Application of AHP and EIE in Reliability Analysis of Complex Production Lines Systems
Joint Authors
Niu, Guo-cheng
Wang, Yifan
Hu, Zhen
Zhao, Qingxu
Hu, Dong-mei
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-03-10
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
It is necessary to grasp the operation state of the production system for scientific scheduling, process improvement, fault analysis, equipment maintenance, or replacement.
The matter-element information entropy is proposed to evaluate the health index of the product line, and the parameter self-optimization support vector machine is used to predict the future health index.
A new type of three-dimensional cross compound element is established by synthesizing the operation state of equipment, energy consumption, production efficiency, and human factors.
The subjective, objective, and joint weights are determined by the analytic hierarchy process (AHP) method, entropy, and the combination weighting method, respectively.
The health index is calculated by complex element correlation entropy.
The calculations of the beer filling production line show that the combined weighting method is an effective method on the health index calculation and can accurately reflect the actual operation state of the production.
Support vector machine (SVM) optimized by multiparameters is established to predict the health index; the simulation shows that Least Squares Support Vector Machine (LSSVM) based on radial basis function (RBF) has prominent prediction effect.
It can provide accurate data support for the production and management of enterprises.
American Psychological Association (APA)
Niu, Guo-cheng& Wang, Yifan& Hu, Zhen& Zhao, Qingxu& Hu, Dong-mei. 2019. Application of AHP and EIE in Reliability Analysis of Complex Production Lines Systems. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1196891
Modern Language Association (MLA)
Niu, Guo-cheng…[et al.]. Application of AHP and EIE in Reliability Analysis of Complex Production Lines Systems. Mathematical Problems in Engineering No. 2019 (2019), pp.1-10.
https://search.emarefa.net/detail/BIM-1196891
American Medical Association (AMA)
Niu, Guo-cheng& Wang, Yifan& Hu, Zhen& Zhao, Qingxu& Hu, Dong-mei. Application of AHP and EIE in Reliability Analysis of Complex Production Lines Systems. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1196891
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1196891