The thesis focuses on the development, testing, and evaluation of Large Language Models (LLMs) for automated PLC programming in Structured Control Language (SCL) for the Siemens TIA Portal environment. The work will include the creation of dedicated datasets for automated code generation, as well as the comparative analysis of different LLM architectures in terms of code quality, reliability, and automation capabilities for industrial control applications.
AUTOMATED PLC PROGRAMMING USING LARGE LANGUAGE MODELS
MILON, MD AMDADUL HAQUE
2025/2026
Abstract
The thesis focuses on the development, testing, and evaluation of Large Language Models (LLMs) for automated PLC programming in Structured Control Language (SCL) for the Siemens TIA Portal environment. The work will include the creation of dedicated datasets for automated code generation, as well as the comparative analysis of different LLM architectures in terms of code quality, reliability, and automation capabilities for industrial control applications.File in questo prodotto:
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https://hdl.handle.net/20.500.14253/72872