The application of fuzzy analytic hierarchy process and artificial neural network in elevator risk assessment

Guang Ming Zhang; Chun Ling Qiu; Xia Yi Qian; Shui Xia Huang

The application of fuzzy analytic hierarchy process and artificial neural network in elevator risk assessment

Guang Ming Zhang, Chun Ling Qiu, Xia Yi Qian, Shui Xia Huang

COLLEGE OF ELECTRICAL ENGINEERING AND CONTROL SCIENCE

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Abstract

The method of weighted averaging is commonly employed in the ANN model for the risk- assessment of special equipment. Because the selection of weights depends on the expert experience, the process of the assessment generally takes a long time to complete. To deal with this problem, we propose a new risk-assessment model based on FAHP and ANN. This model is applied to the risk-assessment of elevators. Results show that the assessment time is shorter and the accuracy is not lower, in comparison with that from the ANN model.

Original language	English
Pages (from-to)	931-933
Number of pages	3
Journal	Kongzhi Lilun Yu Yinyong/Control Theory and Applications
Volume	26
Issue number	8
State	Published - Aug 2009

Keywords

Artificial neutral network
Elevator
Fuzzy analytic hierarchy process
Risk assessment

Cite this

@article{d4194a9020e046289456e038939e39e9,

title = "The application of fuzzy analytic hierarchy process and artificial neural network in elevator risk assessment",

abstract = "The method of weighted averaging is commonly employed in the ANN model for the risk- assessment of special equipment. Because the selection of weights depends on the expert experience, the process of the assessment generally takes a long time to complete. To deal with this problem, we propose a new risk-assessment model based on FAHP and ANN. This model is applied to the risk-assessment of elevators. Results show that the assessment time is shorter and the accuracy is not lower, in comparison with that from the ANN model.",

keywords = "Artificial neutral network, Elevator, Fuzzy analytic hierarchy process, Risk assessment",

author = "Zhang, {Guang Ming} and Qiu, {Chun Ling} and Qian, {Xia Yi} and Huang, {Shui Xia}",

year = "2009",

month = aug,

language = "英语",

volume = "26",

pages = "931--933",

journal = "Kongzhi Lilun Yu Yinyong/Control Theory and Applications",

issn = "1000-8152",

publisher = "South China University of Technology",

number = "8",

}

TY - JOUR

T1 - The application of fuzzy analytic hierarchy process and artificial neural network in elevator risk assessment

AU - Zhang, Guang Ming

AU - Qiu, Chun Ling

AU - Qian, Xia Yi

AU - Huang, Shui Xia

PY - 2009/8

Y1 - 2009/8

N2 - The method of weighted averaging is commonly employed in the ANN model for the risk- assessment of special equipment. Because the selection of weights depends on the expert experience, the process of the assessment generally takes a long time to complete. To deal with this problem, we propose a new risk-assessment model based on FAHP and ANN. This model is applied to the risk-assessment of elevators. Results show that the assessment time is shorter and the accuracy is not lower, in comparison with that from the ANN model.

AB - The method of weighted averaging is commonly employed in the ANN model for the risk- assessment of special equipment. Because the selection of weights depends on the expert experience, the process of the assessment generally takes a long time to complete. To deal with this problem, we propose a new risk-assessment model based on FAHP and ANN. This model is applied to the risk-assessment of elevators. Results show that the assessment time is shorter and the accuracy is not lower, in comparison with that from the ANN model.

KW - Artificial neutral network

KW - Elevator

KW - Fuzzy analytic hierarchy process

KW - Risk assessment

UR - http://www.scopus.com/inward/record.url?scp=70350440125&partnerID=8YFLogxK

M3 - 文章

AN - SCOPUS:70350440125

SN - 1000-8152

VL - 26

SP - 931

EP - 933

JO - Kongzhi Lilun Yu Yinyong/Control Theory and Applications

JF - Kongzhi Lilun Yu Yinyong/Control Theory and Applications

IS - 8

ER -

The application of fuzzy analytic hierarchy process and artificial neural network in elevator risk assessment

Abstract

Keywords

Other files and links

Fingerprint

Cite this