Review of artificial intelligence applications in engineering design perspective

N Yüksel, HR Börklü, HK Sezer, OE Canyurt - Engineering Applications of …, 2023 - Elsevier
Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …

[HTML][HTML] Data-driven engineering design: A systematic review using scientometric approach

D Vlah, A Kastrin, J Povh, N Vukašinović - Advanced Engineering …, 2022 - Elsevier
In the last two decades, data regarding engineering design and product development has
increased rapidly. Big data exploration and mining offer numerous opportunities for …

Evaluating the individual, situational, and technological drivers for creative ideas generation in virtual communities: A systematic literature review

X Zhao, C Wang, J Hong - Frontiers in psychology, 2022 - frontiersin.org
The setting in which people generate ideas and work collaboratively to solve problems is
gradually shifting from traditional face-to-face communities to virtual communities. Virtual …

Distributed representation learning and intelligent retrieval of knowledge concepts for conceptual design

H Yu, W Zhao, Q Zhao - Advanced Engineering Informatics, 2022 - Elsevier
Data-driven conceptual design is rapidly emerging as a powerful approach to generate
novel and meaningful ideas by leveraging external knowledge especially in the early design …

[PDF][PDF] Application of lean six sigma for improve productivity at the mechanical plant. A case study

ML Duc, MN Thu - Manufacturing Technology, 2022 - journalmt.com
This study focuses on performing the analysis of manipulator operations on the machining
line of precision mechanical products using the Human-Machine correlation analysis tool …

Document understanding-based design support: Application of language model for design knowledge extraction

Y Qiu, Y Jin - Journal of Mechanical Design, 2023 - asmedigitalcollection.asme.org
Design knowledge in the vast amount of design reports and documents can be an excellent
resource for designers in their practice. However, capturing such domain-specific …

Exploring robust decisions in the design of coupled engineered systems

G Sharma, JK Allen, F Mistree - Journal of …, 2023 - asmedigitalcollection.asme.org
Engineered systems can be characterized by the inherent uncertainties and interactions in
the system. To effectively design such engineered systems while improving the quality of …

Engineering Document Summarization: A Bidirectional Language Model-Based Approach

Y Qiu, Y Jin - Journal of Computing and Information …, 2022 - asmedigitalcollection.asme.org
In this study, the extractive summarization using sentence embeddings generated by the
finetuned Bidirectional Encoder Representations from Transformers (BERT) models and the …

Social media usage and innovation performance: The case of fashion SMEs in Jordan

AAF Alalawneh, SF Alkhatib… - International Journal of …, 2022 - Taylor & Francis
This study aims to analyze the impact of using leading social media platforms (SMPs) on the
innovation performance of the fashion SMEs in Jordan. A theoretical model has been …

Crowdsourcing engineering design problems: Learning from experiences

CC Obieke, J Milisavljevic-Syed, J Han - Proceedings of the Design …, 2023 - cambridge.org
The availability of digital data in the fourth industrial revolution brings different trends with
new opportunities and challenges for the engineering design community. As an opportunity …