State Evaluation Method of Distribution Terminal Based on Deep Reinforcement Learning

Table 2

Distribution terminal status dataset.

Type	Data category	Data number
Operation environment information collection	External temperature detection	z1
	External humidity detection	z2
	Internal temperature detection	z3
	Internal humidity detection	z4
Analog conversion status acquisition	A/D conversion detection	z5
	Circuit disconnection detection	z6
Switching state acquisition	A/D conversion detection	z7
	Circuit disconnection detection	z8
Communication status acquisition	Network timing flag	z9
	Message type	z10
	Communication delay detection	z11
Main power supply status acquisition	Power loss detection	z12
	Voltage mutation detection	z13
	Circuit disconnection detection	z14
Standby power status acquisition	Power loss detection	z15
	Voltage mutation detection	z16
	Circuit disconnection detection	z17
	Residual capacity detection	z18
Internal board status acquisition	Board power detection	z19
	Board operation detection	z20
	Board insulation detection	z21