Complex Structure of Braid in Fiber Art Creation with Multisensor IoT Technology

Abstract

Fiber-fabric composites have the characteristics of lighter texture, higher strength, higher damage resistance, better toughness, and flexibility than laminated composites, but their complex structures have not been well studied. This paper is aimed at study the complex structure of woven fabrics in fiber art creation based on multisensor Internet of Things technology and at studying the impact of its composite material mechanical properties. In this paper, it is proposed to use glass fibers and carbon fibers to weave the required structural preforms in a two-dimensional braiding machine and then use the obtained preforms and epoxy resin to prepare three-dimensional two-dimensional braided composite materials with different structures through a molding process. The composites were tested in tension, bending, and compression to obtain data and their failure modes, and the data were compared to obtain correlations. The experimental results in this paper showed that through the tensile, bending, and compression tests of the three kinds of hybrid structure braided composites, the tensile properties of the glass fiber braided composites decreased by about 77%; the influence of angle on the bending properties of carbon fiber braided composites has the largest downward trend of 63%. Two-dimensional biaxial and two-dimensional triaxial preforms are made by weaving glass fiber and carbon fiber, and the angle deviation is basically kept within 2.2%.

Designing Aquaculture Monitoring System Based on Data Fusion through Deep Reinforcement Learning (DRL)

“…State in the context of DL in this study is the condition of the fish pond which consists of temperature conditions, pH conditions, and turbidity conditions. For example, the state temperature is 25 • C, the turbidity is 24 NTU, and the pH is 7, which are denoted as S: [7,24,25]. Then, with these conditions, the action is in the form of a declaration of the condition of the fish pool in a "normal" state, which is denoted as A: normal, which then triggers the system to give a reward (R) to become the next condition R t+1 and S t+1 .…”

Retracted: Complex Structure of Braid in Fiber Art Creation with Multisensor IoT Technology

“…This article has been retracted by Hindawi, as publisher, following an investigation undertaken by the publisher [1]. This investigation has uncovered evidence of systematic manipulation of the publication and peer-review process.…”