基于重量更新增强的曲率生成,使用鞋子最后的点云测量
Dan Wang1, Zairan Li1, Nilanjan Dey2
1Wenzhou Polytechnic, Wenzhou, 325035, PR China.
Heliyon
|March 4, 2024
概括
这项研究引入了一种新的算法,利用脚压数据优化鞋子的最后设计,提高舒适度和适合度. 改进的设计有利于个人,特别是糖尿病患者,通过允许定制和舒适的鞋子.
科学领域:
- 生物力学 生物力学
- 计算设计 计算设计
- 足部医学是一门专业.
背景情况:
- 鞋子的耐久性对于鞋子的适合,风格和脚部的保护至关重要.
- 当前的最新设计方法可能无法完全考虑个体脚形态和压力分布.
- 优化鞋子的最后表面对于舒适和功能性的鞋类至关重要.
研究的目的:
- 为了开发一个增强的鞋子最后的设计优化方法.
- 利用足部压力成像和先进的算法来精确地提取特征.
- 提高鞋类的舒适性和定制性,特别是针对弱势群体.
主要方法:
- 开发了一个基于重量更新的增强集体学习 (WUBEL) 算法,以从脚部压力图像中提取关键特征.
- 使用足部测量数据,关键控制线和压力敏感区域格子数据构建了一个增强的最后设计.
- 实验评估和比较研究使用利克尔特尺度和其他指标进行.
主要成果:
- WUBEL算法有效地提取关键特征,以优化鞋子的最后表面.
- 最后的增强设计在制造定制鞋子方面表现出了很高的效率.
- 拟议的方法显示了改善糖尿病患者鞋类的巨大潜力.
结论:
- 开发的WUBEL算法和增强的最后设计为鞋子设计提供了一种新的方法.
- 这种方法显著提高了鞋子配件的准确性和舒适性.
- 这些发现对创建个性化和舒适的鞋类有直接影响,特别是对于糖尿病患者.
相关概念视频
Elevation of Intermediate Points on Vertical Curves
29
Vertical curves are essential in roadway design because they provide smooth transitions between varying roadway grades. Designing vertical curves involves calculating intermediate elevations and identifying the curve's highest or lowest point, which is essential for optimal roadway performance.Intermediate elevations on a vertical curve are determined using the tangent offset method. This method considers the initial elevation at the start of the curve, the grades, and the curve's geometry. The...
29
Hydrostatic Pressure Force on a Curved Surface
1.8K
Hydrostatic pressure on curved surfaces is a fundamental concept in fluid mechanics with broad applications in the civil engineering field. When fluid is in contact with a curved surface, as in a reservoir, dam, or storage tank, it exerts pressure that varies in magnitude and direction along the curved surface. To assess the total hydrostatic force exerted by the fluid on a curved structure, engineers typically isolate the fluid volume adjacent to the surface and analyze the forces acting on...
1.8K
Introduction to Vertical Curves
32
Vertical curves are parabolic transitions that connect different grades on highways and railroads, ensuring a smooth alignment between back and forward tangents. The back tangent represents the initial grade, while the forward tangent defines the subsequent grade. These curves can be symmetrical, with equal tangent lengths, or nonsymmetrical, with varying lengths. The key points defining a vertical curve include the Point of Vertical Intersection (P.V.I.), where the tangents meet; the Point of...
32
Degree of Curvature and Radius of Curvature
55
The degree of curvature and the radius of curvature are fundamental concepts in determining the sharpness or smoothness of a curve. The degree of curvature is a measure of how steeply a curve bends and can be determined using the chord basis or the arc basis. In the chord basis method, the degree of curvature is defined as the central angle subtended by a chord of 30.48 meters, helping in the calculation of the radius of the curve. The arc basis method defines the degree of...
55
Curvilinear Motion: Rectangular Components
454
Curvilinear motion characterizes the movement of a particle or object along a curved path, notably evident when envisioning a car navigating a winding road. If the car starts at point A, its position vector is established within a fixed frame of reference, where the ratio of the position vector to its magnitude signifies the unit vector pointing in the position vector's direction.
As the car advances, its position evolves over time. Quantifying the car's velocity involves computing the...
As the car advances, its position evolves over time. Quantifying the car's velocity involves computing the...
454
Deformation of Member under Multiple Loadings
164
When a rod is made of different materials or has various cross-sections, it must be divided into parts that meet the necessary conditions for determining the deformation. These parts are each characterized by their internal force, cross-sectional area, length, and modulus of elasticity. These parameters are then used to compute the deformation of the entire rod.
In the case of a member with a variable cross-section, the strain is not constant but depends on the position. The deformation of an...
In the case of a member with a variable cross-section, the strain is not constant but depends on the position. The deformation of an...
164


