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Journal Articles

Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

Accepted Manuscript
John Michopoulos, Anindya Bhaduri, Francisco Chinesta, Elias Cueto, Dehao Liu, Sandipp Krishnan Ravi, Jian-Xun Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1524
https://doi.org/10.1115/1.4066791
Published Online: October 4, 2024
... Email: sandippkrishnan.ravi@ge.com Email: jwang33@nd.edu 30 09 2024 01 10 2024 01 10 2024 04 10 2024 Advanced Computing Infrastructure Artificial Intelligence Big Data and Analytics Computational Synthesis Computer Aided Engineering Computer Aided Manufacturing...
View Article titled, Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems
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Topics: Machine learning, Manufacturing, Artificial intelligence, Computer-aided engineering, Computer-aided manufacturing, Engineering systems and industry applications
Journal Articles

An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks

Yaguan Li, Handing Xu, Yanjie Xu, Qingxue Huang, Xin-Jun Liu, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011009.
Paper No: JCISE-23-1107
https://doi.org/10.1115/1.4063891
Published Online: November 21, 2023
... to improve the accuracy of robot poses. The current research mainly focuses on completing the calibration by modeling the error source of the robot and compensating it in the control system. big data and analytics computer-aided design data-driven engineering machine learning for engineering...
View Article titled, An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks
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Topics: Artificial neural networks, Calibration, Errors, Kinematics, Machinery, Robots, Error compensation
Journal Articles

A Tacholess Order Tracking Method Based on the STFTSC Algorithm for Rotor Unbalance Fault Diagnosis Under Variable-Speed Conditions

Binyun Wu, Liang Hou, Shaojie Wang, Xiaozhen Lian
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021009.
Paper No: JCISE-23-1086
https://doi.org/10.1115/1.4063401
Published Online: October 10, 2023
... Email: 1483560686@qq.com 18 02 2023 06 09 2023 06 09 2023 10 10 2023 variable-speed conditions rotor balancing fault diagnosis STFTSC algorithm tacholess order tracking big data and analytics computational foundations for engineering optimization computational...
View Article titled, A Tacholess Order Tracking Method Based on the STFTSC Algorithm for Rotor Unbalance Fault Diagnosis Under Variable-Speed Conditions
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Topics: Algorithms, Fault diagnosis, Rotors, Signals, Simulation
Journal Articles

Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition

Hao Chen, Hongbin Lin, Qingfeng Xu, Yaguan Li, Yiming Zheng, Jianghua Fei, Kang Yang, Wenhui Fan, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011006.
Paper No: JCISE-23-1026
https://doi.org/10.1115/1.4063102
Published Online: September 14, 2023
... monitoring in the manufacturing process of strip steel. Email: yangkang@baosight.com Email: fanwenhui@tsinghua.edu.cn 1 Corresponding author. Email: zhenguonie@tsinghua.edu.cn 15 01 2023 21 07 2023 21 07 2023 14 09 2023 artificial intelligence big data...
View Article titled, Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition
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Topics: Flaw detection, Manufacturing, Steel, Strips, Galvanized steel, Design, Feature extraction, Inspection
Journal Articles

An Online Quality Detection Method With Ensemble Learning on Imbalance Data for Wave Soldering

Hanpeng Gao, Yu Guo, Shaohua Huang, Jian Xie, Daoyuan Liu, Tao Wu, Xu Tian
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021006.
Paper No: JCISE-23-1187
https://doi.org/10.1115/1.4063068
Published Online: August 14, 2023
... of pseudo RTC 0.9071 RTF 0.9286 AdaBoost-RTC 0.9429 AdaBoost-RTF 0.9500 AdaBoost RegNet transfer learning quality detection artificial intelligence big data and analytics machine learning for engineering applications Wave soldering is widely used in the production...
View Article titled, An Online Quality Detection Method With Ensemble Learning on Imbalance Data for Wave Soldering
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Topics: Wave soldering, Flaw detection, Experimental analysis
Journal Articles

Unsupervised Domain Deep Transfer Learning Approach for Rolling Bearing Remaining Useful Life Estimation

Maan Singh Rathore, S. P. Harsha
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021002.
Paper No: JCISE-22-1239
https://doi.org/10.1115/1.4062731
Published Online: July 13, 2023
... monitoring attention mechanism maximum mean discrepancy unsupervised domain adaptation big data and analytics data-driven engineering machine learning for engineering applications multiscale modeling and simulation 17 07 2022 02 06 2023 02 06 2023 13 07 2023 1...
View Article titled, Unsupervised Domain Deep Transfer Learning Approach for Rolling Bearing Remaining Useful Life Estimation
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Topics: Bearings, Service life (Equipment), Errors, Rolling bearings
Journal Articles

