What is the UXIM (Unified eXplainable Intelligence Model) Platform ?
The UXIM platform consists of the UXIM-Interpreter that automatically analyzes domain problems, the UXIM-XAI Modeler that creates an explainable AI model, and the original technology of UXIM-AutoML that automatically learns to find the best model.
UXIM Platform
The UXIM platform has built-in MLP (machine language Processing) technology, and UDMTEK defines the MLP technology as understanding the meaning of a dynamically executed machine control program. Besides, the main technology is to develop a language capable of expressing other control languages in a common form and to understand the static and dynamic information flow and the relationship between information in the process of executing the control S/W.
UXIM-Factory, an application service platform, was developed using UDMTEK's machine language processing technology. The overall system configuration is composed of (Data Access Layer), (UXIM-Interpreter, UDML, UXIM-Modeler, UXIM-AutoML), and (UXIM-Factory). Depending on the application area, machine language processing technology is used in the automation system, and various domain analysis methods are used in other fields..
Key Applications of UXIM
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Service Data Engineer | control logic inspection | control logic generation | reproduction like a black-box | productivity improvement, and quality analysis | abnormality detection & Preventive Maintenance |
Control Data | Logical Data | I/O Log/IoT Data | I/O Log/IoT Data | I/O Log/IoT Data | |
Control Engineer | Control Engineer | Process Engineer | Process & Maintenance Engineer | Maintenance Engineer | |
Service Data Engineer | |||||
Control Design | control logic inspection | Control Data | Control Engineer | ||
Control Validation | control logic generation | Logical Data | Control Engineer | ||
Control Operation Analysis | reproduction like a black-box | I/O Log/IoT Data | Process Engineer | ||
productivity improvement, and quality analysis | I/O Log/IoT Data | Process & Maintenance Engineer | |||
Diagnosis & Maintenance | abnormality detection & Preventive Maintenance | I/O Log/IoT Data | Maintenance Engineer |