研究论文
Continual contrastive reinforcement learning: Towards stronger agent for environment-aware fault diagnosis of aero-engines through long-term optimization under highly imbalance scenarios
Haoze Wu, Shisheng Zhong, Minghang Zhao, Xuyun Fu, Yongjian Zhang, Song Fu
Harbin Institute of Technology
来源Advanced Engineering Informatics
年份2025
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
摘要 · 节选
暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。
逐年被引趋势
530
525
26
关键指标
9
被引次数 · OpenAlex
3.53
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 7%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
37
参考文献
Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。
AI 辅助阅读
依据：文献信息
论文问答
当前基于文献信息回答
可就本文提问；依据不足时会说明。
学术脉络
学科主题
工程Machine Fault Diagnosis Techniques
Fault Detection and Control Systems · Technical Engine Diagnostics and Monitoring
参考文献 37
Jet Engine Gas-Path Measurement Filtering Using Center Weighted Idempotent Median Filters
被引 29Ranjan Ganguli · Journal of Propulsion and Power · 2003
Novel Gas Turbine Fault Diagnosis Method Based on Performance Deviation Model
被引 50Zhen Li, Shisheng Zhong, Lin Lin · Journal of Propulsion and Power · 2016
A model learning strategy adapted to health assessment of multi-component systems
被引 2Zhixue Tan, Shisheng Zhong, Lin Lin · Prognostics and System Health Management Conference · 2017
此处列出前 3 条
引用本文 9
A fault diagnosis data augmentation method integrating multimodal non-Gaussian denoising diffusion generative adversarial network
被引 65Xueyi Li, Xudong Wu, Jun Yu · Advanced Engineering Informatics · 2025
BI-Sandwich: a cross-domain model for fault diagnosis of aircraft engine main shaft bearings
被引 5Kaiyu Su, Xiangwei Kong, Xueyi Li · Structural Health Monitoring · 2026
Propagation and evolution graph method embedded with physical constraints for multi-factor coupled deep fault diagnosis in aero-engines
被引 4Yufeng Huang, Gang Sun, Timon Rabczuk · Energy · 2025
按被引量排序，此处列出前 3 条