| SOC |
State of charge |
| V2H |
Vehicle-to-home |
| H2V |
Home-to-vehicle |
| PV |
Photovoltaic |
| EV |
Electric vehicle |
| ESS |
Energy storage system |
| HEMS |
Home energy management system |
| NT |
Standard and nominal cell operating temperature conditions |
|
|
Total number depth of discharge |
|
D
|
Vehicle travel distance (km) |
|
i
|
Interest rate |
|
N
|
Lifetime |
|
|
Total number of days during the year |
|
|
Contracted ratio for selling power to the grid |
|
|
Electricity price during different periods of day |
|
|
Peak price |
|
|
Mid-peak price |
|
|
Off-peak price |
|
|
EV battery discharge efficiency |
|
|
Vehicle efficiency (kWh/km) |
|
|
PV generator efficiency |
|
|
The PV generator efficiency at reference temperature |
|
|
Charging efficiency of ESS |
|
|
Discharging efficiency of ESS |
|
|
Charging efficiency of EV battery |
|
|
Discharging efficiency of EV battery |
|
|
Binary variable |
|
|
Temperature coefficient for cell efficiency |
|
|
Power from the grid-to-load (kW) |
|
|
Power from the grid-to-ESS (kW) |
|
|
Power from the grid-to-EV (kW) |
|
|
Power from the PV-to-grid (kW) |
|
|
Power from the ESS-to-grid (kW) |
|
|
Power from the PV-to-load (kW) |
|
|
Power from the ESS-to-load (kW) |
|
|
Power from the EV-to-load (kW) |
|
|
Charging power of ESS (kW) |
|
|
Discharging power of ESS (kW) |
|
|
Charging power of EV (kW) |
|
|
Discharge power of EV (kW) |
|
|
Household power demand at time t |
|
|
Maximum power that can be drawn from the grid (kW) |
|
|
Maximum power that can be sold back to the grid (kW) |
|
|
Daily capital cost of the PV installation |
|
|
Daily capital cost of ESS installation |
|
|
EV battery degradation cost due to V2H |
|
|
One-time installation cost of PV (USD/kW) |
|
|
One time installation cost of ESS (USD/kWh) |
|
|
Replacement cost of EV battery |
|
|
Full cycles number during battery lifespan |
|
|
Rated capacity of PV array size (kW) |
|
|
Rated capacity of ESS (kWh) |
|
|
Rated capacity of EV battery (kWh) |
|
|
Required energy for the EV travel distance in the typical day (kWh) |
|
|
Solar radiation (kWh/m2) |
|
|
The average hourly solar irradiation incident on the array at NT |
|
|
Ambient temperatures |
|
|
Reference cell temperature |
|
|
The cell temperature |
|
|
Cell temperatures at NT |
|
|
Ambient temperatures at NT |
|
|
ESS SOC at time t |
|
|
SOC of ESS in past period |
|
|
Maximum SOC of ESS |
|
|
Minimum SOC of ESS |
|
|
EV battery SOC at time t |
|
|
State of charge of EV battery at the past period |
|
|
Maximum SOC of EV battery |
|
|
Minimum SOC of EV battery |
|
|
SOC required for the EV trip distance at the first departure time
|
|
|
SOC required for the remaining EV trip distance at the second departure time
|
|
|
First departure time |
|
|
Second departure time |
|
|
Variable m best value obtained for the best candidate |
|
|
Variable m worst value obtained for the worst candidate |
|
|
Modified value of
|
|
and
|
Are random values between zero and one |