CMMNO2021 has been successfully held in China!
The 7th International Conference On Condition Monitoring of Machinery In Non-Stationary Operations has been held online video successfully on June 11-12, 2021!
The conference was hosted by Guangzhou University, Tsinghua University, Guangdong Association for the Promotion of Measurement and Control Technology and Equipment Application, International Federation for the Promotion of Mechanics and Federation for the Advancement of Mechanical Science, Guangdong Mechanical Engineering Society, Key Laboratory of Tools and Equipment of the Ministry of Education, East China Jiaotong University Co-organized by AEIC (Academic Exchange Center).
It is one of a series of conferences sponsored and organized by International Federation for the Promotion of Mechanism and Machine Science, IFToMM.
Conference Opening Ceremony

Conference Chairman Prof. Fulei Chu
School of Tsinghua University

Opening Speech: Prof. Tao Zou
School of Mechanical and Electrical Engineering, Guangzhou University, China
The conference invited experts and scholars from Canada, Switzerland, Poland, South Africa, Chile, Belgium, Tunisia and other countries.It was organized 12 keynote presentations and 10 oral presentations. A number of academic elites gave wonderful keynote speeches, and at the end of the conference, 5 excellent presentation winners were selected among the global oral presentations and awarded online!

Prof. Mingjian Zuo
Canadian academician, University of Alberta, Canada
Report Topics: Machine Learning and its Applications in Prognosis and Health Management

Prof. Stephan Heyns with his team, Prof. Nico Wilke, Dr. Stephan Schmidt
University of Pretoria, South Africa
Report Topics: Useful concepts in the enhancement of vibration monitoring under noisynon-stationary conditions

Prof. Radoslaw Zimroz, Prof. Agnieszka Wyłomaska
Wroclaw University of Science and Technology, Poland
Report Topics: Signal processing techniques for local damage detection in gears and bearings In presence of non-Gaussian noise-a stochastic perspective

Prof. Academician Luc Thévenaz
IEEE Fellow, École Polytechnique Fédérale de Lausanne(EPFL), Switzerland
Report Topics: Distributed optical fibre sensing-a powerful tool for structural monitoring and For a safer society

Prof. Ruqiang Yan
Xi'an Jiaotong University, China
Report Topics: Machine Doctor in the Era of Artificial Intelligence

Prof. Qingbo He
Shanghai Jiaotong University, China
Report Topics: Parameterized Time-Frequency Analysis: Methods and Applications

Prof. Yinquan Yu
East China Jiaotong University/ Director, China Institute of Intelligent Manufacturing and Precision Machining
Report Topics: Application of Micro-Nano Vibration and Multi-information Fusion in Intelligent Manufacturing Closed Loop

Prof. Hailong Hu
Central South University, China
Report Topics: Research progress of flexible organic-inorganic nanocomposites for Piezoresistive strain sensors

Prof. Marcelo A. Soto
Polytechnic University of Santa Maria (Chile), Guangzhou University (China)
Report Topics: Optical fibre sensing for monitoring fibre-reinforced composite structures

Prof. Feng Zhipeng
University of Science and Technology Beijing
Report Topics: Electromechanical Signal Models and Signature Analysis for Planetary Gear System Fault Diagnosis

Prof. Peng Chaoyi
Professorate Senior Engineer, Chief Technical Expert of CRRC
Report Topics: Typical Anti-icing Approaches for large wind turbine blades with potential need of advanced sensor technology

ASSOC. Prof. Yongbo Li
Northwestern Polytechnic University
Report Topics: The Entropy based condition monitoring of rotating machines
The meeting photos

Corporate presentations
Academic research cannot be done without the support of instruments and equipment. In this conference, a number of well-known companies in the industry made product and technology cloud demonstrations, and they made product and experience sharing respectively, providing more opportunities to choose and understand the details of the products.
YANGZHOU JING MING TECHNOLOGY CO.,LTD.
BEIJING TONGWEI TECHNOLOGY CO.,LTD.
GTL Technology & Service Co., Ltd.
Shenzhen Wisdom Light Sensing Technology Co.Ltd.
Beijing Fangkong Automation Technology Co., Ltd.
Shanghai Penghe Edge Intelligence Technology Co., Ltd.

Conference Closing Ceremony

Conference Chairman Prof. Pingyu Zhu
School of Guangzhou University

Conference Chairman Prof. Chunliang Zhang
School of Guangzhou University
The conference attracted nearly 250 experts, scholars and researchers from different countries to participate in the exchange and discussion, and finally achieved. The conference was a great success. Through the deep integration and communication between industry, academia and research, the conference has driven the cooperation and development between research and industry.
Oral Report
1. Qingwen Deng(邓清文), School of Mechanical and Electrical Engineering, Guangzhou University
Title: Optimization of trajectory planning based on loading robot
2. Zhe Yang(杨喆), Dongguan University of Technology
Title: Machinery Fault Detection Using Autoencoder and Online Sequential Extreme Learning Machine
3. Haoyu Zhang(张浩钰) , Guangzhou University
Title: Warpage Measurements of Metal Plate Based on Machine Vision
4.Yanfei Zhou(周燕飞) , Shanghai University
Title: Vibration Characteristics of Defected Sun Gear Bearing in Planetary Gearbox
5. Zhijin Zhang (张执锦), Northeastern University
Title: Deep Residual Shrinkage Networks with Self-Adaptive Slope Thresholding for Fault Diagnosis
6. Dengshan Li (李登珊), School of Mechatronics and Automation, Huaqiao University
Title: A Hybrid Multivariate Calibration Optimization Method for Visible Near Infrared Spectral Analysis
7. Zhaoning Sun(孙赵宁), School of Mechanical Engineering and Automation, Northeastern University
Title: The finite element analysis of elastic-plastic contact of single asperity with different materials
8. Ke Fu(付柯), Northeastern University
Title: A novel approach of welding condition monitoring based on pressure signal similarity comparison
9. Jialing Zhang(张嘉玲), Xi' an University of Technology
Title: A New Feature Extraction for Rolling Bearing Using Sparse Representation Based on Improved K-singular Value Decomposition and VMD
10. Mahsa Yazdanianasr, KU Leuven Dynamics of Mechanical and Mechatronic Systems, Flanders Make
Title: Evaluation of the Improved Envelope Spectrum via Feature Optimization-gram (IESFO gram) for bearing diagnostics under low rotating speeds