What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files

Peter Meltzer, Joseph G. Lambourne, Daniele Grandi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011002.
Paper No: JCISE-23-1017
https://doi.org/10.1115/1.4062454
Published Online: June 23, 2023
.... Autodesk 10.13039/100004675 N/A artificial intelligence big data and analytics computer aided design data driven engineering machine learning for engineering applications 12 01 2023 28 04 2023 28 04 2023 23 06 2023 Email: joseph.lambourne@autodesk.com 1...
View Article titled, What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files
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Topics: Computer-aided design, Manufacturing, Semantics, String, Design
Journal Articles

Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds

Bingkun Yuan, Junnan Ye, Xinying Wu, Chaoxiang Yang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051014.
Paper No: JCISE-22-1383
https://doi.org/10.1115/1.4062350
Published Online: May 9, 2023
...@mail.ecust.edu.cn 1 Corresponding author. Email: ycx@ecust.edu.cn 16 12 2022 13 04 2023 14 04 2023 09 05 2023 medical nursing bed latent Dirichlet allocation support vector regression Kansei engineering design method big data and analytics computer-aided design...
View Article titled, Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds
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Topics: Biomedicine, Design, Support vector machines, Set theory, Surface roughness
Journal Articles

A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods

Kimia Zandbiglari, Farhad Ameri, Mohammad Javadi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051011.
Paper No: JCISE-22-1254
https://doi.org/10.1115/1.4062173
Published Online: April 12, 2023
... SKOS thesaurus semantic similarity artificial intelligence big data and analytics engineering informatics knowledge engineering machine learning for engineering applications 26 07 2022 08 03 2023 10 03 2023 12 04 2023 Email: mjavadi@uh.edu 1 Corresponding author...
View Article titled, A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods
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Topics: Machining, Manufacturing, Semantics, Text analytics
Journal Articles

Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace

Zhengyuan Feng, Xiaoliang Hu, Zengguo Tian, Baozhu Jiang, Hongshuai Zhang, Wanli Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041010.
Paper No: JCISE-22-1113
https://doi.org/10.1115/1.4056138
Published Online: January 17, 2023
... intelligence big data and analytics data-driven engineering machine learning for engineering applications process modeling for engineering applications With the development of various industries in the world, single crystal materials are widely used in semiconductors, military, medical, and many...
View Article titled, Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace
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Topics: Artificial neural networks, Crystals, Furnaces, Time series, Modeling
Journal Articles

Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments

Chuanhui Hu, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041007.
Paper No: JCISE-22-1192
https://doi.org/10.1115/1.4056064
Published Online: January 9, 2023
... on the mariner's experience and judgment. Oftentimes, human errors are the main cause of ship collisions [ 2 ]. autonomous ship path planning probabilistic roadmap dynamic environment risk assessment artificial intelligence big data and analytics data-driven engineering process modeling...
View Article titled, Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments
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Topics: Algorithms, Risk, Ships, Path planning
Journal Articles

Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism

Hao Chen, Zhenguo Nie, Qingfeng Xu, Jianghua Fei, Kang Yang, Yaguan Li, Hongbin Lin, Wenhui Fan, Xin-Jun Liu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041001.
Paper No: JCISE-22-1207
https://doi.org/10.1115/1.4055672
Published Online: December 27, 2022
.... The defect detection system using computer vision has become the mainstream detection method in the steel industry due to its high reliability and practicability. National Natural Science Foundation of China 10.13039/501100001809 52175237 artificial intelligence big data and analytics...
View Article titled, Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism
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Topics: Flaw detection, Galvanized steel, Steel, Strips
Journal Articles

My Facts Are not Your Facts: Data Wrangling as a Socially Negotiated Process, A Case Study in a Multisite Manufacturing Company

Claudia Eckert, Ola Isaksson, Malin Hane-Hagström, Calandra Eckert
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060906.
Paper No: JCISE-22-1139
https://doi.org/10.1115/1.4055953
Published Online: October 28, 2022
... . 15 04 2022 07 10 2022 07 10 2022 28 10 2022 big data and analytics human-computer interfaces/interactions information management manufacturing planning Chalmers tekniska högskola 10.13039/501100002835 Chalmers Jubilee Foundation Digitalization...
View Article titled, My Facts Are not Your Facts: Data Wrangling as a Socially Negotiated Process, A Case Study in a Multisite Manufacturing Company
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Topics: Manufacturing, Teams
Journal Articles

Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing

Byeong-Min Roh, Soundar R. T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Albert T. Jones, Yan Lu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060905.
Paper No: JCISE-22-1143
https://doi.org/10.1115/1.4055853
Published Online: October 27, 2022
.... Government's contributions. 15 04 2022 27 09 2022 27 09 2022 27 10 2022 artificial intelligence big data and analytics computational foundations for additive manufacturing cyber manufacturing data-driven engineering engineering informatics knowledge engineering process...
View Article titled, Ontology Network-Based In-Situ Sensor Selection for Quality Management in Metal Additive Manufacturing
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Topics: Ontologies, Sensors
Journal Articles

Patent Data for Engineering Design: A Critical Review and Future Directions

Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060902.
Paper No: JCISE-22-1031
https://doi.org/10.1115/1.4054802
Published Online: October 10, 2022
...: serhad_sarica@alumni.sutd.edu.sg Email: binyangs@mit.edu Email: hujie@sjtu.edu.cn Email: luo@sutd.edu.sg 19 01 2022 08 06 2022 10 06 2022 10 10 2022 patent engineering design data-driven design artificial intelligence data science big data and analytics computer...
View Article titled, Patent Data for Engineering Design: A Critical Review and Future Directions
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Topics: Design, Engineering design, Patents
Journal Articles

Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model

Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011006.
Paper No: JCISE-22-1121
https://doi.org/10.1115/1.4055315
Published Online: September 15, 2022
... in model calibration [ 1 – 3 ]. information fusion Bayesian statistics model calibration uncertainty quantification Bayesian network artificial intelligence big data and analytics data-driven engineering inverse methods for engineering applications machine learning for engineering...
View Article titled, Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model
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Topics: Calibration, Blades
Journal Articles

SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method

Handing Xu, Zhenguo Nie, Qingfeng Xu, Yaguan Li, Fugui Xie, Xin-Jun Liu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 034501.
Paper No: JCISE-21-1402
https://doi.org/10.1115/1.4054687
Published Online: August 8, 2022
... filters is 3 × 3 except filters in C 1 , which is 1 × 1. artificial intelligence big data and analytics computer aided engineering data-driven engineering machine learning for engineering applications In this paper, a DL method for boosting the mesh density in stress field prediction...
View Article titled, SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method
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Topics: Density, Stress, Plane strain, Finite element methods, Resolution (Optics)
Journal Articles

Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals

Shaw C. Feng, Tesfaye Moges, Hyunseop Park, Mostafa Yakout, Albert T. Jones, Hyunwoong Ko, Paul Witherell
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031005.
Paper No: JCISE-21-1403
https://doi.org/10.1115/1.4054933
Published Online: August 8, 2022
... 2022 27 06 2022 08 08 2022 advanced computing infrastructure big data and analytics additive manufacturing software data analytics functional requirements product lifecycle engineering This function analyzes the current Design_Model based on the Design_Requirements [ 46...
View Article titled, Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals
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Topics: Additive manufacturing, Computer software, Design, Lasers, Metals, Modeling, Production planning, Sensors
Journal Articles

Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality

Liping Xie, Chihua Lu, Zhien Liu, Yawei Zhu, Tao Xu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021011.
Paper No: JCISE-21-1163
https://doi.org/10.1115/1.4054489
Published Online: June 7, 2022
... of C omputing and I nformation S cience in E ngineering . 14 05 2021 29 04 2022 02 05 2022 07 06 2022 car sound evaluation powerful sound quality EEG regression model physiological acoustic index big data and analytics human computer interfaces/interactions...
View Article titled, Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality
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Topics: Acoustics, Electroencephalography, Physiology, Sound quality, Signals, Entropy, Evaluation methods
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, Rubén Medina, Diego Cabrera, René Vinicio Sánchez
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021009.
Paper No: JCISE-21-1406
https://doi.org/10.1115/1.4054574
Published Online: June 7, 2022
... and Information Division of ASME for publication in the J ournal of C omputing and I nformation S cience in E ngineering . 29 11 2021 04 05 2022 10 05 2022 07 06 2022 artificial intelligence big data and analytics data-driven engineering engineering informatics machine...
View Article titled, Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks
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Topics: Signals, Vibration, Feature selection, Sensors, Mechanical drives