Proceedings of IncoME-V & CEPE Net-2020 - Mechanisms and Machine Science
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Published By Springer International Publishing

9783030757922, 9783030757939
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A Modified Activation Function for Deep Convolutional Neural Network and Its Application to Condition Monitoring

2021 ◽  
pp. 895-909
Author(s):  
Ibrahim Alqatawneh ◽  
Khalid Rabeyee ◽  
Chao Zhang ◽  
Guojin Feng ◽  
Fengshou Gu ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Condition Monitoring ◽  
Activation Function ◽  
Deep Convolutional Neural Network

Equipment Health Condition Recognition and Prediction Based on CNN-LSTM Deep Learning

2021 ◽  
pp. 830-842
Author(s):  
Hongjun Wang ◽  
Shenghua Fu ◽  
Baoying Peng ◽  
Nan Wang ◽  
Hongli Gao
Keyword(s):  
Deep Learning ◽  
Health Condition ◽  
Condition Recognition

Investigating into Minimum Detectable Displacement Signal in Image-Based Vibration Measurement

2021 ◽  
pp. 882-894
Author(s):  
Miaoshuo Li ◽  
Guojin Feng ◽  
Fengshou Gu ◽  
Andrew Ball
Keyword(s):  
Vibration Measurement ◽  
Displacement Signal

A Hybrid Framework for a Reliability Improvement of a Rolling Stock Door Subsystem

2021 ◽  
pp. 100-107
Author(s):  
Frederick Appoh ◽  
Akilu Yunusa-Kaltungo ◽  
Jyoti Kumar Sinha ◽  
Moray Kidd
Keyword(s):  
Rolling Stock ◽  
Reliability Improvement ◽  
Hybrid Framework

Current Analysis Using a Modulation Signal Bispectrum for Machining Status Monitoring

2021 ◽  
pp. 254-264
Author(s):  
Zhexiang Zou ◽  
Shiqing Huang ◽  
Xinfeng Zou ◽  
Yubin Lin ◽  
Fengshou Gou ◽  
...  
Keyword(s):  
Current Analysis ◽  
Status Monitoring ◽  
Modulation Signal

Research on the Method of Improving the Balance Rate of Multi Work Element Production Line Based on 0–1 Integer Programming

2021 ◽  
pp. 567-575
Author(s):  
Jidong Guo ◽  
Rongfeng Deng ◽  
Xinzai Deng ◽  
Ruyu Zhang ◽  
Simin Chen ◽  
...  
Keyword(s):  
Integer Programming ◽  
Production Line

Modelling the Effect of Surface Roughness on Pressure Profiles in Hydrodynamic Journal Bearings

2021 ◽  
pp. 636-643
Author(s):  
Jiaojiao Ma ◽  
Hao Zhang ◽  
Zhanqun Shi ◽  
Fulong Liu ◽  
Fengshou Gu ◽  
...  
Keyword(s):  
Surface Roughness ◽  
Journal Bearings ◽  
Pressure Profiles ◽  
Effect Of Surface

Stability and Frequency Analysis for Inertia Asymmetry Rotor Based on Hill Method

2021 ◽  
pp. 773-783
Author(s):  
Di Liu ◽  
Chao Li ◽  
YanHong Ma ◽  
Jie Hong
Keyword(s):  
Frequency Analysis
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