Baselight

CNC Mill Tool Wear

Variational CNC machining data

@kaggle.shasun_tool_wear_detection_in_cnc_mill

Experiment 03
@kaggle.shasun_tool_wear_detection_in_cnc_mill.experiment_03

  • 144.43 KB
  • 1521 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

198-0.025-12.51980.340.02523300.5764.3e-71580.0256.25158-0.420.0153282.211.35e-7119-0.025-12.51193390.000750.1883390.4532.75e-193290.0000011212126Prep
1980.02518.8198-0.4590.02263291.791580.0512.51580.2230.01633281.69-3.61e-7119-0.025-12.5119339-0.002-0.253390.1572.75e-19329-8.86e-71216Prep
1980.0256.25198-0.4590.0173290.929-0.000001141580.0256.251580.8540.02093280.4960.000001551191193390.0010.253390.3632.75e-193299.36e-71216Prep
1986.251980.6590.01713291.36-1.53e-71580.0256.25158-0.420.02613282.18119-6.25119339-0.00325-1.563390.1572.75e-19329-9.88e-71216Prep
198-6.25198-1.420.02223292.660.000001321586.251580.06130.03133281.771.67e-71196.251193390.00213390.3632.75e-193290.000002431216Prep
198-0.025-6.25198-0.4590.0253301.74-0.00000144158-0.025-12.51580.5380.02413280.687-9.01e-7119-6.25119339-0.0013390.172.75e-19329-0.000001071216Prep
1981980.6590.01573301.741580.0256.251580.6960.01623280.282-3.58e-71191193393390.262.75e-19329-8.85e-71216Prep
1980.02512.51980.9790.02073292.071580.02512.5158-0.5780.0143282.3-2.83e-71191193390.0010.53390.4532.75e-193291216Prep
198198-0.620.01723301.511580.0256.25158-0.4240.01843281.821.33e-7119-6.25119339-0.001-0.25339-0.02362.75e-193290.00000141216Prep
1981980.020.02023300.8376.53e-71580.0256.25158-0.7360.01543282.863.12e-71190.0256.25119339-0.002-0.1883390.262.75e-19329-0.00000111216Prep

CREATE TABLE experiment_03 (
  "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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