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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Hlavní autoři:	Ming-Feng Yeh, Ching-Chuan Luo, Cheng-Lin Lu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2026-06-01
Edice:	Sensors
Témata:	programmable logic controller Instruction List Mitsubishi FX-series large language model retrieval-augmented generation static syntax verification
On-line přístup:	https://www.mdpi.com/1424-8220/26/11/3602
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