An intelligent decision support system for industrial robot selection

被引:0
|
作者
Koulouriotis, D. E. [1 ]
Emiris, D. M. [2 ]
机构
[1] Democritus Univ Thrace, Sch Engn, Dept Prod Management & Engn, GR-67100 Xanthi, Greece
[2] Univ Piraeus, Dept Ind Management & Technol, GR-18534 Piraeus, Greece
关键词
flexible manufacturing; intelligent multi-criteria aggregation; interactive decision making;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Industrial robots have been used widely by many manufacturing firms worldwide. A common problem encountered by these firms is to choose the most suitable robot for a particular application, among the numerous robot models available today, with different performances and costs. The main difficulty is the lack of experience and specific knowledge of the prospective users in employing a robot, which has lead to a considerable effort focused on developing models to aid the decision makers facing a Robot Selection Problem (RSP). This paper focuses oil the development of a Decision Support System (DSS) to solve the RSP, utilizing intelligent techniques to assess the buyer's requirements and to suggest a number of alternative solutions. The use of fuzzy logic is dictated by the fact that the technical requirements and the economic preferences of the buyer may not be explicitly stated. It is, therefore, more efficient to adjust the decision model to the human reasoning approaches by employing fuzzy logic techniques. A significant number of robot models along with their characteristics (which also serve as decision criteria) have been included in a database and serve as the information platform for the DSS. The entire development is implemented in an interactive software tool, using the Visual Basic programming language. The module utilizes the MATLAB Fuzzy-Logic Toolbox, to exchange results/information with the main program. This computer-aided robot selection system call be used either by firms who deal exclusively with the distribution and instal Intent of robots or by firms who want to install robots for their own use.
引用
收藏
页码:649 / +
页数:2
相关论文
共 50 条
  • [31] Research and Application of an Intelligent Decision Support System
    Zhou, Xiaoqing
    Sun, Jiaxiu
    Wang, Shubin
    [J]. PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT 2014, 2015, : 445 - 447
  • [32] Intelligent traffic control decision support system
    Almejalli, Khaled
    Dahal, Keshav
    Hossain, M. Alamgir
    [J]. APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2007, 4448 : 688 - +
  • [33] Research and Application of an Intelligent Decision Support System
    Zhou, Xiaoqing
    Xiao, Jianqiong
    Zhou, Zhiyong
    Sun, Jiaxiu
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER NETWORK, ELECTRONIC AND AUTOMATION (ICCNEA), 2017, : 186 - 189
  • [34] An Intelligent Decision Support System for Management of Floods
    Sajjad Ahmad
    Slobodan P. Simonovic
    [J]. Water Resources Management, 2006, 20 : 391 - 410
  • [35] An Intelligent Decision Support System for Investment Analysis
    Poh, K.L.
    [J]. Knowledge and Information Systems, 2000, 2 (03) : 340 - 358
  • [36] Intelligent Decision Support System for Osteoporosis Prediction
    Moudani, Walid
    Shahin, Ahmad
    Chakik, Fadi
    Rajab, Dima
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2012, 8 (01) : 26 - 45
  • [37] INTELLIGENT DECISION SUPPORT SYSTEM BASED ON CBR
    Li, Guangyuan
    Lei, Hong
    Lu, Yuhong
    [J]. ICIM 2008: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2008, : 862 - 866
  • [38] A Scalable Clinical Intelligent Decision Support System
    Chu, Hua
    Yang, Yijing
    Li, Qingshan
    Xu, Yongfei
    Wei, Hongpeng
    [J]. INCLUSIVE SMART CITIES AND DIGITAL HEALTH, 2016, 9677 : 159 - 165
  • [39] Intelligent Decision Support System For Energy Investments
    Yavanoglu, Uraz
    Kaplan, Orhan
    Atli, Hacer
    Tanis, Gizem
    Milletsever, Ozlem
    Inal, Ugur
    [J]. 2013 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2013), VOL 2, 2013, : 224 - 231
  • [40] Research on Intelligent Decision Support System of Soybean
    Wu Wan-sheng
    Su Zhong-bin
    Li Xiao-ming
    [J]. Journal of Northeast Agricultural University(English Edition), 2013, 20 (02) : 71 - 76