Parameters Step

The Parameters section contains the following tabs:

Parameters tab
System Constants tab

Parameters Tab

You can define additional parametersets beside Working and Reference. Iterations of the optimizer are automatically stored as separate parametersets. This allows to analyze the optimization progress and also go back to a previous set. See also Parametersets

The Parameters tab (see also Available Types of Parameters) contains the following elements:

Parameterset

List of all available parametersets, including the conversion parameterset that cannot be optimized.

Parameterset context menu (right-click)

Set as Working Parameterset: Sets selected parameterset as working parameterset.

Set as Reference Parameterset: Sets selected parameterset as reference parameterset.

Compare selected Parametersets: Opens the Closed Compare Parametersets window. It shows the maximum difference per parameter and the number of changed and unchanged parameters.

Copy selected Parameterset to:

<Parameterset Name> (Working): Copies the parameters of the selected parametersets to the working parameterset.
<Parameterset Name> (Reference): Copies the parameters of the selected parametersets to the reference parameterset.
Conversion Parameters: Copies the parameters of the selected parametersets to the conversion parameters.

Recalculate

If you click Recalculate directly, the RMSE is calculated for the selected parametersets.

The button opens a Closed drop-down menu.

Set as Working

Sets selected parameterset as working parameterset.

Set as Reference

Sets selected parameterset as reference parameterset.

Set as Conversion

Sets selected parameterset as conversion parameterset.

Duplicate

Creates a copy of selected parametersets and opens a naming dialogue.

New

Creates an empty parametersets and opens a naming dialogue.

Delete

Deletes selected parametersets and containing values.

Rename

Opens a dialog window to rename selected parametersets.

See also Parametersets.

Import

If you click Import directly, the parameters and their values are imported from a file.

The button opens a Closed drop-down menu.

Parameters	Imports parameters and their values From File or From Open Projects. See Import Parameters .
Bounds	Imports the bounds of scalar, curve, and map parameters From File or From Open Projects. See Import Bounds.
Parameters and Bounds	Imports parameters, their values and bounds (for scalar, curve, and map parameters) From File or From Open Projects. See Import Parameters and Bounds.
from A2L-File	Import limits (Lower Limit and Upper Limit column) and quantization (COMPU_METHOD) from an A2L file for the parameter(s) of the project via name matching. This file can then be used for quantization of parameters. ASCMO-MOCA still handles the parameters as continuous during optimization, but the quantization can be applied afterwards manually e.g., before export.

Note
Available formats are e.g. DCM files (.dcm), several comma-separated value formats (.csv), Excel formats (.xls, .xlsx, .xlsm), calibration data files (.cdfx) or ASCMO projects (*.ascmo).

Export

Click Export to open the Export Parameters window, where you can specify the location, name, and file type for the parameters to be exported.

To select only certain parameters for export, use the checkboxes in the Export column of the Parameters table.

The button opens a Closed drop-down menu.

Parameters (default)	Opens an open file dialog, where you can specify the location, name, and file type for the parameters to be exported.
Bounds	Exports the bounds of map, curve and cube-3D/cube-4D parameters to a file.
Parameters and Bounds	Exports all parameters, their values and bounds (only map, curve and cube-3D/cube-4D parameters) to a file.
Patch Parameter or Variant in Existing DCM File	Exports the selected parameters or variants and patches them into an existing DCM file. This way only the changed parameters can be exported and added to the existing file.
Selected Parameters to Bosch iLrn (offline)	Exports the selected parameters, curves, maps and cubes as BIN and DCM file as iLrn (offline) flatbuffer for Bosch ECUs.
Compressed Model to M-script	Exports parameters of type Compressed Model to an M script file so that the model can be executed in MATLAB®.
Compressed Model to Bosch AMU	Exports parameters of type Compressed Model to a DCM/CDFX file for Bosch AMU.
Parameter list as LAB	Exports parameter names to a LAB file for easy selection in ETAS INCA.

