Battery knowledge · Charging infrastructure

Smart charging

Controlling when and how fast vehicles charge to fit grid capacity, electricity prices and departure times, rather than charging at full power on arrival. A depot of buses uses it to stay within its grid connection; homes use it to charge on cheap night tariffs.

Also called
managed charging, load management

Example

The limit sets the permitted current

Requested current: 8 A. At 50 °C the chosen limit permits 5 A.

Breakpoints are invented teaching values, not operating limits for a particular battery.

Explore the graph

A requested current is clipped wherever an active limit is lower.

Illustrative temperature current limit
Illustrative temperature current limitTemperature (°C) versus Current (A). Limit; Permitted command. Interpretation follows the graphs.0-1037.5625942.51260Temperature (°C)Current (A)
LimitPermitted command (dashed)

Requested current: 8 A. At 50 °C the chosen limit permits 5 A.

I_command = min(I_requested, I_limit)

Illustrative model. Breakpoints are invented teaching values, not operating limits for a particular battery.

Use in Lemonergy

Lemonergy Studio blocks

Compare charging policies

Compare authored schedules on the same hardware.

Blocks to use

  1. Charging schedule and target policy

    Permits charging

    Inputs & settings
    • strategy
    • targetSoc
    • departureS
    • soc, available, chargerDone → permit
  2. Shared site power allocator

    Shares grid-side power

    Inputs & settings
    • limitW
    • ports
    • allocation
  3. Regulated CC/CV charger

    Regulates current and voltage

    Inputs & settings
    • currentA
    • voltageV
    • cutoffCurrentA / cutoffHoldS
    • Electrical ports p and n
  4. Battery with SOC-dependent OCV

    Stores charge and supplies terminal voltage

    Inputs & settings
    • capacityAh
    • initialSoc
    • emptyVoltageV / fullVoltageV
    • resistanceOhm
    • Electrical ports p and n

This overview identifies the components to use. Follow the example in Lemonergy for their connections and settings.

  1. Set connection, tariff, window and target.
  2. Compare policies on this network.

Example. Connect a vehicle for eight hours with a cheaper window from hour 1 to hour 7.

Observe. Compare cost, peak power and departure shortfall.

This is deterministic policy comparison, not a forecast or economic optimum.

Open the Studio example →

References & further reading

Further reading on this topic

These sources provide broader context; they are not presented as citations for every statement in this entry.

  1. Electric Vehicle Charging Stations

    U.S. Department of Energy, Alternative Fuels Data Center

    Topic background · U.S. charging equipment levels, charging infrastructure and connector context. Regional terminology varies.