Cost-Effective Energy Usage in a Microgrid Using a Learning Algorithm

Algorithm 1

-Learning.

.

Set and The convergence condition and the learning

parameter

Initialize

repeat

if    then

Charge the battery Eq. (2)

else

define ,

generate random number

if    then

else   random action else than

end if

Execute

Update the state of the battery Eq. (2)

end if

Observe and Update ;

Equation (5)

until