Review on Key Technologies of Workshop’s Big Data for Intelligent Manufacturing

MIN Tao; LENG Sheng; WANG Zhan; DAI Zhiqiang; YANG Xianggui

doi:10.16080/j.issn1671-833x.2018.12.051

您当前的位置：

首页 >

文章列表页 >

Review on Key Technologies of Workshop’s Big Data for Intelligent Manufacturing

更新时间：2025-10-30

- Review on Key Technologies of Workshop’s Big Data for Intelligent Manufacturing
- Aeronautical Manufacturing Technology Vol. 61, Issue 12, Pages: 51-58(2018)
- 作者机构：
  
  1. 南京航空航天大学机电学院,南京,210016
  2. 航空工业昌河飞机工业（集团）有限公司,景德镇,333002
- 作者简介：
- 基金信息：
- DOI：10.16080/j.issn1671-833x.2018.12.051
  CLC：
- Published：2018
- 稿件说明：
移动端阅览
闵陶1，冷晟1，王展1，戴志强1，阳祥贵2. 面向智能制造的车间大数据关键技术*[J]. 航空制造技术, 2018, 61(12): 51-58.

MIN Tao1, LENG Sheng1, WANG Zhan1, DAI Zhiqiang1, YANG Xianggui2. Review on Key Technologies of Workshop’s Big Data for Intelligent Manufacturing. Aeronautical Manufacturing Technology, 2018, 61(12): 51-58.
闵陶1，冷晟1，王展1，戴志强1，阳祥贵2. 面向智能制造的车间大数据关键技术*[J]. 航空制造技术, 2018, 61(12): 51-58. DOI： 10.16080/j.issn1671-833x.2018.12.051.

MIN Tao1, LENG Sheng1, WANG Zhan1, DAI Zhiqiang1, YANG Xianggui2. Review on Key Technologies of Workshop’s Big Data for Intelligent Manufacturing. Aeronautical Manufacturing Technology, 2018, 61(12): 51-58. DOI： 10.16080/j.issn1671-833x.2018.12.051.

摘要

随着“智能制造”理念的深入人心，制造业也开始逐步向智能化方向发展，大量数据采集设备在车间投入使用，采集了车间生产过程中的海量数据。大数据技术通过对这些数据进行分析处理，从而充分发挥数据的价值，提高企业的生产管理水平，进而提高企业的竞争力。通过对大数据在制造企业的应用进行分析，提出具有通用性的智能车间大数据处理平台架构，从数据集成、数据处理、数据分析3 方面讨论了车间大数据技术，给出了大数据技术在智能车间的应用方向。大数据技术在车间的广泛应用必将给制造行业带来变革，将智能制造的发展推向新的阶段。

Abstract

As Intelligent Manufacturing gets great support

the manufacturing industry is gradually developing more and more intelligently. A large number of data acquisition equipment has been utilized in workshops

collecting mass data of the production. By analyzing these data

big data technology can give full play to the value of data

raise the management level

and improve the competitiveness of enterprises. Combing the applications of big data in manufacturing enterprises

the framework of big data processing platform in intelligent workshop is put forward. Based on data integration

data processing and data analysis

big data technology is fully discussed

and the direction of its application in workshop is pointed out. Big data technology is of great value to the production in the intelligent workshop and its wide application will bring great changes to the industry and boost the development of intelligent manufacturing into a new stage.

关键词

Keywords

references

Views

914

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Development of CNC Technology and Its Role in Intelligent Manufacturing

Inverse Solution Algorithm for Take-Up Speed in Preparation of Braided Reinforced Composites Considering Carbon Fiber Yarn Friction

Intelligent Monitoring Platform for Milling Machining Based on Digital Twin

Review on Key Technologies and Typical Applications of Digital Twin in Manufacturing Industry

Event-Driven Product Digital Twin System Construction and Quality Prediction

Related Author

WANG Miao

ZHANG Zhenming

LI Long

XIE Yun

CUI Can

FAN Zhen

ZHANG Senlin

TONG Shouwei

Related Institution

School of Mechanical Engineering, Northwestern Polytechnical University

Information and Intelligent Manufacturing Department, Lanzhou Lanshi Group Co., Ltd.

Jinhua Institute, Zhejiang University

College of Electrical Engineering, Zhejiang University

State Key Laboratory of Robotics and System, Harbin Institute of Technology

⁰