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Journal Articles

Poincaré plot features and statistical features from current and vibration signals for fault severity classification of helical gear tooth breaks

Mario Peña, Mariela Cerrada, Ruben Medina, Diego Cabrera, Rene V. Sanchez

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1406

DOI: https://doi.org/10.1115/1.4054574

Published Online: May 17, 2022

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Topics: Helical gears, Signals, Vibration, Machinery, Algorithms, Artificial intelligence, Chaos, Electromagnetic induction, Engineering systems and industry applications, Engines

Journal Articles

Sub-second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing using Deep Encoder-Decoder Convolutional Neural Networks

Ardalan R. Sofi, Bahram Ravani

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-22-1035

DOI: https://doi.org/10.1115/1.4054559

Published Online: May 13, 2022

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Topics: Additive manufacturing, Artificial neural networks, Lasers, Physics, Process control systems, Simulation, Artificial intelligence, Computer simulation, Engineering systems and industry applications, Machine learning

Journal Articles

Product Multibody Dynamics Analysis for Low Carbon Footprint

Bin He, Jiachi Wu, Xuanren Zhu, Dong Zhang, Jintao Cao

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1239

DOI: https://doi.org/10.1115/1.4054486

Published Online: May 4, 2022

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Topics: Carbon, Multibody dynamics, Design, Optimization, Cycles, Cranes, Emissions, Manufacturing, Offshore platforms, Stress

Journal Articles

Study of EEG-based Evaluation Method of Car Sound Quality

Liping Xie, Chihua Lu, Zhien Liu, Yawei Zhu, Tao Xu

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1163

DOI: https://doi.org/10.1115/1.4054489

Published Online: May 4, 2022

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Topics: Electroencephalography, Evaluation methods, Sound quality, Entropy, Support vector machines, Acoustics, Engineering systems and industry applications, Machine learning, Optimization, Physiology

Journal Articles

A Two-layer Heterogeneous Ant Colony System with Applications in Part-Picking Planning

Liangang Xie, Xianda Li, Xiangzhi Wei

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1245

DOI: https://doi.org/10.1115/1.4054479

Published Online: May 4, 2022

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Topics: Algorithms, Assembly lines, Disks, Encryption, Genetic algorithms, Machinery, Manufacturing, Optimization, Packaging, Simulated annealing

Journal Articles

A data-driven wheel wear prediction model for rail train based on LM-OMP-NARXNN

Yinqiang Deng, Long Liu, MingYang Li, Man Jiang, Bo Peng, Yue Yang

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1399

DOI: https://doi.org/10.1115/1.4054488

Published Online: May 4, 2022

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Topics: Rails, Trains, Wear, Wheels, Wheelsets, Algorithms, Vehicles, Artificial neural networks, Computer simulation, Engineering systems and industry applications

Journal Articles

Short-term Cross-sectional Time-series Wear Prediction by Deep Learning Approaches

Renaldy Dwi Nugraha, Ke He, Ang Liu, Zhinan Zhang

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-22-1019

DOI: https://doi.org/10.1115/1.4054455

Published Online: April 29, 2022

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Topics: Time series, Wear, Algorithms, Maintenance, Errors, Friction, Lubrication, Particulate matter, Reliability, Tribology

Journal Articles

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models

Guanglu Zhang, Douglas Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-21-1340

DOI: https://doi.org/10.1115/1.4054440

Published Online: April 27, 2022

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Topics: Parameter estimation, Engineering systems and industry applications, Errors, Fittings, Cooling, Genetic algorithms, Machine learning, Optimization

Journal Articles

Toward a New Mathematical Definition of Datums in Standards to Support Advanced Manufacturing

Craig Shakarji, Vijay Srinivasan

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-20-1323

DOI: https://doi.org/10.1115/1.4054304

Published Online: April 11, 2022

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Topics: Manufacturing, Computational geometry, Computational metrology, Computer-aided design, Design, Fittings, Tolerance modeling

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Poincaré plot features and statistical features from current and vibration signals for fault severity classification of helical gear tooth breaks

Sub-second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing using Deep Encoder-Decoder Convolutional Neural Networks

Product Multibody Dynamics Analysis for Low Carbon Footprint

Study of EEG-based Evaluation Method of Car Sound Quality

A Two-layer Heterogeneous Ant Colony System with Applications in Part-Picking Planning

A data-driven wheel wear prediction model for rail train based on LM-OMP-NARXNN

Short-term Cross-sectional Time-series Wear Prediction by Deep Learning Approaches

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models

Toward a New Mathematical Definition of Datums in Standards to Support Advanced Manufacturing

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