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. 2022 Feb 9;22(4):1306. doi: 10.3390/s22041306
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
DOD Total number depth of discharge
D Vehicle travel distance (km)
i Interest rate
N Lifetime
Ndays Total number of days during the year
γ Contracted ratio for selling power to the grid
λt Electricity price during different periods of day
λk Peak price
λm Mid-peak price
λoff Off-peak price
ηEVd EV battery discharge efficiency
ηV Vehicle efficiency (kWh/km)
ηPV PV generator efficiency
ηR The PV generator efficiency at reference temperature
ηESSc Charging efficiency of ESS
ηESSd Discharging efficiency of ESS
ηEVc Charging efficiency of EV battery
ηEVd Discharging efficiency of EV battery
β Binary variable
ρ Temperature coefficient for cell efficiency
PGL,t Power from the grid-to-load (kW)
PGESS,t Power from the grid-to-ESS (kW)
PGEV,t Power from the grid-to-EV (kW)
PPVG,t Power from the PV-to-grid (kW)
PESSG,t Power from the ESS-to-grid (kW)
PPVL,t Power from the PV-to-load (kW)
PESSL,t Power from the ESS-to-load (kW)
PEVL,t Power from the EV-to-load (kW)
PESS,tc Charging power of ESS (kW)
PESS,td Discharging power of ESS (kW)
PEV,tc Charging power of EV (kW)
PEV,td Discharge power of EV (kW)
PL,t Household power demand at time t
Pmaxgrid Maximum power that can be drawn from the grid (kW)
Pmaxsell Maximum power that can be sold back to the grid (kW)
CostPVcapital Daily capital cost of the PV installation
CostESScapital Daily capital cost of ESS installation
CostEVdegradation EV battery degradation cost due to V2H
CPV One-time installation cost of PV (USD/kW)
CESS One time installation cost of ESS (USD/kWh)
CEV Replacement cost of EV battery
Cf Full cycles number during battery lifespan
ZPV Rated capacity of PV array size (kW)
ZESS Rated capacity of ESS (kWh)
ZEV Rated capacity of EV battery (kWh)
EEVR Required energy for the EV travel distance in the typical day (kWh)
IPV Solar radiation (kWh/m2)
IPV,NT The average hourly solar irradiation incident on the array at NT
TA Ambient temperatures
TR Reference cell temperature
TC The cell temperature
TC,NT Cell temperatures at NT
TA,NT Ambient temperatures at NT
SOCESS,t ESS SOC at time t
SOCESS,t1 SOC of ESS in past period
SOCESS,max Maximum SOC of ESS
SOCESS,min Minimum SOC of ESS
SOCEV,t EV battery SOC at time t
SOCEV,t1 State of charge of EV battery at the past period
SOCEV,max Maximum SOC of EV battery
SOCEV,min Minimum SOC of EV battery
SOCEV,R1 SOC required for the EV trip distance at the first departure time td1
SOCEV,R2 SOC required for the remaining EV trip distance at the second departure time td2
td1 First departure time
td2 Second departure time
Xm,best,t Variable m best value obtained for the best candidate
Xm,worst,t Variable m worst value obtained for the worst candidate
Xm,n,t Modified value of Xm,n,t
r1 and r2 Are random values between zero and one