Journal of Manufacturing Systems
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Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Thematic analysis of sustainable ultra-precision machining by using text mining and unsupervised learning method

2022 ◽  
Vol 62 ◽  
pp. 218-233
Author(s):  
Hongting Zhou ◽  
Wai Sze Yip ◽  
Jingzheng Ren ◽  
Suet To
Keyword(s):  
Text Mining ◽  
Unsupervised Learning ◽  
Thematic Analysis ◽  
Precision Machining ◽  
Learning Method ◽  
Ultra Precision

Assessing the impact of automation in pharmaceutical quality control labs using a digital twin

2022 ◽  
Vol 62 ◽  
pp. 270-285
Author(s):  
Tiago Coito ◽  
Miguel S.E. Martins ◽  
Bernardo Firme ◽  
João Figueiredo ◽  
Susana M. Vieira ◽  
...  
Keyword(s):  
Quality Control ◽  
Digital Twin ◽  
Pharmaceutical Quality ◽  
The Impact

Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm

2022 ◽  
Vol 62 ◽  
pp. 145-163
Author(s):  
Shenghan Guo ◽  
Mohit Agarwal ◽  
Clayton Cooper ◽  
Qi Tian ◽  
Robert X. Gao ◽  
...  
Keyword(s):  
Machine Learning ◽  
Additive Manufacturing ◽  
Data Driven ◽  
Metal Additive Manufacturing ◽  
Metal Additive

Comprehensive review on various additive manufacturing techniques and its implementation in electronic devices

2022 ◽  
Vol 62 ◽  
pp. 477-502
Author(s):  
Nidhin Divakaran ◽  
Jyoti Prakash Das ◽  
Ajay Kumar P V ◽  
Smita Mohanty ◽  
Ananthakumar Ramadoss ◽  
...  
Keyword(s):  
Additive Manufacturing ◽  
Electronic Devices ◽  
Comprehensive Review ◽  
Manufacturing Techniques

LMPF: A novel method for bill of standard manufacturing services construction in cloud manufacturing

2022 ◽  
Vol 62 ◽  
pp. 402-416
Author(s):  
Jie Bai ◽  
Shuiliang Fang ◽  
Xun Xu ◽  
Renzhong Tang
Keyword(s):  
Cloud Manufacturing ◽  
Novel Method

Decentral task allocation for industrial AGV-systems with routing constraints

2022 ◽  
Vol 62 ◽  
pp. 135-144
Author(s):  
M. De Ryck ◽  
D. Pissoort ◽  
T. Holvoet ◽  
E. Demeester
Keyword(s):  
Task Allocation ◽  
Agv Systems

A predictive maintenance model for optimizing production schedule using deep neural networks

2022 ◽  
Vol 62 ◽  
pp. 450-462
Author(s):  
Tiago Zonta ◽  
Cristiano André da Costa ◽  
Felipe A. Zeiser ◽  
Gabriel de Oliveira Ramos ◽  
Rafael Kunst ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Predictive Maintenance ◽  
Production Schedule ◽  
Maintenance Model

End to end multi-task learning with attention for multi-objective fault diagnosis under small sample

2022 ◽  
Vol 62 ◽  
pp. 301-316
Author(s):  
Zongliang Xie ◽  
Jinglong Chen ◽  
Yong Feng ◽  
Kaiyu Zhang ◽  
Zitong Zhou
Keyword(s):  
Fault Diagnosis ◽  
Small Sample ◽  
Multi Objective ◽  
Task Learning ◽  
End To End

Disassembly task planning for end-of-life automotive traction batteries based on ontology and partial destructive rules

2022 ◽  
Vol 62 ◽  
pp. 347-366
Author(s):  
Jianping Yu ◽  
Hua Zhang ◽  
Zhigang Jiang ◽  
Wei Yan ◽  
Yan Wang ◽  
...  
Keyword(s):  
End Of Life ◽  
Task Planning

Intelligent STEP-NC-compliant setup planning method

2022 ◽  
Vol 62 ◽  
pp. 62-75
Author(s):  
Yu Zhang ◽  
Xian Yu ◽  
Jian Sun ◽  
Yongsheng Zhang ◽  
Xun Xu ◽  
...  
Keyword(s):  
Planning Method ◽  
Setup Planning
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