Baselight

CNC Mill Tool Wear

Variational CNC machining data

@kaggle.shasun_tool_wear_detection_in_cnc_mill

Experiment 01
@kaggle.shasun_tool_wear_detection_in_cnc_mill.experiment_01

  • 116.99 KB
  • 1055 rows
  • 48 columns
x1_actualposition

X1 ActualPosition

x1_actualvelocity

X1 ActualVelocity

x1_actualacceleration

X1 ActualAcceleration

x1_commandposition

X1 CommandPosition

x1_commandvelocity

X1 CommandVelocity

x1_commandacceleration

X1 CommandAcceleration

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_commandvelocity

Y1 CommandVelocity

y1_commandacceleration

Y1 CommandAcceleration

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_actualvelocity

Z1 ActualVelocity

z1_actualacceleration

Z1 ActualAcceleration

z1_commandposition

Z1 CommandPosition

z1_commandvelocity

Z1 CommandVelocity

z1_commandacceleration

Z1 CommandAcceleration

z1_currentfeedback

Z1 CurrentFeedback

z1_dcbusvoltage

Z1 DCBusVoltage

z1_outputcurrent

Z1 OutputCurrent

z1_outputvoltage

Z1 OutputVoltage

s1_actualposition

S1 ActualPosition

s1_actualvelocity

S1 ActualVelocity

s1_actualacceleration

S1 ActualAcceleration

s1_commandposition

S1 CommandPosition

s1_commandvelocity

S1 CommandVelocity

s1_commandacceleration

S1 CommandAcceleration

s1_currentfeedback

S1 CurrentFeedback

s1_dcbusvoltage

S1 DCBusVoltage

s1_outputcurrent

S1 OutputCurrent

s1_outputvoltage

S1 OutputVoltage

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

1981980.180.02073292.77-0.00000142158-0.025-6.251580.5390.01673281.846.43e-7119119-3610.0010.25-3610.5242.74e-193296.96e-712150Starting
198-10.8-350198-13.6-358-10.90.18632823.30.00448158-19.8-750157-24.6-647-14.50.28132537.80.0126119-20.3-712118-25.6-674-3610.25-361-0.2882.74e-19328-5.27e-7121450Prep
196-17.8-6.25196-17.9-0.0000954-8.590.1432830.60.00533154-32.5154-32.3-0.0000954-7.790.13932749.40.00943115-33.737.5115-33.7-0.0000954-361-0.438-3610.5242.74e-193289.1e-7121750Prep
194-18194-17.9-0.0000954-6.110.1332730.30.00489151-32.6-62.5151-32.3-0.0000954-8.130.15632547.60.0105112-33.7-6.25112-33.7-361-0.001-0.25-361-0.182.74e-193280.00000107121750Prep
193-17.9-18.8192-17.90.0000954-5.70.11432830.50.00425148-32138148-32.30.0000954-13.80.20232647.10.0135109-33.618.8108-33.7-361-0.188-3610.2262.74e-193280.00000196121750Prep
191-17.681.2191-17.90.000191-5.850.12832830.90.00474145-32.4-12.5144-32.3-9.780.16632649.60.0113105-33.7-6.25105-33.70.0000954-361-3610.8212.74e-19328121750Prep
189-17.9-6.25189-17.90.0000954-5.840.095532829.30.00345141-32.381.2141-32.3-0.0000954-8.560.179326500.0124102-33.562.5102-33.70.0000954-3610.00075-0.0625-3610.5232.74e-193280.00000379121250Prep
187-17.850187-17.9-0.000191-7.310.11732729.10.00441138-32.350138-32.3-0.0000954-80.18532550.80.012898.6-33.718.898.3-33.7-361-361-0.2882.74e-19328121750Prep
185-17.925185-17.9-7.980.11332829.40.00417135-32.337.5135-32.3-9.960.15432749.70.010295.1-33.618.894.8-33.70.0000954-361-0.00075-0.188-361-0.09972.74e-19328-8.36e-8121750Prep
184-17.912.5183-17.9-0.0000954-7.440.13832829.80.00501132-32.7-31.3132-32.3-6.290.11932548.10.0078491.8-33.7-37.591.6-33.70.0000954-361-0.001-3610.1182.74e-19328121750Prep

CREATE TABLE experiment_01 (
  "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
);

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