MaintAGT:Sim2Real-Guided Multimodal Large Model for Intelligent Maintenance with Chain-of-Thought Reasoning

no code implementations • 30 Nov 2024 • Hongliang He, Jinfeng Huang, Qi Li, Xu Wang, Feibin Zhang, Kangding Yang, Li Meng, Fulei Chu

In recent years, large language models have made significant advancements in the field of natural language processing, yet there are still inadequacies in specific domain knowledge and applications.

VSLLaVA: a pipeline of large multimodal foundation model for industrial vibration signal analysis

no code implementations • 3 Sep 2024 • Qi Li, Jinfeng Huang, Hongliang He, Xinran Zhang, Feibin Zhang, Zhaoye Qin, Fulei Chu

This paper presents a pipeline named VSLLaVA that leverages a large language model to integrate expert knowledge for identification of signal parameters and diagnosis of faults.

Fault Diagnosis Language Modeling +2