期刊论文

Innovative Design of Bionic Refuge Chair Based on Neural Network

中文

林产工业

1001-5299

2024

61

1

53-60

10.19531/j.issn1001-5299.202401010

2022NK2043:湖南省重点研发 2021HBQZYCXY011:速生小径材高值化利用及绿色家居智能定制技术研究 2021RC4033:湖南省科技创新领军人才

本校为第一机构

近年来,地震发生的强度和频率不断增加,基于仿生设计和神经网络在地震情境下设计了一款避难椅,通过拟合优度检验和系统聚类方法分析调研结果得到6大类18小类功能需求,并依据共性需求确定仿生对象。利用Gabor滤波提取其纹理特征...展开更多 近年来,地震发生的强度和频率不断增加,基于仿生设计和神经网络在地震情境下设计了一款避难椅,通过拟合优度检验和系统聚类方法分析调研结果得到6大类18小类功能需求,并依据共性需求确定仿生对象。利用Gabor滤波提取其纹理特征并抽象为本体象元空间,利用神经网络和象元理论建立与用户偏好之间的映射关系模型,得到MSE值为0.09212和0.00744,说明模型性能良好。...

In recent years,the intensity and frequency of earthquakes have been increasing,in this paper,an evacuation chair based on bionic design and neural network in an earthquake situation was designed,the research results through goodness-of-fit test and system clustering me...MORE In recent years,the intensity and frequency of earthquakes have been increasing,in this paper,an evacuation chair based on bionic design and neural network in an earthquake situation was designed,the research results through goodness-of-fit test and system clustering method to obtain 6 major categories and 18 subcategori...