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Issues
April 2020
ISSN 1530-9827
EISSN 1944-7078
In this Issue
Special Issue: Machine Learning Applications in Manufacturing Part I
Guest Editorial
Special Issue: Machine Learning Applications in Manufacturing
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 020301.
doi: https://doi.org/10.1115/1.4046427
Topics:
Machine learning
,
Manufacturing
,
Artificial neural networks
Research Papers
Ferrograph Analysis With Improved Particle Segmentation and Classification Methods
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021001.
doi: https://doi.org/10.1115/1.4045291
Topics:
Particulate matter
,
Wear
,
Image segmentation
,
Fatigue
Data-Driven Predictive Modeling of Tensile Behavior of Parts Fabricated by Cooperative 3D Printing
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021002.
doi: https://doi.org/10.1115/1.4045290
Topics:
Additive manufacturing
,
Tensile strength
,
Modeling
,
Shells
,
Mechanical properties
Thermal Error Modeling of Feed Axis in Machine Tools Using Particle Swarm Optimization-Based Generalized Regression Neural Network
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021003.
doi: https://doi.org/10.1115/1.4045292
Dilated Convolution Neural Network for Remaining Useful Life Prediction
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021004.
doi: https://doi.org/10.1115/1.4045293
A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021005.
doi: https://doi.org/10.1115/1.4045294
An Integrated Target Acquisition Approach and Graphical User Interface Tool for Parallel Manipulator Assembly
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021006.
doi: https://doi.org/10.1115/1.4045411
Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.
doi: https://doi.org/10.1115/1.4045445
Topics:
Artificial neural networks
,
Bearings
,
Failure
,
Signals
,
Vibration
,
Simulation
,
Machine learning
A Simulation Data-Driven Design Approach for Rapid Product Optimization
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021008.
doi: https://doi.org/10.1115/1.4045527
Topics:
Algorithms
,
Design
,
Optimization
,
Simulation
,
Data mining
,
Optimization algorithms
,
Weight (Mass)
An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021009.
doi: https://doi.org/10.1115/1.4045663
Topics:
Flaw detection
,
Machine learning
,
Machinery
,
Maintenance
,
Printing
,
Sensors
,
Time series
,
Algorithms
,
Engineers
,
Manufacturing
Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021010.
doi: https://doi.org/10.1115/1.4045719
Automated Classification of Manufacturing Process Capability Utilizing Part Shape, Material, and Quality Attributes
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021011.
doi: https://doi.org/10.1115/1.4045410
Topics:
Manufacturing
,
Shapes
,
Design
NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021012.
doi: https://doi.org/10.1115/1.4045491
Topics:
Artificial neural networks
,
Service life (Equipment)
,
NASA
,
Robustness
,
Architecture
,
Noise (Sound)
Email alerts
RSS Feeds
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint
J. Comput. Inf. Sci. Eng (December 2023)
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance
J. Comput. Inf. Sci. Eng (December 2023)
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design
J. Comput. Inf. Sci. Eng (December 2023)
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling
J. Comput. Inf. Sci. Eng (December 2023)
Information Embedding for Secure Manufacturing: Challenges and Research Opportunities
J. Comput. Inf. Sci. Eng
