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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Asıl Yazarlar:	Ming-Feng Yeh, Ching-Chuan Luo, Cheng-Lin Lu
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	MDPI AG 2026-06-01
Seri Bilgileri:	Sensors
Konular:	programmable logic controller Instruction List Mitsubishi FX-series large language model retrieval-augmented generation static syntax verification
Online Erişim:	https://www.mdpi.com/1424-8220/26/11/3602
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