Note
Available export formats are DCM Files (.dcm), several comma-separated value formats (.csv), several Excel formats (.xls, .xlsx,.xlsm), calibration data files (.cdfx), M-scripts (.m), and LAB files (.lab).

Create

Opens the Create Parameter window where you can create a new parameter. See also Create a Parameter.

Edit

Opens the "Edit Parameter" window where you can edit the selected parameter.

Duplicate

Creates a copy of the selected parameter and names it <parameter>(<n>). Selecting two or more parameters is possible.

Delete

If you click directly on Delete, selected parameter(s) is removed from current selected Parameterset.

The button opens a Closed drop-down menu.

(Un)Lock Points

Click Lock Points to exclude the selected grid points from optimization.

The button opens a Closed drop-down menu.

Lock selected Points (default)	Excludes the selected grid points in the table from the optimization.
Lock Points without data (Selected Parameters)	Excludes grid points without data of marked parameters from the optimization.
Lock Points without data (All Active Parameters)	Excludes grid points without data from optimization for all parameters with the Optimize check box activated.
Lock Points with data (Selected Parameters)	Excludes grid points with data of marked parameters from the optimization.
Lock Points with data (All active Parameters)	Excludes grid points withou data from optimization for all parameters with the Optimize check box activated.
Unlock all Points (Selected Parameters)	Includes all grid points of selected parameters in the optimization.
Unlock all Points (All active Parameters)	Includes all grid points in the optimization for all parameters with the Optimize check box activated.

Note
Single grid points with or without data can be locked or unlocked via context menu (right-click).

Menu button

Opens a Closed drop-down menu.

Copy Selected

Copies the selected table cells (parameter values) to the clipboard. You can choose between dot and comma as decimal separators.

Copy full Table and Axes to Clipboard

Copies the entire table of parameter values and axes to the clipboard. You can choose between dot and comma as decimal separators.

In Excel, you can then transpose the table by swapping the X and Y axes and paste it back into ASCMO-MOCA.

Paste from Clipboard (Ctrl+V)

Pastes the copied values into the table. The number of copied values must match the number of selected values. You can also paste an entire table.

Paste full Table and Axes

Pastes the entire copied table of parameter values and axes into the table.

Change Selected Values (Ctrl+)

Opens the Change Selected Valueswindow, where you can change the values of all selected parameter values at once.

Smooth Parameter

The Parameter Smoothing window opens where you can adjust various settings before smoothing.

Note
Smoothing only supports map/curve parameters.

Optimize Grid

Note
Only available for curves and maps.

Opens the Closed Optimize Grid window where you can optimize the parameter grid.

See also Optimize Grid

Convert/Invert Axes

Opens the Axes Convert/Invert window, where you can change the inversion and conversion of the axes.

Import Selected Parameters

Import selected parameters From File or From Open Projects.

Import Bounds for Selected Parameters

Import bounds for the selected parameters From File or From Open Projects.

Import Selected Parameters and Bounds

Import selected parameters and bounds From File or From Open Projects.

In addition to the parameter names and types, the table contains the Closed following columns.

Optimize

To include the parameter in the optimization, activate the checkbox.

Smoothness

The smoothing factor, a real number ≥ 0. If one value is given, the factor applies to all directions. If a vector is given, each element corresponds to one input direction.

Note
Smoothing only supports map, curve, and cube parameters.

Lower Limit

Define the lower and upper limit of the parameter values.

Upper Limit

Grid Reduction Factor

Allows you to reduce complexity for faster optimization.

Export

Allows you to deselect the parameters you don't want to export with Export Parameters. If you select a parameter with a corresponding group axis, the axis is always exported as well.

Parameter value table

Shows the values of the selected parameter. For curves/maps/cubes, the axes are displayed as the column/row headers of the table. The first axis (x) is displayed as the column header. The second axis (y) is displayed as the row header. The cells display the parameter values.

The appearance of the table depends on the parameter type. For 3D and 4D cube parameters, the third and fourth axes are displayed as separate lists. For parameters of compressed model types, the inputs are displayed in a separate list.

