Junjie Huang

Knowledge graph-enhanced large language models toward reliable elevator fault diagnosis

The operational reliability of elevator systems is critical for the safety and efficiency of modern urban infrastructure. While large language models have demonstrated exceptional reasoning capabilities, their application to specialized industrial maintenance tasks is constrained...