INTEGRATION STRATEGY OF INTELLIGENT DIAGNOSIS FOR COMPLEX MECHANICAL EQUIPMENT

›› 1995, Vol. 31 ›› Issue (6): 78-82，9.

• Article • Previous Articles Next Articles

INTEGRATION STRATEGY OF INTELLIGENT DIAGNOSIS FOR COMPLEX MECHANICAL EQUIPMENT

Jiao Jianxin;Li Zongyao;Zhao Zhenying;Cha Jianzhong

Tianjin University

Published:1995-11-01

Abstract

Abstract: The applications of intelligence engineering to fault diagnosis for complex mechanical equipment is discussed. A new knowledge-based method, called integrated intelligent diagnosis (IID), is proposed to handle the hierarchical diagnostic model for complex mechanical equipment. The architecture and implementation of IID system are discussed in detail, and a prototype of IID system implemented on personal computers is also briefly described.

Key words: Complex mechanical equipment, Fault diagnosis, Integration, Intelligence engineering

Jiao Jianxin;Li Zongyao;Zhao Zhenying;Cha Jianzhong. INTEGRATION STRATEGY OF INTELLIGENT DIAGNOSIS FOR COMPLEX MECHANICAL EQUIPMENT[J]. , 1995, 31(6): 78-82，9.

[1]	DI Zijun, YUAN Dongfeng, LI Dongyang, LIANG Daojun, ZHOU Xiaotian, XIN Miaomiao, CAO Feng, LEI Tengfei. Tool Fault Diagnosis Method Based on Multiscale-efficient Channel Attention Network [J]. Journal of Mechanical Engineering, 2024, 60(6): 82-90.
[2]	YAN Ruqiang, XU Wengang, WANG Zhiying, ZHU Qixiang, ZHOU Zheng, ZHAO Zhibin, SUN Chuang, WANG Shibin, CHEN Xuefeng, ZHANG Junhui, XU Bing. Research Status and Challenges on Fault Diagnosis Methodology for Fuel Control System of Aero-engine [J]. Journal of Mechanical Engineering, 2024, 60(4): 3-31.
[3]	ZHANG Junhui, LIU Shihao, XU Bing, HUANG Weidi, LÜ Fei, HUANG Xiaochen. Research Status and Development Trends on Intelligent Key Technology of the Axial Piston Pump [J]. Journal of Mechanical Engineering, 2024, 60(4): 32-49.
[4]	DING Ruqi, XIONG Wenjie, CHENG Min, XU Bing. Safety Performance Evaluation of the Intelligent Independent-metering Electro-hydraulic Control System [J]. Journal of Mechanical Engineering, 2024, 60(4): 101-112.
[5]	WANG Zhiying, LI Tianfu, XU Wengang, SUN Chuang, ZHANG Junhui, XU Bing, YAN Ruqiang. Denoising Mixed Attention Variational Auto-encoder for Axial Piston Pump Fault Diagnosis [J]. Journal of Mechanical Engineering, 2024, 60(4): 167-177.
[6]	SHAO Haidong, LIN Jian, MIN Zhishan, MING Yuhang. Improved Semi-supervised Prototype Network for Cross-domain Fault Diagnosis of Gearbox under Out-of-distribution Interference Samples [J]. Journal of Mechanical Engineering, 2024, 60(4): 212-221.
[7]	PAN Haiyang, XU Haifeng, ZHENG Jinde, TONG Jinyu, ZHANG Feibin. Mechanical Fault Diagnosis Method Based on Twin Weighted Imbalanced Matrix Classifier [J]. Journal of Mechanical Engineering, 2024, 60(3): 170-180.
[8]	MA Yong, HU Zushuo, WANG Wenqi, CHANG Xingshan, YAN Xinping. Development Status and Prospect of Marine Intelligent Equipment and System [J]. Journal of Mechanical Engineering, 2024, 60(20): 181-192.
[9]	YANG Liangliang, LAI Xiaonan, HE Xiwang, LI Peng, GUO Zhenggang, SONG Xueguan. Real-time Integration of Acceleration for Aircraft Wing Digital Twin [J]. Journal of Mechanical Engineering, 2024, 60(2): 342-355.
[10]	ZHAO Ke, YE Min, WANG Ruixin, LU Hai, LIU Mengmeng, SHAO Haidong. Fuzzy Domain Adaptation Approach for Source-free Domain Rotary Machinery Fault Diagnosis [J]. Journal of Mechanical Engineering, 2024, 60(18): 43-52.
[11]	LI Zhipeng, MA Tianyu, LIU Jinping, XIANG Qingsong, TANG Junjie. Multi-source Domain Adaptation Intelligent Fault Diagnosis Method Based on Asymmetric Adversarial Training [J]. Journal of Mechanical Engineering, 2024, 60(18): 76-88.
[12]	WANG Yukun, YI Cai, WANG Hao, ZHOU Qiuyang, RAN Le, WANG Jingyuan. Adaptive Frequency Band Division Method Guided by PSD and Its Application in Bearing Fault Diagnosis [J]. Journal of Mechanical Engineering, 2024, 60(17): 179-193.
[13]	LIU Yilong, LI Xinyuan, CHEN Yinping, CHENG Wei, CHEN Xuefeng. A Motor Bearing Cage Fault Diagnosis Method Based on Local Maximum of Kurtosis Surface [J]. Journal of Mechanical Engineering, 2024, 60(15): 89-99.
[14]	YU Xiaoluo, YANG Yang, DU Minggang, HE Qingbo, PENG Zhike. Cooperative Detection and Decomposition Approach of Deviation-included Frequency Components for Mechanical Transmission Systems [J]. Journal of Mechanical Engineering, 2024, 60(15): 100-112.
[15]	HUANG Baoyu, ZHANG Yongxiang. Rolling Element Bearing Fault Diagnosis Using a Three-step Scheme [J]. Journal of Mechanical Engineering, 2024, 60(14): 51-68.

INTEGRATION STRATEGY OF INTELLIGENT DIAGNOSIS FOR COMPLEX MECHANICAL EQUIPMENT

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments