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Journals
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Journal of Intelligent Manufacturing
›
top-articles
Journal of Intelligent Manufacturing
9.7
(top 2%)
impact factor
2.7K
(top 10%)
papers
72.7K
(top 5%)
citations
103
(top 5%)
h
-index
10.3
(top 2%)
impact factor
3.1K
all documents
78.5K
doc citations
155
(top 5%)
g
-index
Top Articles
#
Title
Journal
Year
Citations
1
Literature review of Industry 4.0 and related technologies
Journal of Intelligent Manufacturing
2020
1,095
2
Reconfigurable manufacturing systems: Key to future manufacturing
Journal of Intelligent Manufacturing
2000
726
3
Product family design and platform-based product development: a state-of-the-art review
Journal of Intelligent Manufacturing
2007
651
4
Collaborative networks: a new scientific discipline
Journal of Intelligent Manufacturing
2005
580
5
Artificial bee colony algorithm for large-scale problems and engineering design optimization
Journal of Intelligent Manufacturing
2012
443
6
Segmentation-based deep-learning approach for surface-defect detection
Journal of Intelligent Manufacturing
2020
432
7
Data mining in manufacturing: a review based on the kind of knowledge
Journal of Intelligent Manufacturing
2009
393
8
A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
Journal of Intelligent Manufacturing
2020
346
9
Review of job shop scheduling research and its new perspectives under Industry 4.0
Journal of Intelligent Manufacturing
2019
326
10
Decision making in equipment selection: an integrated approach with AHP and PROMETHEE
Journal of Intelligent Manufacturing
2008
322
11
(null)
Journal of Intelligent Manufacturing
2002
320
12
The training of neural networks to model manufacturing processes
Journal of Intelligent Manufacturing
2005
304
13
A Fuzzy AHP Approach to Evaluating Machine Tool Alternatives
Journal of Intelligent Manufacturing
2006
300
14
Health assessment and life prediction of cutting tools based on support vector regression
Journal of Intelligent Manufacturing
2015
300
15
An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring
Journal of Intelligent Manufacturing
2012
278
16
Mathematical modeling and heuristic approaches to flexible job shop scheduling problems
Journal of Intelligent Manufacturing
2007
277
17
Trends and perspectives in flexible and reconfigurable manufacturing systems
Journal of Intelligent Manufacturing
2002
265
18
An effective and distributed particle swarm optimization algorithm for flexible job-shop scheduling problem
Journal of Intelligent Manufacturing
2018
265
19
Advanced manufacturing systems: socialization characteristics and trends
Journal of Intelligent Manufacturing
2017
260
20
A methodology of developing product family architecture for mass customization
Journal of Intelligent Manufacturing
1999
236
21
Using analytic hierarchy process (AHP) to improve human performance: An application of multiple criteria decision making problem
Journal of Intelligent Manufacturing
2004
236
22
Modular and platform methods for product family design: literature analysis
Journal of Intelligent Manufacturing
2005
231
23
Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation
Journal of Intelligent Manufacturing
2020
221
24
Bearing fault diagnosis base on multi-scale CNN and LSTM model
Journal of Intelligent Manufacturing
2021
221
25
Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis
Journal of Intelligent Manufacturing
2014
218
26
Development and Applications of Holonic Manufacturing Systems: A Survey
Journal of Intelligent Manufacturing
2006
217
27
Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction
Journal of Intelligent Manufacturing
2016
217
28
RFID localization algorithms and applications—a review
Journal of Intelligent Manufacturing
2009
212
29
Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network
Journal of Intelligent Manufacturing
2013
196
30
Multi-agent Mediator architecture for distributed manufacturing
Journal of Intelligent Manufacturing
1996
192
31
A review of diagnostic and prognostic capabilities and best practices for manufacturing
Journal of Intelligent Manufacturing
2019
186
32
An approach to monitoring quality in manufacturing using supervised machine learning on product state data
Journal of Intelligent Manufacturing
2014
185
33
Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0
Journal of Intelligent Manufacturing
2020
174
34
Smart manufacturing based on cyber-physical systems and beyond
Journal of Intelligent Manufacturing
2019
173
35
Service-oriented manufacturing: a new product pattern and manufacturing paradigm
Journal of Intelligent Manufacturing
2011
166
36
Fuzzy constraints in job-shop scheduling
Journal of Intelligent Manufacturing
1995
163
37
A comprehensive modeling framework for collaborative networked organizations
Journal of Intelligent Manufacturing
2007
163
38
A modified genetic algorithm for distributed scheduling problems
Journal of Intelligent Manufacturing
2003
162
39
Estimation of cutting forces and surface roughness for hard turning using neural networks
Journal of Intelligent Manufacturing
2008
161
40
A research survey: review of AI solution strategies of job shop scheduling problem
Journal of Intelligent Manufacturing
2015
158
41
Intelligent tracking in manufacturing
Journal of Intelligent Manufacturing
1999
157
42
Multiobjective evolutionary algorithm for manufacturing scheduling problems: state-of-the-art survey
Journal of Intelligent Manufacturing
2014
157
43
Integration of process planning and scheduling— a review
Journal of Intelligent Manufacturing
2000
156
44
Support vector machines models for surface roughness prediction in CNC turning of AISI 304 austenitic stainless steel
Journal of Intelligent Manufacturing
2012
156
45
Expert system-based selection of the preferred direction of build for rapid prototyping processes
Journal of Intelligent Manufacturing
1995
155
46
Scheduling jobs and maintenances in flexible job shop with a hybrid genetic algorithm
Journal of Intelligent Manufacturing
2006
155
47
Automated defect inspection of LED chip using deep convolutional neural network
Journal of Intelligent Manufacturing
2019
154
48
Automatic feature extraction of waveform signals for in-process diagnostic performance improvement
Journal of Intelligent Manufacturing
2001
152
49
A six-layer architecture for the digital twin: a manufacturing case study implementation
Journal of Intelligent Manufacturing
2020
149
50
Evaluating the risk of failure using the fuzzy OWA and DEMATEL method
Journal of Intelligent Manufacturing
2011
148
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