An application of multi-sensor data fusion in SLS Rapid Prototype Manufacturing

被引:0
|
作者
Zhang, Wei [1 ]
机构
[1] Suzhou Univ, Coll Mech & Elect Engn, Suzhou 215021, Jiangsu, Peoples R China
关键词
Rapid Prototype Manufacturing Cooling System; cooling water's temperature acquisition; data fusion;
D O I
10.4028/www.scientific.net/AMM.121-126.3118
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
There are some inevitable errors we can't avoid in the process of powder laser sintering Rapid Prototype Manufacturing Cooling System. If we don't take some measutes to eliminate the errors, they would influence the system's operation directly, but if we adopt the traditional method, testing precision can't meet the increasingly high requirement, while upgrading the hardware system will greatly enhance system cost, which can't suit the empoldering and using of most systems. In this articles, when the number of sensors is less than 10 (N<10), a new method of data processing was introduced(including cooling water's temperature, work jar temperature etc.); use the distributing chart to eliminate inevitable errors, then adopt the method of arithmetic equilibrating and batch estimating to fuse the testing data, in order to estimate the true number.
引用
收藏
页码:3118 / 3121
页数:4
相关论文
共 50 条
  • [41] Performance evaluation of multi-sensor data fusion technique for test range application
    Bhattacharya, S
    Raj, RA
    [J]. SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2004, 29 (2): : 237 - 247
  • [42] Application of Artificial Intelligence Detection System Based on Multi-sensor Data Fusion
    Han, Meifang
    [J]. INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2018, 14 (06) : 31 - 43
  • [43] The Design and Application of Multi-Sensor Data Fusion in Open System Architecture of Avionics
    Li, Jing
    Hu, Xiaoguang
    Huang, Dayu
    Zhou, Qing
    [J]. PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2017, : 2033 - 2037
  • [44] Multi-sensor data fusion and its application prospects in structural health monitoring
    Wang, T
    Li, J
    [J]. 8th International Conference on Inspection Appraisal Repairs & Maintenance of Structures, 2003, : 139 - 146
  • [45] Analysis Of Application Of Multi-Sensor Data Fusion In Deceleration Early Warning System
    Cao Xin
    Zhou Hui
    Liu Dan
    Wu Wenbo
    Zhu Yun
    [J]. 2018 3RD INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE), 2018, : 557 - 561
  • [46] Application of Multi-sensor Data Fusion in Hot Spot Detection for Air Preheater
    Zhang Yunhui
    Huang Xueyun
    [J]. 2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2015, : 238 - 242
  • [47] The application of multi-sensor data fusion in modern electronic-optical system
    Tan, ZJ
    Fang, ZH
    Yu, Y
    Chen, T
    Guo, LH
    Xing, ZB
    [J]. ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 3743 - 3746
  • [48] Application of a novel multi-sensor data fusion algorithm to intelligent vehicle navigation
    Li, Xiong
    Xu, Zongchang
    Dong, Zhiming
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3460 - 3464
  • [49] Research on Technology and Application of Multi-sensor Data Fusion for Indoor Service Robots
    Ma, Xipei
    Qian, Bingfeng
    Zhang, Songjie
    Wang, Ye
    [J]. MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 831 - +
  • [50] A fault diagnosis approach and it's application based on multi-sensor data fusion
    Wang, HF
    Wang, JP
    Xue, JJ
    [J]. SYSTEMS INTEGRITY AND MAINTENANCE, PROCEEDINGS, 2000, : 405 - 410