolyte conductivity.
- Kilohertz Electrochemical Telemetry — Capturing instantaneous cell voltage and current dynamics at 10 kHz over isolated daisy-chain SPI/UART links to detect internal micro-shorts.
- Real-Time Temperature Gradient Modeling — Using dual-state Kalman estimators to compute internal cell core temperatures that surface sensors cannot measure directly.
Technical Articles
Related Cluster Architecture Specifications
- AutomotiveSDV — Full SDV Stack & Reference Architecture
- A2HCard — Agent-to-Human (A2H) Interface Cards & In-Cabin Autonomous Interaction Manifests
- A2HumanCard — Standardized In-Vehicle AI Agent Capability Discovery, Trust & Authorization Cards
- AIDrivenSynBio — AI-Driven Synthetic Biology for Automotive In-Cabin Air Purification, Bio-Engineered Pathogen Scavengers & Molecular Biosensors