Pengfei Liang

机构：Yanshan University · ORCID：0000-0003-1938-895X

发表论文 88 篇 · 总被引 3205 次 · h-index 30

代表论文

• Few-shot fault diagnosis of axial piston pump based on prior knowledge-embedded meta learning vision transformer under variable operating conditions (2025 · Expert Systems with Applications · 被引 48)
• WCFormer: An interpretable deep learning framework for heart sound signal analysis and automated diagnosis of cardiovascular diseases (2025 · Expert Systems with Applications · 被引 30)
• Enhancing robustness of cross-machine fault diagnosis via an improved domain adversarial neural network and self-adversarial training (2025 · Measurement · 被引 26)
• Graph optimization algorithm enhanced by dual-scale spectral features with contrastive learning for robust bearing fault diagnosis (2025 · Knowledge-Based Systems · 被引 20)
• A local and global multi-head relation self-attention network for fault diagnosis of rotating machinery under noisy environments (2025 · Applied Soft Computing · 被引 18)
• An improved lightweight residual network model deployed on the edge device for the unsupervised cross-domain fault diagnosis (2025 · Expert Systems with Applications · 被引 11)