SAI Platform Updates

In the latest update, SORBA introduces custom machine learning algorithms and virtual environments. It enhances identity security with two-factor authentication and expands IoT capabilities with WhatsApp notifications, dashboard reports, and flexible execution modes (Edge or Cloud). New IoT connectors and data processors provide advanced data handling options, including thermodynamics and vibration sensor processing. Additionally, Vision (Beta) features object and motion detection, analytics, and video recording. These updates improve SORBA's capabilities across multiple domains.

Machine Learning

- Custom Algorithms

- Custom Virtual Enviroments

- New Regression and Digital Twin Algorithms

SORBA Identity

- Two-Factor Authentication (2FA)

IoT Unified

- WhatsApp as notification channel

- Dashboard Report based on trigger

- Execution Modes (Edge or Cloud) for Alarms, Model Instances, Scripts, IoT Connectors

- IoT Connectors (Ignition, KCF, OPC UA)

- IoT Connector Data Processors

          * Prep-processing: MaxAbs, MinMax, Robust, Standard

          * Statistical: Moving Skewness, Moving Quantile, Moving Kurtosis

          * Tag Filter

          * Thermodynamics

          * Vibration Sensor Processing: measurement conversion, RMS, Split features

- Update Model Instance with Auto-learning

- Improved Python Script Editor

- New Vision Node

- Cross Reference

- Tag Diagnostics

- Improved Alarm Acknowledgement

Vision (Beta)

- Object Detection

- Motion Detection

- Analytics based on vision

          * Object detection

          * Object detection duration

          * Object count

          * Camera online

          * Camera online duration

          * Camera offline

          * Camera offline duration

          * Motion detection

          * Motion detection duration

          * Motionlessness detection

          * Motionlessness detection duration

- Video Recording

- Video Snapshot