Table 7 The summary for the datasets of hydraulic support guard plate that from scenario 109 to scenario 159.

Collection statistics	Characteristics							Training set						Validation set
	Years							2020 to 2023						2020 to 2023
	Data size (MB)							1434.19						360.14
		Scenario	label type	Scenario	label type	Scenario	label type	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count
Dataset label	Hydraulic support guard plate	109	DE	126	DF	143	CDE	109	45	126	78	143	14	109	10	126	12	143	10
		110	BCDEFI	127	DF	144	B	110	854	127	32	144	14	110	213	127	9	144	6
		111	DE	128	DE	145	CB	111	38	128	74	145	16	111	8	128	11	145	4
		112	BCDEFI	129	CDEH	146	C	112	269	129	126	146	16	112	82	129	41	146	2
		113	BCDEH	130	D	147	ABCH	113	44	130	54	147	142	113	9	130	19	147	33
		114	DEFI	131	D	148	ABCDFH	114	11	131	47	148	178	114	2	131	8	148	43
		115	BCDH	132	BCDEH	149	ABCH	115	46	132	20	149	214	115	12	132	7	149	65
		116	BCDEFI	133	DE	150	ABCD	116	244	133	51	150	148	116	57	133	8	150	45
		117	B	134	ABH	151	ABCH	117	60	134	82	151	48	117	9	134	22	151	9
		118	BE	135	AH	152	ABC	118	67	135	147	152	39	118	22	135	34	152	10
		119	B	136	ABDEH	153	ABCDH	119	42	136	18	153	113	119	16	136	5	153	28
		120	BCDE	137	B	154	ABCDEF	120	25	137	5	154	175	120	6	137	0	154	41
		121	BH	138	CE	155	AB	121	12	138	13	155	49	121	3	138	2	155	13
		122	CDEF	139	CE	156	AB	122	366	139	31	156	4	122	97	139	7	156	5
		123	DE	140	ABCDEH	157	BDF	123	86	140	165	157	10	123	20	140	38	157	1
		124	E	141	ACD	158	DE	124	103	141	38	158	2	124	25	141	5	158	1
		125	CDEHI	142	CDE	159	BD	125	215	142	35	159	8	125	54	142	7	159	4
								Total	4733					Total	1200

Note that in order to facilitate statistics, the different label annotations are marked for the different closing states of the guard plate. Among which, A represents hydraulic_support_guard_plate_00, B represents hydraulic_support_guard_plate_00_30, C represents hydraulic_support_guard_plate_30_60, D hydraulic_support_guard_plate_60_90, E represents hydraulic_support_guard_plate_90, F represents hydraulic_support_guard_ plate_90_120, G represents hydraulic_support_guard_plate_abnormal, H represents Shearer and I represents hydraulic_support_guard_plate_90_abnormal.

Search