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Yaohua Guo

Harbin Institute of Technology

Great Bay University

SCHOLARLY PAPERS

2

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25

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Scholarly Papers (2)

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1.

EdgeCIAD: Resource-Efficient Continual Data Mining for Industrial Anomaly Detection on Constrained Data Streams

Number of pages: 10 Posted: 16 Jun 2026
Yaohua Guo, Guo-ai Xu and Jianping Yin
Harbin Institute of Technology, Harbin Institute of Technology and Dongguan University of Technology
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Applied Machine Learning, Continuous Data Streams, Deployed Systems, Resource-Constrained Mining, Industrial Anomaly Detection

2.

WindCMA：Lightweight LLM-based Multivariate SCADA Forecasting for Offshore Wind Turbine Gearbox

Number of pages: 25 Posted: 20 Jul 2026
Yaohua Guo, Renshen Tan, Xiaowei Zhou, Peiyi Zhu, Khalil AL-Bukhaiti, Anping Wan, Xiaomin Cheng and Xiaosheng Ji
Harbin Institute of Technology, Guangdong Elect Power Design Inst Co Ltd, China Energy Eng Grp, Hangzhou City University, Hangzhou City University, Hangzhou City University, Hangzhou City University, Hangzhou City University and Hangzhou City University
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Lightweight Large Language Model, Time-Series Prediction, Wavelet Packet Transform(WPT), Offshore Wind Turbine, Gearbox