Design of Ceramic Flower Vessel Form Based on KE/GRA/SSA-SVR

ZHOU Yitong; CHEN Zimo; LUO Suwen

doi:10.19554/j.cnki.1001-3563.2025.20.037

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Packaging Engineering ›› 2025, Vol. 46 ›› Issue (20) : 412-420. DOI: 10.19554/j.cnki.1001-3563.2025.20.037

Design Discussion

Design of Ceramic Flower Vessel Form Based on KE/GRA/SSA-SVR

ZHOU Yitong¹, CHEN Zimo^2,*, LUO Suwen³

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Abstract

To explore the adaptability and expressive force of ceramic vase morphological design in modern living environments, the work aims to integrate ceramic vases with contemporary aesthetic demands. Under the framework of Kansei Engineering, a "morphological Kansei imagery design process" was proposed. Firstly, a Kansei imagery analysis of ceramic vases was conducted, and the Grey Relational Analysis (GRA) was employed to extract the optimal Kansei demands. Secondly, the morphological analysis was utilized to determine the morphological characteristics of ceramic vases, and a Support Vector Regression (SVR) model optimized by Sparrow Search Algorithm (SSA), namely SSA-SVR, was applied to construct a mapping function between morphological characteristics and optimal Kansei demands, thereby predicting the optimal design combination scheme for ceramic vases. Lastly, referring to the experimental results, ceramic vase designs in line with users' emotional needs were devised to empirically verify the aforementioned research. The integrated application of Kansei Engineering, Grey Relational Analysis, and SSA-SVR models can effectively enhance users' visual experience and emotional fulfillment towards the product, optimize the digital design process of ceramic utensils, and open up new research directions for promoting the modern design of ceramic utensils.

Key words

ceramic vase / Kansei Engineering / Grey Relational Analysis (GRA) / SSA-SVR

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ZHOU Yitong, CHEN Zimo, LUO Suwen. Design of Ceramic Flower Vessel Form Based on KE/GRA/SSA-SVR[J]. Packaging Engineering. 2025, 46(20): 412-420 https://doi.org/10.19554/j.cnki.1001-3563.2025.20.037

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