A Graphical Modeling Language for Artificial Intelligence Applications in Automation Systems

Artificial Intelligence (AI) applications in automation systems are usually distributed systems whose development and integration involve several experts. Each expert uses its own domain-specific modeling language and tools to model the system elements. An interdisciplinary graphical modeling langua...

Full description

Saved in:
Bibliographic Details
Main Authors: Schieseck, Marvin, Topalis, Philip, Fay, Alexander
Format: Conference Proceeding
Language:English
Subjects:
AI System Modeling
Automation
Cyber Physical Systems
Documentation
Domain Specific Modeling Language
Graphical Modeling Language
Maintenance engineering
Semantics
Software
Symbols
Systems architecture
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Artificial Intelligence (AI) applications in automation systems are usually distributed systems whose development and integration involve several experts. Each expert uses its own domain-specific modeling language and tools to model the system elements. An interdisciplinary graphical modeling language that enables the modeling of an AI application as an overall system comprehensible to all disciplines does not yet exist. As a result, there is often a lack of interdisciplinary system understanding, leading to increased development, integration, and maintenance efforts. This paper therefore presents a graphical modeling language that enables consistent and understandable modeling of AI applications in automation systems at system level. This makes it possible to subdivide individual subareas into domain specific subsystems and thus reduce the existing efforts.
ISSN:2378-363X
DOI:10.1109/INDIN51400.2023.10217890