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June 19, 2026Journal of Engineering Design

Attractive form design of new energy vehicle based on interval Type-2 Trapezoidal Fuzzy Kano Model and HO-XGBoost

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Authors

XKXinhui KangNanchang UniversityWLWenhao Lai

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Implication

Randomized trial explores attractive vehicle design in the NEV market, implying improved consumer satisfaction.

Key Points

  • The study aims to develop a framework for translating consumer emotional preferences into specific design features for new energy vehicles.
  • Integrated Interval Type-2 Trapezoidal Fuzzy Sets-Kano Model and HO-XGBoost.
  • Constructed a three-level evaluation structure using the Evaluation Grid Method.
  • Applied eye-tracking and Data Information Difference Fluctuation Weighting Method for evaluations.
  • Identified key Kansei words linked to design attributes, enhancing emotional appeal.
  • Established effective mapping strategies between emotional preferences and design features.
  • Improved design efficiency and user satisfaction through proposed framework.

Cite This Study

Kang et al. (2026) studied this question.

synapsesocial.com/papers/6a34dbc465a5b0777af2c4f8https://doi.org/10.1080/09544828.2026.2687685
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