The 17th INTERNATIONAL DESIGN CONFERENCE
DESIGN 2022
The 17th INTERNATIONAL DESIGN CONFERENCE - May 23-26, 2022 - Hotel Croatia, Cavtat, CAVTAT - DUBROVNIK, Croatia
Knowledge Base Repository
In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.
Impact of Autonomous Solutions on Electric Earthmoving Design Using Machine Learning: Case Study
Anthony Abdelmassih, Rafic Faddoul, Fadi Geara
Type:
Year:
2022
Editor:
Mario Štorga, Stanko Škec, Tomislav Martinec, Dorian Marjanović
Author:
Series:
DESIGN
Institution:
Ecole Superieur d’Ingenieurs de Beyrouth (ESIB), USJ, Beirut, Lebanon
Section:
Artificial Intelligence and Data-Driven Design
Page(s):
1491-1500
DOI number:
ISSN:
2732-527X (Online)
Abstract:
The increased development in automated driving systems (ADS) has opened up significant opportunities to revolutionize mobility and to set the path for technologies, such as electrification. The proposed methodology is a simulation model backed by a multi-objective optimization algorithm. This research investigates the adoption of future technologies in earthmoving application and explores its implications on the design of future machine concepts in terms of equipment size. The shift from “elephant to ants” in the machine selection, resulted in improved feasibility.
Keywords:
