📑New AI Configuration Creation

📘 Description of NUBISON IoT Functions > 📖 IoT Management > 📖 Device Management

AI configurations are applied to AI devices.

Device Management Screen

Create an AI configuration by clicking the button next to Apply AI titled Create New AI Configuration.

Device Management Screen

1. Select a Reference Device

Click Select Target in Create AI Configuration to select a reference device from which to retrieve data.

AI Configuration Creation Screen

Select the target device to apply.

Reference Device Selection Pop-up Screen]

Select the target device to apply and click the arrow button.

Reference Device Selection Pop-up Screen

After selecting the reference target device, click Close to apply.

Reference Device Selection Complete Pop-up Screen

You can confirm that the selected device has been applied as a reference device.

AI Configuration Creation Reference Device Complete Screen

2. Loading Data

Select the start date and time of the data interval, as well as the end date and time of the data interval, and then click the Load Data button.

AI Configuration Creation Data Section Selection Screen

3. View Raw Data

To present the raw data, click the Load Data button.

AI Configuration Creation Screen

Click the arrow button to the right of Raw Data to view an enlarged version of the entire raw data table.

Enlarged Raw Data Screen

4. View Learning Data

Click the Target Mapping button above the raw data.

Create AI Configuration Original Data Screen

Enter a target name in the Target Mapping Settings pop-up window and press Enter to add a target.

원본 데이터 타깃 매핑 설정 화면

Choose Target > AI > insertRowData > Value from the raw data table.

Raw Data Value Selection Screen

Select an item in the raw data table > AI > insertRowData > Value or Slope.

(value = value; slope = change rate)

Raw Data Value/Slope Selection Screen

Once the targets have been mapped, the learning data will appear as shown below.

Learning Data Upload Screen

5. Setting Up Data Learning

In the Data Learning Settings, you can select the algorithm you wish to train and configure its parameters.

Data Learning Settings Screen

Select the number of data training evaluations and click the Evaluate button.

Data Learning Model Evaluation Settings Screen

By simulating evaluation as many times as configured, it is possible to derive evaluation results.

Data Learning Model Evaluation Pop-up Screen

6. Applying AI Configuration

To apply the AI configuration, enter the name of the AI configuration

AI Configuration Application Screen

Click the OK button when the AI configuration application guide pop-up appears to apply the AI configuration.

AI Configuration Application Confirmation Pop-up Screen