Computational Rational Engineering and Development: Synergies and Opportunities

12/27/2021
by   Ramses Sala, et al.
0

Research and development in computer technology and computational methods have resulted in a wide variety of valuable tools for Computer-Aided Engineering (CAE) and Industrial Engineering. However, despite the exponential increase in computational capabilities and Artificial Intelligence (AI) methods, many of the visionary perspectives on cybernetic automation of design, engineering, and development have not been successfully pursued or realized yet. While contemporary research trends and movements such as Industry 4.0 primarily target progress by connected automation in manufacturing and production, the objective of this paper is to survey progress and formulate perspectives targeted on the automation and autonomization of engineering development processes. Based on an interdisciplinary mini-review, this work identifies open challenges, synergies, and research opportunities towards the realization of resource-efficient cooperative engineering and development systems. In order to go beyond conventional human-centered, tool-based CAE approaches and realize Computational Intelligence Driven Development processes, it is suggested to extend the framework of Computational Rationality to challenges in design, engineering and development.

READ FULL TEXT
research
05/10/2023

From Electronic Design Automation to Building Design Automation: Challenges and Opportunities

Design automation, which involves the use of software tools and technolo...
research
01/24/2023

Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara

This survey article provides a synopsis on some of the engineering probl...
research
04/27/2020

Data Engineering for Data Analytics: A Classification of the Issues, and Case Studies

Consider the situation where a data analyst wishes to carry out an analy...
research
05/25/2020

Integrating Deep Learning into CAD/CAE System: Case Study on Road Wheel Design Automation

Research regarding design automation that integrates artificial intellig...
research
03/01/2023

Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

AI-based design tools are proliferating in professional software to assi...
research
03/18/2021

Requirement Engineering Challenges for AI-intense Systems Development

Availability of powerful computation and communication technology as wel...
research
06/07/2022

What is the Metaverse? An Immersive Cyberspace and Open Challenges

The Metaverse refers to a virtual-physical blended space in which multip...

Please sign up or login with your details

Forgot password? Click here to reset