Affective design using machine learning: a survey and its prospect of conjoining big data

KY Chan, CK Kwong, P Wongthongtham… - … Journal of Computer …, 2020 - Taylor & Francis
Customer satisfaction in purchasing new products is an important issue that needs to be
addressed in today's competitive markets. A product with good affective design excites …

Product modeling design based on genetic algorithm and BP neural network

JX Han, MY Ma, K Wang - Neural Computing and Applications, 2021 - Springer
At present, the rapid development of industrial products still lacks reliable theoretical support
in terms of styling design. In order to provide a set of effective reference basis for designing a …

A product form design method integrating Kansei engineering and diffusion model

C Yang, F Liu, J Ye - Advanced Engineering Informatics, 2023 - Elsevier
The experience economy has shifted consumer demands from the functional to the
emotional, and the emotional demands of the user have become a key design …

Combining rough set theory and support vector regression to the sustainable form design of hybrid electric vehicle

X Kang - Journal of Cleaner Production, 2021 - Elsevier
With the popularity of cleaner production and sustainable concepts, hybrid electric vehicle
(HEV) has become the most popular alternative after fuel vehicles. Hybrid electric …

Product color emotional design based on a convolutional neural network and search neural network

M Ding, Y Cheng, J Zhang, G Du - Color Research & …, 2021 - Wiley Online Library
Due to the growing trend of social manufacturing, product design has focused on meeting
the emotional needs of users. As a product attribute, color plays an important role in meeting …

Exploring relationships between design features and system usability of intelligent car human–machine interface

H Yang, J Zhang, Y Wang, R Jia - Robotics and Autonomous Systems, 2021 - Elsevier
In-vehicle human–machine interface (HMI) mainly refers to the T-shaped panel system with
instruments, centre console, gear lever and other components installed. For intelligent …

Sustainable recognition methods of modeling design features of light and micro vehicle-mounted UAV: based on support vector regression and Kano model

H Yang, Y Huo, R Jia, F Sha, N Hu, L Yu, Y Wang - Sustainability, 2022 - mdpi.com
In the era of Industry 4.0, intelligent algorithms provide an effective way to make design
methods more sustainable through mining people's demands continuously, especially in the …

[PDF][PDF] Status and progress of kansei engineering design method

丁满, 程语, 黄晓光, 赵菱颖 - Journal of Machine Design, 2020 - qikan.cmes.org
The continuous improvement of productivity transformed the key point of industrial design
from function into meeting user emotional requirements. The concept of kansei engineering …

Drivers' visual interaction performance of on-board computer under different heat conditions: Based on ELM and entropy weight

H Yang, Y Zhao, Y Zhao, N Chen - Sustainable Cities and Society, 2022 - Elsevier
In-vehicle thermal environment is important to driving behaviours. The behaviours are
always related to thermal comfort, fatigue and information reading, which are sensitive to the …

[HTML][HTML] Correlation-based feature extraction from computer-aided design, case study on curtain airbags design

MA Rad, K Salomonsson, M Cenanovic, H Balague… - Computers in …, 2022 - Elsevier
Many high-level technical products are associated with changing requirements, drastic
design changes, lack of design information, and uncertainties in input variables which …