Abstract: Rod pumping systems are instrumental in the extraction of oil. Nevertheless, the complex operational environment increases their likelihood of malfunctions, thereby impacting both oil yield ...

Abstract: Recently, Retrieval-Augmented Generation (RAG) driven by Large Language Model (LLM) has gained significant attention. RAG-based systems retrieve information from a large document corpus, ...