Use F2 or Double-click a cell to edit the value.

You can use the standard Ctrl/Shift selection functions in the table, or click and hold Lmb and drag the cursor over the cells/rows you want to select.

Differences between the reference and working parametersets are visually distinguished in the table using different shades of red and blue. Cells appear redder when the reference value is lower and bluer when it is higher, with the darkness of the color reflecting the extent of the difference.

Use the Difference Heatmap checkbox in the Show area to activate/deactivate the color coding.

When the Reference option of the Show area is activated, the table shows the differences between the reference and working parametersets.

To open the Closed context menu of the selected parameter value, right-click in the selection.

Copy Selected	Copies the selected table cells (parameter values) to the clipboard. You can choose between dot and comma as decimal separators.
Copy full Table and Axes to Clipboard	Copies the entire table of parameter values and axes to the clipboard. You can choose between dot and comma as decimal separators.
Paste from Clipboard (Ctrl+V)	Pastes the copied values into the table. The number of copied values must match the number of selected values. You can also paste an entire table.
Paste full Table and Axes	Pastes the entire copied table of parameter values and axes into the table.
Change Selected Values (Ctrl+)	Opens the Change Selected Valueswindow, where you can change the values of all selected parameter values at once.
Lock/Unlock Selected Values	Locks the selected parameter values against changes during optimization. Click again to unlock.
Copy Selected Values to Reference	Copies the selected parameter values to the reference data set.
Revert Selected Values to Reference	Reverts the selected parameter values to their original values.

Plot area

Shows a plot of the selected parameter. The look of the plot depends on the parameter type.

Note
Parameters of matrix type cannot be plotted.

For scalars, curves, maps, and cubes, the plot area contains the following elements:

Parameter Window

Note
Only available for curve and map parameters.

Opens the Parameter window, where you can edit the bounds.

Show

Select whether a parameter plot or a heatmap should be displayed.

The following options are only available for parameter plots:

Activate the corresponding checkbox to show:

the parameter from the working parameterset (Calibration)
the reference/initial parameterset (Reference, see also Dealing with Reference Parameters)
- When activated, the Parameter value table shows the differences between the reference and working parameter.
the upper and lower bounds (Bounds, only available for curve and map parameters)
the color-coded differences in the parameter value table (Difference Heatmap)
the data points as black dots in the plot. Select the data to display from the drop-down list (Data).

The signals of the project and a special signal Parameter Output are available. Parameter Output shows the input signals evaluated by the parameter. This is useful to see the distribution of the input signals.

2D View

Activate the checkbox to display the parameter plot as a 2D plot. Use the drop-down menu to select whether to display the X-Z or the Y-Z axes as the X and Y axes of the 2D plot.

The third axis data can be displayed as connected points in the 2D plot. Therefore select the corresponding row or column in the parameter value table above. Select multiple values (Ctrl or Shift)in the table to display multiple values in the plot.

System Constants Tab

The System Constants tab (see also System Constants) contains the following elements:

System Constants

Lists the existing system constants.

Name: Use the input field to create a new system constant. See also Creating and Editing a System Constant.

Use Default: If you activate the checkbox, the default values defined for the parameters in the corresponding system constant are used.

Delete System Constant

Deletes the currently selected system constant.

Constant Values for <system constant>

Note
Only visible when a system constant is selected.

Lists the content of the selected system constant.

Parameter: Lists the parameters in the currently selected system constant. Use the drop-down list to add another parameter to the system constant. See, Creating and Editing a System Constant.

Constant Value: Type a value in the input field to use it instead of the original parameter value for the system constant.

Delete Parameter

Deletes the selected parameters from the system constant.

Recalculate weighted RMSE	Recalculates the weighted RMSE for the selected parametersets.
Recalculate weighted RMSE for all Parametersets	Recalculates the weighted RMSE for all parametersets shown in the list.

Remove Selected Parameters from Set	Removes selected parameter(s) from current selected Parameterset.
Delete Selected Parameters from Project	Deletes selected parameter(s) from all Parametersets.