Research on Rural Highway Maintenance Management Assessment Methods Based on ANN

Author

Jiatang Niu

Author_Institution

Sch. of Resources & Environ. Eng., Wuhan Univ. of Technol., Wuhan, China

Volume

1

fYear

2013

fDate

28-29 Oct. 2013

Firstpage

209

Lastpage

212

Abstract

A maintenance management assessment system for rural highway is mainly researched, in which the sub module of the daily maintenance management, technological and safety condition state of rural highway, and level of rural highway net are incorporated. In addition, the expert knowledge are inserted in the system, the multi-layer neural network and fuzzy-set theory are used to implement maintenance management assessment for rural highway, and the feasibility and effectiveness of the assessment system are finally verified by practical rural highway.

Keywords

condition monitoring; fuzzy neural nets; fuzzy set theory; maintenance engineering; road safety; roads; structural engineering computing; ANN; artificial neural network; expert knowledge; fuzzy-set theory; multilayer neural network; rural highway maintenance management assessment system; safety condition state; technological state; Fuzzy neural networks; Indexes; Maintenance engineering; Neural networks; Road transportation; Systematics; Training; fuzzy-neural network; maintenance management assessment; rural highway;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on

Conference_Location

Hangzhou

Type

conf

DOI

10.1109/ISCID.2013.59

Filename

6804972