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Charging efficiency

Charging efficiency is the share of electrical energy drawn from the grid that is actually stored in the EV battery. It accounts for energy losses in the charger, cables, and vehicle during the charging process. In EV charging, efficiency is typically expressed as a percentage and is important for energy cost, carbon reporting, and accurate billing and forecasting.

What Is Charging Efficiency?

Charging efficiency compares:

– Energy taken from the grid (input kWh)
– Energy stored in the battery (useful kWh)

Efficiency (%) is commonly understood as:
– Charging efficiency = (battery energy gained ÷ grid energy used) × 100

Losses occur because power conversion and heat are unavoidable. Efficiency varies with charging type, power level, temperature, and equipment design.

Why Charging Efficiency Matters in EV Charging

Charging efficiency affects both cost and sustainability. It matters because it:

– Impacts the true cost per km for fleets and drivers (more losses = more kWh billed)
– Changes the site electricity demand forecasting for charging capacity planning
– Influences carbon calculations (CO₂e is linked to grid kWh, not battery kWh)
– Affects the economics of public charging and depot charging
– Helps interpret differences between metered energy and “battery gained” shown by the vehicle
– Supports more accurate billing reconciliation when comparing different data sources

Efficiency becomes especially important at scale, where small percentage losses add up across thousands of sessions.

Where Energy Losses Happen

Charging losses typically come from:

– AC-to-DC conversion losses
– In AC charging, the vehicle’s onboard charger converts AC to DC with some loss
– In DC charging, the station converts AC to DC with some loss

– Cable and connector losses
– Resistance in cables and contacts creates heat losses, especially at high current

– Battery internal losses
– Energy lost as heat due to internal resistance (higher at cold temperatures or aged batteries)

– Thermal management loads
– Cooling/heating systems may run during charging (vehicle and sometimes charger)

– Standby and auxiliary consumption
– Charger electronics and communications consume small power, more noticeable at low charging power

Typical Charging Efficiency Patterns

Efficiency depends on charging conditions:

– AC charging
– Efficiency can be lower at very low power (e.g., 2–3 kW) because fixed overhead is proportionally larger
– Often improves at moderate AC power (e.g., 7–11 kW), vehicle-dependent

– DC charging
– Often high at steady high power, but can drop when power tapers (overhead matters)
– Thermal management can reduce effective efficiency during hot/cold conditions

– Temperature effects
– Cold batteries increase internal resistance and may require heating, reducing efficiency
– Very hot conditions can increase cooling load and reduce efficiency

How Charging Efficiency Is Measured

Efficiency can be assessed using:

– Charger-side metering (input energy from the grid)
– Vehicle-reported battery energy gain (if available)
– Comparing total kWh billed vs kWh added (not always directly comparable)
– Controlled testing with calibrated meters for precise efficiency evaluation

For billing and reporting, the most reliable reference is usually the charger’s certified metering (where applicable).

Typical Use Cases

– Fleet depots optimizing cost per km and energy procurement
– Carbon reporting and intensity calculations based on metered kWh
– Site energy forecasting and transformer sizing in depot scale-ups
– Comparing AC vs DC operating costs for different duty cycles
– Investigating discrepancies between billed kWh and vehicle display
– Evaluating hardware performance and conversion losses across charger models

Key Benefits of Improving Charging Efficiency

– Lower energy cost for the same mobility output
– Lower CO₂e per km if grid kWh demand is reduced
– Reduced heat stress on equipment and potentially better reliability
– Better infrastructure utilization by reducing wasted energy
– Improved accuracy in operational reporting and performance benchmarking

Limitations to Consider

– Efficiency is not solely controlled by the charger; the EV and conditions matter
– Vehicle-reported “added energy” may include estimation errors and differ by OEM
– Real-world efficiency varies session to session (temperature, SoC window, power level)
– Some overhead is unavoidable, especially at low power and short sessions
– Comparing efficiency across networks requires consistent measurement boundaries

Charging Losses
Battery Thermal Management System (BTMS)
CC-CV Charging Profile
Charge Tapering
Billing-Grade Metering
Carbon Intensity
Carbon Reporting
Charging Capacity Planning
Load Management
Available Import Capacity