从使用生物仿真多式触觉传感器获得的物理参数预测感官和情感触觉感知
Toshiki Ikejima1,2, Koji Mizukoshi1, Yoshimune Nonomura2
1POLA Chemical Industries, Inc., Yokohama 244-0812, Kanagawa, Japan.
Sensors (Basel, Switzerland)
|January 11, 2025
概括
一个仿生触觉传感器准确地预测材料的感觉和情感感知. 这项技术通过量化软度和奢华等触觉品质来帮助产品开发.
科学领域:
- 材料科学 材料科学 材料科学
- 感官科学 感官科学
- 消费者研究 消费者研究
背景情况:
- 触觉感知会影响产品的评价和消费者偏好.
- 这种感知是按层次运作的,涉及感官 (例如,柔软,光滑) 和情感 (例如,舒适,奢) 层.
- 对触觉特性的客观测量对于产品设计至关重要.
研究的目的:
- 预测材料的感官和情感触觉感知得分.
- 使用仿生多式触摸传感器用于客观的触摸数据采集.
- 评估回归模型在预测触觉感知方面的有效性.
主要方法:
- 使用生物仿真多式触摸传感器来测量物理参数 (力,振动,温度).
- 32种不同的材料 (化品,织品,皮革) 经历了感官和情感描述器评估.
- 训练了10个回归模型,使用传感器数据来预测知觉得分.
主要成果:
- 包装回归模型对于大多数感官和情感描述符实现了高预测准确性 (R2>0.6).
- 像"湿"和"弹性" (感官) 和"愉快"和"喜欢" (情感) 这样的特定描述符显示出特别高的预测准确性.
- 传感器有效地捕获了与人类触觉判断相关的物理参数.
结论:
- 生物模拟触觉传感为预测人类触觉感知提供了一种可行的方法.
- 这种方法支持跨行业高效的触觉设计和产品开发.
- 对触觉品质的客观预测可以提高产品创新和消费者满意度.
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