The Role of AI in Developing Sustainable Industrial Design

AI is a Paradigm Shift in Sustainable Industrial Design. The paper in question examines the use of Random Forest to optimize material selection, energy consumption, and material waste across the product lifecycle. With the help of AIpowered simulations and data analysis, designers can better inform their design decisions in line with environmental goals. It also offers a framework for how to successfully integrate AI into the industrial design process as well as a dataset it's based on, and the metrics used in evaluating it. The results indicate significant progress in environmental impact dimensions as well as materials and resource efficiencies reducing usage and costs by 77 %, showcasing the role of AI as a key driver for the circular economy. The paper concludes with some critical remarks regarding challenges as well as future directions for sustainable AI manufacturing.

Authors

Institutions

Publication Details

Published
2025-04-05
DOI
https://doi.org/10.1109/icmi65310.2025.11141242
Primary Topic
BIM and Construction Integration
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Role of AI in Developing Sustainable Industrial Design

M. Hassan, S. M. Hassan
BIM and Construction Integration
article

The Role of AI in Developing Sustainable Industrial Design

M. Hassan, S. M. Hassan
article en

Abstract

AI is a Paradigm Shift in Sustainable Industrial Design. The paper in question examines the use of Random Forest to optimize material selection, energy consumption, and material waste across the product lifecycle. With the help of AIpowered simulations and data analysis, designers can better inform their design decisions in line with environmental goals. It also offers a framework for how to successfully integrate AI into the industrial design process as well as a dataset it's based on, and the metrics used in evaluating it. The results indicate significant progress in environmental impact dimensions as well as materials and resource efficiencies reducing usage and costs by 77 %, showcasing the role of AI as a key driver for the circular economy. The paper concludes with some critical remarks regarding challenges as well as future directions for sustainable AI manufacturing.

Middle Technical University (IQ)
Openalex Percentile: Top 74%
BIM and Construction Integration
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Role of AI in Developing Sustainable Industrial Design — M. Hassan, S. M. Hassan · (2025) | TGRS Research Map | TGRS