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 …

Multi-agent systems in mechanical engineering: a review

S Plappert, PC Gembarski, R Lachmayer - Agents and Multi-Agent …, 2021 - Springer
In mechanical engineering, robust solutions have to be determined from open and ill-
structured solution spaces. In order to actively support the engineer in this decision-making …

Need for UAI–anatomy of the paradigm of usable artificial intelligence for domain-specific AI applicability

H Wiemer, D Schneider, V Lang, F Conrad… - Multimodal …, 2023 - mdpi.com
Data-driven methods based on artificial intelligence (AI) are powerful yet flexible tools for
gathering knowledge and automating complex tasks in many areas of science and practice …

Making design decisions under uncertainties: probabilistic reasoning and robust product design

PC Gembarski, S Plappert, R Lachmayer - Journal of Intelligent Information …, 2021 - Springer
Making design decisions is characterized by a high degree of uncertainty, especially in the
early phase of the product development process, when little information is known, while the …

On the conception of a multi-agent analysis and optimization tool for mechanical engineering parts

PC Gembarski - Agents and Multi-Agent Systems: Technologies and …, 2020 - Springer
A key tool for mechanical engineering are computer-aided design (CAD) systems for
determining the product shape and specifying the necessary production information. Today's …

Plausibility of CAAD in conceptual design: challenges in architectural engineering for early-stage digital design tools

SB Abdalla, M Rashid, DR Ara - Journal of Architectural Engineering, 2021 - ascelibrary.org
Although the reasons for and against the early use of digital tools in design have been
intensively researched and studied for years, there has been a scarcity of substantial …

Feasibility evaluation of milling designs using multi-agent systems

S Plappert, C Becker, PC Gembarski… - Proceedings of the …, 2022 - cambridge.org
During product development, many decisions have to be made that affect the entire product
life cycle and often lead to errors that cause additional effort. To proactively support the …

Yapay zekâ ve pazarlama ilişkisi

YE Gür - Fırat Üniversitesi Uluslararası İktisadi ve İdari Bilimler …, 2022 - dergipark.org.tr
Günümüzde teknolojide yaşanan devrimsel nitelikteki olağanüstü gelişmeler yaşamın her
alanında köklü değişimlere neden olmaktadır. Nesnelerin interneti, büyük veri analitiği, blok …

Development of a knowledge-based and collaborative engineering design agent

S Plappert, PC Gembarski, R Lachmayer - Procedia Computer Science, 2022 - Elsevier
In order to avoid errors in engineering design that affect the later product life cycle,
especially the manufacturing process, an analysis or evaluation has to be performed at the …

[HTML][HTML] Web application with data centric approach to ship powering prediction using deep learning

J Khairuddin, A Maimun, K Hiekata, CL Siow, A Ali - Software Impacts, 2022 - Elsevier
This work describes an AI-based web application to predict passenger ship powering
requirements. The data centric approach is developed based on the actual passenger ship …