NASA Milling Dataset

Prognostic Dataset for Predictive/Preventive Maintenance

@kaggle.vinayak123tyagi_milling_data_set_prognostic_data

Table List

1 table(14.34 KB)

Mill

@kaggle.vinayak123tyagi_milling_data_set_prognostic_data.mill

14.34 KB
167 rows
14 columns

unnamed_0 Unnamed: 0	case Case	run Run	vb VB	time Time	doc DOC	feed Feed	material Material	smcac SmcAC	smcdc SmcDC	vib_table Vib Table	vib_spindle Vib Spindle	ae_table AE Table	ae_spindle AE Spindle
row_0	1	1		2	1.5	0.5	1	-0.01708984375	0.625	0.078125	0.31494140625	0.0872802734375	0.103759765625
row_1	1	2		4	1.5	0.5	1	0.3076171875	0.6689453125	0.07568359375	0.301513671875	0.086669921875	0.0994873046875
row_2	1	3		6	1.5	0.5	1	-0.72509765625	0.9130859375	0.0830078125	0.29541015625	0.0927734375	0.10498046875
row_3	1	4	0.11	7	1.5	0.5	1	0.1123046875	0.1318359375	0.0830078125	0.316162109375	0.1129150390625	0.1397705078125
row_4	1	5		11	1.5	0.5	1	-0.1220703125	0.44921875	0.107421875	0.284423828125	0.0958251953125	0.1104736328125
row_5	1	6	0.2	15	1.5	0.5	1	0.32958984375	0.68359375	0.07080078125	0.3076171875	0.103759765625	0.1202392578125
row_6	1	7	0.24	19	1.5	0.5	1	-0.57861328125	1.3818359375	0.06591796875	0.322265625	0.0909423828125	0.1239013671875
row_7	1	8	0.29	22	1.5	0.5	1	0.30029296875	1.435546875	0.06103515625	0.308837890625	0.0927734375	0.108642578125
row_8	1	9	0.28	26	1.5	0.5	1	-0.30517578125	1.4501953125	0.06591796875	0.284423828125	0.084228515625	0.098876953125
row_9	1	10	0.29	29	1.5	0.5	1	0.21484375	1.40625	0.06103515625	0.279541015625	0.087890625	0.1068115234375


CREATE TABLE mill (
  "unnamed_0" VARCHAR,
  "case" BIGINT,
  "run" BIGINT,
  "vb" DOUBLE,
  "time" BIGINT,
  "doc" DOUBLE,
  "feed" DOUBLE,
  "material" BIGINT,
  "smcac" DOUBLE,
  "smcdc" DOUBLE,
  "vib_table" DOUBLE,
  "vib_spindle" DOUBLE,
  "ae_table" DOUBLE,
  "ae_spindle" DOUBLE
);