Research on the Algorithm of Weighing Optimization System Based on Finite Element Analysis

被引:0
|
作者
Ge, Fengye [1 ]
机构
[1] Dalian Univ Ocean, Sch Nav & Naval Architecture, Dalian, Peoples R China
来源
JOURNAL OF SHIP RESEARCH | 2024年 / 68卷 / 03期
关键词
weighing system; sensor; neural network; dynamically compensate; accuracy;
D O I
10.5957/JOSR.01240001
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
Aiming at the problem of equipment accuracy of ship-borne weighing systems in a based on finite element analysis. Firstly, the finite element analysis of the ship-borne equipment system is carried out, and the stress analysis is carried out by grasping the characteristics of the sensor to find out the improvement of the weighing system and optimize it. Then, the improved and optimized weighing system is used to collect the data information under the typical swing state, and the neural network algorithm is introduced to dynamically compensate the data. Finally, the accuracy of the weighing system optimized by the algorithm is evaluated by using the environmental test standard of electrical and electronic products. The research results show that the accuracy of the result data of the weighing system optimized by the neural network algorithm is more than 99%, which proves that the proposed algorithm can improve the accuracy of the shipborne weighing system equipment.
引用
收藏
页码:123 / 133
页数:11
相关论文
共 50 条
  • [21] Analysis of a finite element algorithm for numerical predictions in water resources research
    Baker, A. J.
    Soliman, M. O.
    ADVANCES IN WATER RESOURCES, 1982, 5 (03) : 149 - 155
  • [22] Finite Element Analysis and Optimization Research of Mounting Bracket of a Mini Van
    Liao, Shuhua
    Cheng, Chuansheng
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 4811 - 4815
  • [23] Optimization Research on Workpiece Clamping Deformation Using Genetic Algorithm and Finite Element Method
    Sun, Yuwen
    Zhang, Chuantai
    Guo, Qiang
    MANUFACTURING PROCESS TECHNOLOGY, PTS 1-5, 2011, 189-193 : 2153 - 2160
  • [24] Finite element analysis of slope stability based on genetic algorithm
    College of Civil Engineering, Hunan Univ, Changsha 410082, China
    Hunan Daxue Xuebao, 2006, 6 (29-32):
  • [25] Thermodynamics Research on Optical System Based on Finite Element Method
    Yue, Minghao
    Chen, Huimin
    6TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: LARGE MIRRORS AND TELESCOPES, 2012, 8415
  • [26] The Finite Element Analysis and Optimization for the Grinder Based on the Joint Surface
    Zhang, Xianglei
    Yao, Bin
    Zhao, Wenchang
    Ouyang, Kun
    Yao, Boshi
    MECHANICAL ENGINEERING, MATERIALS AND ENERGY II, 2013, 281 : 165 - +
  • [27] Optimization of bone drilling process based on finite element analysis
    Li, Xiashuang
    Zhu, Wei
    Wang, Junqiang
    Deng, Yuan
    APPLIED THERMAL ENGINEERING, 2016, 108 : 211 - 220
  • [28] Analysis and Optimization of Elastic Expansion Sleeve Based on the Finite Element
    Fu, Hudai
    Gao, Jingang
    Li, Weiwei
    MODERN TECHNOLOGIES IN MATERIALS, MECHANICS AND INTELLIGENT SYSTEMS, 2014, 1049 : 859 - 862
  • [29] Shape optimization of coronary stents based on Finite Element Analysis
    Lebaal, N.
    Azaouzi, M.
    Roth, S.
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2017, 20 : 119 - 120
  • [30] Pressure Vessel Optimization Design Based on the Finite Element Analysis
    Zhang, Caili
    Yang, Fan
    MECHATRONIC SYSTEMS AND AUTOMATION SYSTEMS, 2011, 65 : 281 - +