CNC Mill Tool Wear

Variational CNC machining data

@kaggle.shasun_tool_wear_detection_in_cnc_mill

Table List

19 tables(2.31 MB)

Experiment 04

@kaggle.shasun_tool_wear_detection_in_cnc_mill.experiment_04

76.27 KB
532 rows
48 columns

x1_actualposition X1 ActualPosition	x1_actualvelocity X1 ActualVelocity	x1_actualacceleration X1 ActualAcceleration	x1_commandposition X1 CommandPosition	x1_currentfeedback X1 CurrentFeedback	x1_dcbusvoltage X1 DCBusVoltage	x1_outputcurrent X1 OutputCurrent	x1_outputvoltage X1 OutputVoltage	x1_outputpower X1 OutputPower	y1_actualposition Y1 ActualPosition	y1_actualvelocity Y1 ActualVelocity	y1_actualacceleration Y1 ActualAcceleration	y1_commandposition Y1 CommandPosition	y1_currentfeedback Y1 CurrentFeedback	y1_dcbusvoltage Y1 DCBusVoltage	y1_outputcurrent Y1 OutputCurrent	y1_outputvoltage Y1 OutputVoltage	y1_outputpower Y1 OutputPower	z1_actualposition Z1 ActualPosition	z1_commandposition Z1 CommandPosition	s1_actualposition S1 ActualPosition	s1_actualvelocity S1 ActualVelocity	s1_actualacceleration S1 ActualAcceleration	s1_commandposition S1 CommandPosition	s1_currentfeedback S1 CurrentFeedback	s1_dcbusvoltage S1 DCBusVoltage	s1_outputcurrent S1 OutputCurrent	s1_outputpower S1 OutputPower	s1_systeminertia S1 SystemInertia	m1_current_program_number M1 CURRENT PROGRAM NUMBER	m1_sequence_number M1 Sequence Number	m1_current_feedrate M1 CURRENT FEEDRATE	machining_process Machining Process
198	0.025	6.25	198	-1.42	0.0219	328	0.557	-0.00000215	158			158	0.0598	0.0152	327	1.39		119	119	339	-0.001	-0.25	339	0.0666	2.75e-19	328	-9.93e-7	12	1	2	50	Prep
198			198	-1.9	0.0206	329	1.92		158	0.025	12.5	158	-0.0998	0.0141	327	1.55	0.00000253	119	119	339	0.00075	0.375	339	0.054	2.75e-19	328	7.29e-7	12	1		50	Prep
198			198	-2.06	0.0237	329	1.81	0.0000016	158	0.025	12.5	158	-0.899	0.0174	327	2.61		119	119	339	-0.00175	-0.625	339	0.157	2.75e-19	329		12	1		50	Prep
198	0.025	6.25	198	-2.22	0.0225	329	1.87	-0.0000045	158	0.025	12.5	158	0.0598	0.0167	327	1.24	4.8e-7	119	119	339			339	0.0791	2.75e-19	329		12	1		50	Prep
198	-0.025	-6.25	198	0.499	0.026	329	1.79	0.00000175	158			158	0.699	0.013	327	0.996		119	119	339		-0.25	339	0.247	2.75e-19	329		12	1		50	Prep
198			198	-0.939	0.0298	329	0.899	0.00000172	158			158	-0.0998	0.0165	328	1.31	3.02e-7	119	119	339		-0.438	339	0.26	2.75e-19	329	0.00000107	12	1		50	Prep
198			198	-1.26	0.0287	329	1.49		158			158	-1.54	0.0159	327	2.56		119	119	339			339	0.054	2.75e-19	329	8.29e-7	12	1		50	Prep
198	0.025	6.25	198	1.3	0.0297	329	3.26	-0.00000237	158			158	0.859	0.0154	327	0.799	7.71e-7	119	119	339		-0.438	339	-0.18	2.75e-19	329	8.59e-7	12	1		50	Prep
198	0.025	6.25	198	-1.74	0.0192	329	1.02	-0.00000386	158	0.025	12.5	158	-0.899	0.0176	327	2.06		119	119	339	0.001	0.5	339	0.26	2.75e-19	328	-0.00000195	12	1		50	Prep
198		-6.25	198	-1.9	0.0236	329	1.46	-0.00000408	158			158	0.22	0.0158	327	1.47	0.00000215	119	119	339			339	0.054	2.75e-19	329	0.0000013	12	1		50	Prep


CREATE TABLE experiment_04 (
  "x1_actualposition" DOUBLE,
  "x1_actualvelocity" DOUBLE,
  "x1_actualacceleration" DOUBLE,
  "x1_commandposition" DOUBLE,
  "x1_commandvelocity" DOUBLE,
  "x1_commandacceleration" DOUBLE,
  "x1_currentfeedback" DOUBLE,
  "x1_dcbusvoltage" DOUBLE,
  "x1_outputcurrent" DOUBLE,
  "x1_outputvoltage" DOUBLE,
  "x1_outputpower" DOUBLE,
  "y1_actualposition" DOUBLE,
  "y1_actualvelocity" DOUBLE,
  "y1_actualacceleration" DOUBLE,
  "y1_commandposition" DOUBLE,
  "y1_commandvelocity" DOUBLE,
  "y1_commandacceleration" DOUBLE,
  "y1_currentfeedback" DOUBLE,
  "y1_dcbusvoltage" DOUBLE,
  "y1_outputcurrent" DOUBLE,
  "y1_outputvoltage" DOUBLE,
  "y1_outputpower" DOUBLE,
  "z1_actualposition" DOUBLE,
  "z1_actualvelocity" DOUBLE,
  "z1_actualacceleration" DOUBLE,
  "z1_commandposition" DOUBLE,
  "z1_commandvelocity" DOUBLE,
  "z1_commandacceleration" DOUBLE,
  "z1_currentfeedback" DOUBLE,
  "z1_dcbusvoltage" DOUBLE,
  "z1_outputcurrent" DOUBLE,
  "z1_outputvoltage" DOUBLE,
  "s1_actualposition" DOUBLE,
  "s1_actualvelocity" DOUBLE,
  "s1_actualacceleration" DOUBLE,
  "s1_commandposition" DOUBLE,
  "s1_commandvelocity" DOUBLE,
  "s1_commandacceleration" DOUBLE,
  "s1_currentfeedback" DOUBLE,
  "s1_dcbusvoltage" DOUBLE,
  "s1_outputcurrent" DOUBLE,
  "s1_outputvoltage" DOUBLE,
  "s1_outputpower" DOUBLE,
  "s1_systeminertia" DOUBLE,
  "m1_current_program_number" DOUBLE,
  "m1_sequence_number" DOUBLE,
  "m1_current_feedrate" DOUBLE,
  "machining_process" VARCHAR
);