X-AI and AutoML-based S/W and Service
- - Provides scalable product development using UXIM(Unified eXplainable Intelligence Model) Platform
- - Decision making platform based on X-AI and AutoML using control segment pattern analysis
X-AI and AutoML technology based on electrical and control analysis
X-AI and AutoML Technology based on control logic interpretation
x-AI and AutoML Framework based on control segment patterns
X-AI and AML (AutomationML) based Modeling
Domain specific GNN modeling based on X-AI and AutomationML
X-AI & AutoML based UXIM Framework
UXIM Framework provides domain-specific solutions
- What purpose?: Control design, virtual commissioning, productivity, quality, maintenance, and systemization of the know-how of related engineers
- What data?: Logical relationship of control logic, static and dynamic relationship analysis result, dynamic log and IoT data
- How to do?: Explainable x-AI and AutoML technology of control segment patterns
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| Model Data Engineer | Physical & Control Model | Logical Model | Timed-FSA Model | X-AI Model | X-AI Model |
| Mechanical/Electric. Data | Logical Data | I/O Log/IoT Data | I/O Log/IoT Data | I/O Log/IoT Data | |
| Electrical, Mechanical Engineer. | Electrical, Mechanical Engineer | Process Engineer | Process & Maintenance Engineer | Maintenance Engineer | |
| Model Data Engineer | |||||
| Electronic & Control Design | Physical & Control Model | Mechanical/Electric. Data | Electrical, Mechanical Engineer. | ||
| Control Validation | Logical Model | Logical Data | Electrical, Mechanical Engineer | ||
| Operation Analysis | Timed-FSA Model | I/O Log/IoT Data | Process Engineer | ||
| X-AI Model | I/O Log/IoT Data | Process & Maintenance Engineer | |||
| Diagnosis & Maintenance | X-AI Model | I/O Log/IoT Data | Maintenance Engineer | ||