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Yalin Wang

Central South University

Changsha, 410083

China

  • Central South University

SCHOLARLY PAPERS

5

DOWNLOADS

478

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

Text-Augmented Contrastive Evaluation Method: Pioneeringly Achieving Quantitative Assessment for Rag-Enhanced Llm of Industrial Fault Diagnosis

Number of pages: 15 Posted: 20 Feb 2025
Jiamin Xu, Zhiwen Chen, Hao Ren, Zhaohui Jiang, Yalin Wang and Weihua Gui
Central South University, Central South University, Peng Cheng Laboratory, Central South University, Central South University and Central South University
Downloads 160 (467,092)

Abstract:

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large language models, Retrieval-augmented generation, LLM-generated responses evaluation, industrial fault diagnosis

2.

Labeling-Free Rag-Enhanced Llm for Intelligent Fault Diagnosis Via Reinforcement Learning

Number of pages: 11 Posted: 01 Jul 2025
Jiamin Xu, Zixuan Xu, Zhaohui Jiang, Zhiwen Chen, Hao Luo, Yalin Wang and Weihua Gui
Central South University, Central South University, Central South University, Central South University, Harbin Institute of Technology, Central South University and Central South University
Downloads 138 (544,251)

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large language models, Retrieval-augmented Generation, reinforcement learning, Intelligent fault diagnosis

3.

Unsupervised Domain Adversarial Network for Few-Sample Fault Detection in Industrial Processes

Number of pages: 14 Posted: 09 Dec 2023
Kai Wang, Ruiyi Fang, Jing Li, Xiaofeng Yuan, Yalin Wang and Chen Liu
Central South University, Central South University, affiliation not provided to SSRN, Central South University, Central South University and Central South University
Downloads 77 (852,604)

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Domain adversarial training, imbalanced data, stacked autoencoder, fault detection, small sample.

4.

Deep Learning-Based Model Predictive Control with Exponential Weighting Strategy and its Application in Energy Management Systems

Number of pages: 9 Posted: 26 Dec 2023
Dan Cui, Xiaofeng Yuan, Lingjian Ye, Kai Wang, Feifan Shen, Yalin Wang, Chunhua Yang and Weihua Gui
Central South University, Central South University, Huzhou University, Central South University, NingboTech University, Central South University, Central South University and Central South University
Downloads 72 (875,328)
Citation 2

Abstract:

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Energy management systemsModel predictive controlDeep belief networkExponential Weighting strategy

5.

A Competitive Mechanism Driven Optimization Algorithm with Application to Industrial Lens Dust Shield Design

Number of pages: 28 Posted: 21 Oct 2025
Yitian Li, Dong Pan, Zhaohui Jiang, Haoyang Yu, Yalin Wang and Weihua Gui
Central South University, Central South University, Central South University, Central South University, Central South University and Central South University
Downloads 31 (1,318,317)

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Optimization algorithm, Competition mechanism, Engineering design, Lens dust shield design