Expert System to Control Construction Problems in Flexible Pavements

被引:21
作者
Mosa, Ahmed Mancy [1 ]
Rahmat, Riza Atiq O. K. [1 ]
Ismail, Amiruddin [1 ]
Taha, Mohd Raihan [2 ]
机构
[1] Univ Kebangsaan Malaysia, Fac Engn, Sustainable Urban Transport Res Ctr SUTRA, Selangor Darul Ehsan, Malaysia
[2] Univ Kebangsaan Malaysia, Fac Engn, Dept Civil & Struct Engn, Selangor Darul Ehsan, Malaysia
关键词
NEURAL-NETWORK; CRACK DETECTION; KNOWLEDGE; TIME; DESIGN; MODEL;
D O I
10.1111/mice.12001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Highway engineers face complicated problems that are influenced by various conditions during the construction of flexible highway pavements. Identifying such problems and recommending effective solutions demand considerable engineering expertise, which is difficult to obtain at all construction sites. Thus, the development of an expert system can effectively help engineers control and analyze such problems. In addition, an expert system can effectively archive the storage and distribution of expertise among pavement engineers. This article describes the development and evaluation of such an expert system. The first stage in the development of the proposed system was the elicitation of knowledge from written sources and from experts through literature reviews and interviews, respectively. The acquired knowledge was analyzed and classified and then represented in a form containing rules; the rules were subsequently coded as software. This article describes the development and evaluation of the Expert System for the Control of Construction Problems in Flexible Highway Pavements.
引用
收藏
页码:307 / 323
页数:17
相关论文
共 69 条
  • [1] AASHTO, 2011, T168103 AASHTO
  • [2] A HIERARCHICAL EXPERT SYSTEM FOR DESIGN OF FLOORS IN HIGHRISE BUILDINGS
    ADELI, H
    HAWKINS, DW
    [J]. COMPUTERS & STRUCTURES, 1991, 41 (04) : 773 - 788
  • [3] ADELI H, 1988, AI MAG, V9, P54
  • [4] Adeli H., 1988, Expert systems in construction and structural engineering
  • [5] Adeli H., 1995, MACHINE LEARNING NEU
  • [6] Graph Theoretical Analysis of Organization of Functional Brain Networks in ADHD
    Ahmadlou, Mehran
    Adeli, Hojjat
    Adeli, Amir
    [J]. CLINICAL EEG AND NEUROSCIENCE, 2012, 43 (01) : 5 - 13
  • [7] Enhanced probabilistic neural network with local decision circles: A robust classifier
    Ahmadlou, Mehran
    Adeli, Hojjat
    [J]. INTEGRATED COMPUTER-AIDED ENGINEERING, 2010, 17 (03) : 197 - 210
  • [8] Allez F., 1988, TRANSPORTATION RES R, V1205, p1e5
  • [9] Alshawi M., 1988, Microcomputers in Civil Engineering, V3, P191
  • [10] [Anonymous], 2008, E192608 ASTM INT