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Author

Jianlin Qiu

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Open access Oct 2026

Improved YOLOv11 Framework with Channel Attention for High-Precision Identification of Luffa Leaf Diseases

Early accurate identification of luffa crop diseases is essential for timely treatment and high-quality agricultural production. Currently, luffa disease diagnosis relies solely on manual field inspection, which is labor-intensive and error-prone, and lacks assessment uniformity. While deep learning-based diagnostic me...

Yuan Liu, Ming-Hui Liu, Jian-Lin Qiu et al. · 0 citations
Open access Aug 2026

An Adaptive MVMD-Based Stacking Ensemble Framework for Bearing Reliability Assessment and Prediction

Rolling element bearings are critical components in rotating machinery, yet assessing and predicting their reliability under heavy industrial noise remains challenging. Existing methods suffer from three major limitations: (1) single-channel signal processing and single-scale indicators lack robustness against non-stat...

Yifan Yu, Shu-Xi Chen, Li-Ting Lei et al. · 0 citations
Open access Aug 2026

The Analysis of Multi-Scale Collaborative Optimization Scheduling for Electric Vehicle Clusters

A distributed data privacy protection framework tailored for multiscale collaborative optimization of electric vehicle clusters was proposed, which mitigated single-point failures and trust issues commonly found in centralized scheduling systems.

Haiyan Cao, Jianlin Qiu, Xiao-Dan Cai et al. · 0 citations

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