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TE3500 | Analytics Workbench · 0 次阅读

AM8xxx Smart System Diagnosis

AM8xxx Smart System Diagnosis 1:

The AM8xxxSSD enables the analysis of a motor equipped with the Smart System Diagnosis functionality. The built-in encoder records measured values from various internally installed sensors. These include the temperature and humidity in the encoder, as well as the acceleration in the X and Y directions. Various statistical parameters are calculated on the basis of these measured values and threshold monitoring is carried out to detect shocks.

Optionally, a Boolean signal can be selected for the Enable Execution input so that the algorithm is only active if the value of the selected signal is TRUE.

Configuration options

  • Num Sections Humidity: Configure the number of sections for analyzing the humidity in the encoder.
  • Num Sections Temperature: Configure the number of sections for analyzing the temperature in the encoder.
  • Num Bins RMS Acceleration: Configure the number of histogram bins for analyzing the acceleration.
  • Threshold Shock: Threshold value for the RMS of the acceleration for detecting shocks.

Output values

  • Humidity: Minimum, maximum and average value of the humidity within the encoder in %.
  • Temperature: Minimum, maximum and average value of the temperature within the encoder in °C.
  • X RMS Acceleration: Minimum, maximum and average value of the RMS acceleration in the X direction in g.
  • X Kurtosis Acceleration: Minimum, maximum and average value of the kurtosis of the acceleration in the X direction.
  • X Peak-Peak Acceleration: Minimum, maximum and average value of the peak-peak value of the acceleration in the X direction in g.
  • YRms Acceleration: Minimum, maximum and average value of the RMS acceleration in the Y direction in g.
  • Y Kurtosis Acceleration: Minimum, maximum and average value of the kurtosis of the acceleration in the Y direction.
  • Y Peak-Peak Acceleration: Minimum, maximum and average value of the peak-peak value of the acceleration in the Y direction in g.
  • X Shock | Shock Detected: TRUE, if a shock is detected in the X direction. The threshold value of the RMS acceleration is monitored for this purpose.
  • X Shock | Count: Number of shocks in the X direction.
  • X Shock | Last Shock: Timestamp of the last detected shock in the X direction.
  • Y Shock | Shock Detected: TRUE, if a shock is detected in the Y direction. The threshold value of the RMS acceleration is monitored for this purpose.
  • Y Shock | Count: Number of shocks in the Y direction.
  • Y Shock | Last Shock: Timestamp of the last detected shock in the Y direction.
  • Total Shocks: Number of shocks in the X and Y direction.
  • Sections Humidity: Temporal distribution of humidity within the encoder. (Section Timer)
  • Sections Temperature: Temporal distribution of the temperature within the encoder. (Section Timer)
  • X Rms Acceleration: Distribution of the acceleration in the X direction. (Histogram)
  • Y Rms Acceleration: Distribution of the acceleration in the Y direction. (Histogram)

Standard HMI Controls

For the algorithm, the following HMI controls are available for generating an Analytics Dashboard:

1. The specific AM8xxx Control visualizes the output values and displays them graphically.

AM8xxx Smart System Diagnosis 2:Fig.1:

2. The Table Control or List Control visualizes all output values

AM8xxx Smart System Diagnosis 3:

AM8xxx Smart System Diagnosis 4:

AM8xxx Smart System Diagnosis 5:

Preparation

In order for the sensor values to be available for analysis, they must be added to the process image of the drive. This process is described below.

1. Create a TwinCAT project.
2. Scan the I/Os of the TwinCAT project.
3. Add a Drive Manager project to the solution.
4. Select the corresponding channel of the drive to which the motor with the B/SSD-capable encoder is connected.
5. Select the Advanced tab.
6. Further process data can be added in the Process data subitem.
7. Add the following process data:
IntSHub: Update counter
IntSHub: Data Sensor 0
IntSHub: Data Sensor 1
IntSHub: Data Sensor 2
IntSHub: Data Sensor 3
AM8xxx Smart System Diagnosis 6:
Once the process data has been added, it is displayed in the I/O node and is available for analysis.
AM8xxx Smart System Diagnosis 7: