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October 2, 2025Journal of Intelligent Systems Theory and Applications2 citationsOpen Access

Enhancing Industrial Product Aesthetics, Ergonomics, and Usability With Artificial Intelligence-Driven Generative Design

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HÖHüseyin Özkal Özsoy

Key Points

  • AI-generated designs improve visual appeal, leading to enhanced user experiences with home appliances.
  • User evaluations highlighted increased comfort and ease of use in products designed through generative methods.
  • The study involved insights from 30 participants, including industrial design and engineering students, providing diverse feedback.
  • While generative design offers innovative solutions, it sometimes prioritizes aesthetics over practical usability, calling for balance.

Abstract

Generative design is an AI-driven process that utilizes algorithms to generate, evaluate, and optimize multiple design solutions based on predefined constraints. This study explores the impact of AI-driven generative design on home appliances' aesthetics, ergonomics, and usability. To achieve this, a mixed-methods approach was adopted, incorporating a literature review, workshop study, and an investigation of user feedback gathered from 30 participants, including industrial design students, engineering students, and users. These participants evaluated AI-generated designs from their perspectives, focusing on visual appeal, comfort, and ease of use. Generative design software was used to investigate alternative design solutions, such as product forms and control placement positions. The findings indicate that AI-generated designs improve visual appeal and contribute to a more intuitive user experience. However, it was observed that AI-generated designs occasionally prioritized aesthetics over practicality, leading to usability concerns and requiring further refinement to align with real-world manufacturing constraints. The study concludes that while generative design is a valuable tool for enhancing home appliance design, its effectiveness depends on balancing AI-driven optimization with practical considerations.

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Cite This Study

Hüseyin Özkal Özsoy (2025) studied this question.

synapsesocial.com/papers/68de6f3a83cbc991d0a22888https://doi.org/10.38016/jista.1677535
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