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相关概念视频

Softwoods and Hardwoods01:28

Softwoods and Hardwoods

190
Softwoods and hardwoods, derived from different types of trees, are distinguished by their leaf structures and cellular compositions, each serving unique purposes in construction and manufacturing. Softwoods come from cone-bearing trees with needle-like leaves and are predominantly composed of longitudinal cells called tracheids and a smaller proportion of radial cells known as rays. Due to their cellular structure, softwoods are commonly used in construction for structural frames, sheathing,...
190
Structural Properties and Dimensions of Lumber01:21

Structural Properties and Dimensions of Lumber

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Wood's structural properties derive from fibers aligned along the tree's length, contributing significantly to its mechanical strength. Wood exhibits up to twenty times greater tensile strength along these fibers compared to across them, and generally shows better performance under compression than tension. The length of fibers varies, with hardwoods having fibers around one twenty-fifth inch long and softwoods ranging from one-eighth to one-third inch.
The strength characteristics of...
126
Seasoning of Wood01:15

Seasoning of Wood

128
Seasoning of wood is a crucial process aimed at reducing and stabilizing the moisture content within the wood to prevent future shrinkage, structural damage, or aesthetic issues once the wood is used in construction. Wood naturally swells when it absorbs moisture and contracts as it dries.
Achieving equilibrium moisture content is the goal of seasoning; this is the point where the wood's moisture content stabilizes to align with the moisture levels of the surrounding environment. Proper...
128
Problem-Solving: Tuning of a Guitar String01:04

Problem-Solving: Tuning of a Guitar String

469
In the case of stringed instruments like the guitar, the elastic property that determines the speed of the sound produced is its linear mass density or the mass per unit length. This is simply called the linear density. If the string's linear density is constant along the string, then the linear density is simply the total mass divided by the total length.
The string's wave speed can be regulated by varying the linear density. Tension is the other property that determines the speed of...
469
Introduction to Wood01:19

Introduction to Wood

262
Wood, derived from trees, is a versatile and widely used construction material. Trees feature a trunk surrounded by a protective layer of dead bark. Beneath this outer layer lies the living bark, followed by the cambium, and then the sapwood which transitions into heartwood as it matures. At the center of the trunk is the pith. The age of a tree can be discerned by examining its growth rings, which are concentric bands visible in the trunk's cross-section.
The structural integrity of the...
262
Wood Products01:21

Wood Products

108
Wood products encompass a broad range of materials crafted from wood strands, veneers, lumber, and even waste wood-like shreds, designed for both structural and nonstructural purposes. Various specialized wood products have been developed to enhance strength, durability, and versatility in building applications.
Glue-laminated wood, often referred to as glulam, combines multiple smaller pieces of dimensional lumber using adhesives to form a single, larger piece. Cross-laminated timber consists...
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一种基于神经网络的方法,用于树木特征鉴定.

David Giuseppe Badiane1, Sebastian Gonzalez1, Raffaele Malvermi1

  • 1Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.

The Journal of the Acoustical Society of America
|August 9, 2023
PubMed
概括
此摘要是机器生成的。

一种新的神经网络方法准确地估计了木材.

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科学领域:

  • 木材材质的特征表征 木材材料的特征表征
  • 木材的声学特性 木材的声学特性
  • 木材的弹性属性 木材的弹性属性

背景情况:

  • 木材的声学特性取决于弹性特性.
  • 现有的木材材料表征方法是计算密集的或缺乏有效性.
  • 需要一种实用且准确的木材表征方法.

研究的目的:

  • 介绍一种基于神经网络的方法,用于估计松树薄板的弹性特性.
  • 开发一种可负担和实用的木材材料表征方法.

主要方法:

  • 编码杉木薄板的固有频率和固有模式.
  • 使用神经网络来确定材料参数.
  • 使用神经网络复制频率响应功能.

主要成果:

  • 神经网络方法准确地估计了弹性特性.
  • 数据驱动技术显著加快了有限元模型的更新.
  • 实现的加速度比传统方法快几个数量级.

结论:

  • 基于神经网络的方法为木材材料的表征提供了可行的替代方案.
  • 这种方法可以成为车间应用程序的一般工具.
  • 展示了数据驱动技术在材料科学中的潜力.