SV2G-ET: A Secure Vehicle-to-Grid Energy Trading Scheme Using Deep Reinforcement Learning

Algorithm 2

V2G or G2V for EV.

	Input: State , energy prices, vehicle volume
	Output: EV G2V/V2G schedules
(1)	Implement the DNN parameters trained by Algorithm 1.
(2)	for Timestep t: 1 to do
(3)	Obtain past 2 days energy prices.
(4)	Network extracts the features from the data of energy prices.
(5)	Calculation of action-value (, , ) by Q network
(6)	The action is selected randomly, otherwise
(7)	Output G2V/V2G schedule.
(8)	Execute ET_Transaction_Details() for secure access
(9)	Publish ET details over EBT and stored in off-chain mode IPFS.
(10)	Generate private_key and public_key.
(11)	Distribute private_key and public_key to all stakeholders i.e., EV_Owner, utility_supplier, SG administrator.
(12)	end forreturn