Smart product design and production control for effective mass customization in the Industry 4.0 concept

P Zawadzki, K Żywicki - Management and production engineering …, 2016 - journals.pan.pl
Fulfilling individual requirements of clients is becoming a more important factor in
determining the competitiveness of an enterprise [1]. In the near future, companies that strive …

[HTML][HTML] Data-driven value creation in Smart Product-Service System design: State-of-the-art and research directions

RJ Machchhar, CNK Toller, A Bertoni, M Bertoni - Computers in Industry, 2022 - Elsevier
The emergence of IoT has propelled the traditionally known Product-Service System (PSS)
to be characterized by smarter technologies, enabling them to collect and process data from …

Knowledge based engineering: Between AI and CAD. Review of a language based technology to support engineering design

G La Rocca - Advanced engineering informatics, 2012 - Elsevier
Knowledge based engineering (KBE) is a relatively young technology with an enormous
potential for engineering design applications. Unfortunately the amount of dedicated …

Do all roads lead to Rome? A comparison of knowledge-based, data-driven, and physics-based surrogate models for performance-based early design

MZ Esteghamati, MM Flint - Engineering Structures, 2023 - Elsevier
A performance-based early design must assess the life cycle performance of a sizable
design space at low computational cost and limited data. This paper evaluates the relative …

[HTML][HTML] Reinforcement learning for engineering design automation

F Dworschak, S Dietze, M Wittmann, B Schleich… - Advanced Engineering …, 2022 - Elsevier
Reinforcement Learning has proven to be capable of solving complex tasks like playing
video games, robotics control, speech or image recognition and processing. Transferring …

Flexible and robust CAD models for design automation

K Amadori, M Tarkian, J Ölvander, P Krus - Advanced Engineering …, 2012 - Elsevier
This paper explores novel methodologies for enabling Multidisciplinary Design Optimization
(MDO) of complex engineering products. To realize MDO, Knowledge Based Engineering …

The evolution of knowledge-based engineering from a design research perspective: Literature review 2012–2021

P Kuegler, F Dworschak, B Schleich… - Advanced Engineering …, 2023 - Elsevier
Abstract Knowledge-based engineering (KBE) is a research field, which evolved in the
1980s within the context of artificial intelligence (AI), computer aided design (CAD) and …

Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage

MC Chiu, KZ Lin - Advanced Engineering Informatics, 2018 - Elsevier
Purpose The purpose of this research was to develop a case-based method for analyzing
online customer reviews and extracting customer preferences through an integration of text …

A user requirement driven framework for collaborative design knowledge management

Y Wang, S Yu, T Xu - Advanced Engineering Informatics, 2017 - Elsevier
In today's competitive global marketplace and knowledge-based economy, user requirement
becomes an important input information for enterprises to develop new product and a critical …

Industry 4.0 implementation challenges in manufacturing industries: An interpretive structural modelling approach

AR Bakhtari, V Kumar, MM Waris, C Sanin… - Procedia computer …, 2020 - Elsevier
For the last few years, the fourth industrial revolution, known as Industry 4.0, has been a hot
topic among academics. Industry 4.0 literature involves researches presenting studies …