国产欧美精品一区二区,中文字幕专区在线亚洲,国产精品美女网站在线观看,艾秋果冻传媒2021精品,在线免费一区二区,久久久久久青草大香综合精品,日韩美aaa特级毛片,欧美成人精品午夜免费影视

基于增強現實(shí)的制造數據記錄系統設計與實(shí)現
DOI:
CSTR:
作者:
作者單位:

西安交通大學(xué) 機械工程學(xué)院

作者簡(jiǎn)介:

通訊作者:

中圖分類(lèi)號:

基金項目:

國家自然科學(xué)基金項目(2018AAA0101800);西飛內部合作項目(CXJJ-202003)


Design and implementation of manufacturing data recording system based on augmented reality
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪(fǎng)問(wèn)統計
  • |
  • 參考文獻
  • |
  • 相似文獻
  • |
  • 引證文獻
  • |
  • 資源附件
  • |
  • 文章評論
    摘要:

    針對傳統制造業(yè)數字化水平不高的問(wèn)題,提出了基于增強現實(shí)的生產(chǎn)數據記錄系統。分析了車(chē)間數字化轉型的軟件架構需求,應用了RESTful風(fēng)格的前后端分離軟件架構,將系統數據庫和前端應用解耦,實(shí)現了基于HTTP協(xié)議的網(wǎng)絡(luò )通訊。通過(guò)包含BLSTM的深度學(xué)習算法,對設備儀表圖像進(jìn)行檢測識別,實(shí)現了制造過(guò)程關(guān)鍵生產(chǎn)數據智能化獲取。通過(guò)對生產(chǎn)流程的分析和多維信息之間的聯(lián)系,建立了基于增強現實(shí)的引導式生產(chǎn)數據記錄應用。生產(chǎn)實(shí)踐證明,系統能夠實(shí)現生產(chǎn)任務(wù)的引導和過(guò)程數據的記錄,工人工作效率提高,系統響應迅速,有利于車(chē)間生產(chǎn)過(guò)程的數字化轉型。

    Abstract:

    Aiming at the digital requirement of traditional manufacturing industry, the production data recording system based on augmented reality(AR) is put forward. The software architecture requirement of workshop digital transformation is analyzed, the software architecture of front-end separation of RESTful style is applied, the system database and front-end application are decoupled, and the network communication based on http protocol is realized. By the deep learning algorithm including Bi-directional Long Short-Term Memory(BiLSTM), the equipment instrument image is detected and recognized, and the key production data of manufacturing process are obtained intelligently. Through the analysis of production process and the relationship between multi-dimensional information, the application of guided production data recording based on augmented reality is established. Production practice proves that the system can realize the guidance of production task and record of process data, improve the working efficiency of workers and respond quickly, which is beneficial to the digital transformation of workshop production process.

    參考文獻
    相似文獻
    引證文獻
引用本文

孫卓見(jiàn),李紅衛,左康,趙飛,梅雪松.基于增強現實(shí)的制造數據記錄系統設計與實(shí)現計算機測量與控制[J].,2021,29(7):259-263.

復制
分享
文章指標
  • 點(diǎn)擊次數:
  • 下載次數:
  • HTML閱讀次數:
  • 引用次數:
歷史
  • 收稿日期:2020-12-03
  • 最后修改日期:2020-12-15
  • 錄用日期:2020-12-15
  • 在線(xiàn)發(fā)布日期: 2021-07-23
  • 出版日期:
文章二維碼
抚松县| 九龙城区| 杭锦后旗| 汕尾市| 朝阳县| 定兴县| 甘洛县| 灌阳县| 永靖县| 金山区| 东兴市| 广昌县| 颍上县| 白山市| 孙吴县| 滁州市| 固原市| 蓬莱市| 织金县| 丰宁| 神池县| 左贡县| 铜川市| 改则县| 县级市| 乐山市| 云龙县| 沙洋县| 杭锦后旗| 乐至县| 兴和县| 清远市| 疏勒县| 松阳县| 揭西县| 石河子市| 阳城县| 斗六市| 客服| 广东省| 叶城县|