Applying Fuzzy Multi-Criteria Decision Making for Optimal Robots and Manipulators Selection

被引:0
|
作者
Bai, Ying [1 ]
Smith, Johnson C. [1 ]
Wang, Dali [2 ]
机构
[1] Johnson C Smith Univ, Charlotte, NC 28216 USA
[2] Christopher Newport Univ, Newport News, VA USA
来源
IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE 2010) | 2010年
关键词
Robotics; optimal robots and manipulators evaluation and selection; fuzzy multiple criteria decision making; similarity measure; weight estimation; decision matrix; MACHINE-TOOL SELECTION; OPERATION ALLOCATION; AHP; MODEL;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The main purpose of this research is to develop a fuzzy multiple criteria decision making model (FMCDMM) to evaluate, identify and select an optimal robot system to perform the desired task from a large collection of available robots that have multiple criteria. A simple but effective weight estimation method is used in this paper to make this estimation more objective and reliable. There are existed some other different weight estimation methods reported by some researchers, however, most methods need a lot of mathematical operations and therefore make the processes very complicated and time consuming. This research result can be extended and implemented to any complicated system with multiple criteria and alternatives. In this paper, we concentrate our discussion on selecting optimal robot systems used in manufacturing and production processes.
引用
收藏
页码:1803 / 1808
页数:6
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