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...: damien.lim@michelin.com Email: robert.radulescu@michelin.com 1 Corresponding author. Email: weichen@northwestern.edu advanced computing infrastructure transformer based forecasting artificial intelligence big data and analytics data-driven engineering engineering informatics machine...

View Articletitled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Topics: Tires, Digital twin, Maintenance

Journal Articles

Deep Learning-Based Residual Useful Lifetime Prediction for Assets With Uncertain Failure Modes

Yuqi Su, Xiaolei Fang

Publisher: ASME

J. Comput. Inf. Sci. Eng. April 2025, 25(4): 041002.

Paper No: JCISE-24-1255

https://doi.org/10.1115/1.4067843

Published Online: February 24, 2025

... of things multiple failure modes mixture (log)-location-scale distribution big data and analytics machine learning for engineering applications National Science Foundation 10.13039/100000001 CMMI-2421921 Degradation is a gradual and irreversible process of damage accumulation...

View Articletitled, Deep Learning-Based Residual Useful Lifetime Prediction for Assets With Uncertain Failure Modes

Topics: Deep learning, Failure mechanisms, Signals, Failure, Engineering systems and industry applications, Service life (Equipment), Weibull distribution

Journal Articles

Adaptive Thermal History De-Identification for Privacy-Preserving Data Sharing of Directed Energy Deposition Processes

Mahathir Mohammad Bappy, Durant Fullington, Linkan Bian, Wenmeng Tian

Publisher: ASME

J. Comput. Inf. Sci. Eng. March 2025, 25(3): 031006.

Paper No: JCISE-23-1270

https://doi.org/10.1115/1.4067210

Published Online: January 29, 2025

...-identification intellectual property process-defect modeling privacy-preserving data sharing big data and analytics computational foundations for additive manufacturing cyber physical security for factories cybermanufacturing industrial Internet of things machine learning for engineering applications...

View Articletitled, Adaptive Thermal History De-Identification for Privacy-Preserving Data Sharing of Directed Energy Deposition Processes

Topics: Additive manufacturing, Algorithms, Data privacy, Design, Intellectual property, Modeling, Printing, Trajectories (Physics), Machine learning, Security

Journal Articles

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Yunqing Li, Hyunwoong Ko, Farhad Ameri

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021010.

Paper No: JCISE-24-1217

https://doi.org/10.1115/1.4067389

Published Online: January 10, 2025

...@asu.edu Email: Farhad.Ameri@asu.edu 23 04 2024 03 12 2024 08 12 2024 10 01 2025 artificial intelligence big data and analytics cybermanufacturing data-driven engineering knowledge engineering machine learning for engineering applications manufacturing automation...

View Articletitled, Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Topics: Construction, Large language models, Manufacturing, Ontologies, Retrieval-augmented generation, Supply chains

Journal Articles

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Haoyang Xie, Dylan Hoskins, Kyle Rowe, Feng Ju

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021011.

Paper No: JCISE-24-1235

https://doi.org/10.1115/1.4067469

Published Online: January 10, 2025

... 10.13039/100000147 1922739 large format additive manufacturing transformer architecture layer time optimization printing strategy artificial intelligence big data and analytics computational foundations for additive manufacturing Copyright © 2025 by ASME 2025 American Society...

View Articletitled, Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Topics: Additive manufacturing, Optimization, Printing, Temperature, Temperature profiles, Design

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

Publisher: ASME

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

...@mails.tsinghua.edu.cn 1 Corresponding author. Email: tyuthqx@163.com 1 Corresponding author. Email: xinjunliu@mail.tsinghua.edu.cn 1 Corresponding author. Email: zhenguonie@tsinghua.edu.cn 28 02 2023 09 10 2023 12 10 2023 21 11 2023 big data and analytics computer...

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

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

Publisher: ASME

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

... STFTSC algorithm tacholess order tracking big data and analytics computational foundations for engineering optimization computational metrology computer-aided engineering 18 02 2023 06 09 2023 06 09 2023 10 10 2023 Email: 1483560686@qq.com 1 Corresponding author...

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

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

Publisher: ASME

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

... visual inspection. National Natural Science Foundation of China 10.13039/501100001809 52175237 artificial intelligence big data and analytics cybermanufacturing data-driven engineering 15 01 2023 21 07 2023 21 07 2023 14 09 2023 1 Corresponding...

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

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

Publisher: ASME

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

... 27 07 2023 14 08 2023 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 process of non-portable electronic products as one...

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

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

Publisher: ASME

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

... learning models to accurately predict bearing RUL. remaining useful life bidirectional long short-term memory condition monitoring attention mechanism maximum mean discrepancy unsupervised domain adaptation big data and analytics data-driven engineering machine learning for engineering...

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

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

Publisher: ASME

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

... they play in an assembly. Additionally, by grouping the text associated with the parts in an assembly together, there is the potential for whole-part relationships to be recovered. Autodesk 10.13039/100004675 N/A artificial intelligence big data and analytics computer aided design...

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

Topics: Design, Engineering design, Patents

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The Future of Digital Twin Research and Development

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Deep Learning-Based Residual Useful Lifetime Prediction for Assets With Uncertain Failure Modes

Adaptive Thermal History De-Identification for Privacy-Preserving Data Sharing of Directed Energy Deposition Processes

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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