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Multi-Hardware Benchmarking of Open-Source Large Language Models with Retrieval-Augmented Generation for Mitsubishi FX-Series PLC Instruction List Code Generation

Smart manufacturing relies on programmable logic controllers (PLCs) that translate sensor inputs into actuator commands. Generating PLC programs in legacy textual languages such as Mitsubishi FX-series Instruction List (IL) remains an expert-only task, and IL’s deprecation in IEC 61131-3 Edition 3.0...

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Principais autores: Ming-Feng Yeh, Ching-Chuan Luo, Cheng-Lin Lu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-06-01
Serier:Sensors
Fag:
programmable logic controller
Instruction List
Mitsubishi FX-series
large language model
retrieval-augmented generation
static syntax verification
Online adgang:https://www.mdpi.com/1424-8220/26/11/3602
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