Artificial Neural Network for Transportation Infrastructure Systems

被引:7
|
作者
Gharehbaghi, Koorosh [1 ]
机构
[1] RMIT Univ, Melbourne, Vic, Australia
关键词
D O I
10.1051/matecconf/20168105001
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Artificial Neural Networks (ANNs) represents the overall interconnection of the systems together with numeric weighting that can be tuned based on experience, system Inputs, Processing and Outputs. Moreover, the real advantage of ANNs is the ability to solve complex system problems such as one which are found within the Transportation Infrastructure Systems. Artificial Neural Networks (ANNs) for Transportation Infrastructure System must incorporate system engineering techniques that will be sustainable for future years and maintained at acceptable levels. Accordingly, this paper will introduce the concept of Artificial Neural Networks (ANNs) and its core functions for the optimization of Transportation Infrastructure Systems in particular the maintenance processes.
引用
下载
收藏
页数:5
相关论文
共 50 条
  • [41] ARTIFICIAL NEURAL NETWORK MODELING FOR DENSITY OF SOME BINARY SYSTEMS
    Lisa, Gabriela
    Curteanu, Silvia
    SCIENTIFIC STUDY AND RESEARCH-CHEMISTRY AND CHEMICAL ENGINEERING BIOTECHNOLOGY FOOD INDUSTRY, 2005, 6 (01): : 65 - 79
  • [42] Power Systems Voltage Stability Using Artificial Neural Network
    Khaldi, Mohamad R.
    2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 340 - 345
  • [43] Systems Architecting Methodology for Space Transportation Infrastructure
    Aliakbargolkar, Alessandro
    Crawley, Edward F.
    Wicht, Anthony C.
    Battat, Jonathan A.
    Calandrelli, Emily D.
    JOURNAL OF SPACECRAFT AND ROCKETS, 2013, 50 (03) : 579 - 590
  • [44] Modeling of polymeric systems using artificial neural network computing
    Darsey, J.A.
    Soman, A.G.
    Noid, D.W.
    Sumpter, B.G.
    Polymer Preprints, Division of Polymer Chemistry, American Chemical Society, 1993, 34 (01):
  • [45] Artificial Neural Network for Environmental Air Emissions Prediction Systems
    Matei, Danuta
    Doicin, Bogdan
    Cursaru, Diana
    Ezeanu, Dorin Stanica
    REVISTA DE CHIMIE, 2019, 70 (09): : 3338 - 3342
  • [46] Introduction to Artificial intelligence in failure analysis of transportation infrastructure and materials'
    Hou, Yue
    Dong, Qiao
    Wang, Dawei
    Liu, Jenny
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2023, 381 (2254):
  • [47] Network effect of transportation infrastructure: a dynamic panel evidence
    Na, Kyoung-Youn
    Han, Chirok
    Yoon, Chang-Ho
    ANNALS OF REGIONAL SCIENCE, 2013, 50 (01): : 265 - 274
  • [48] Introduction to the Special Issue on the Evolution of Transportation Network Infrastructure
    Levinson, David
    NETWORKS & SPATIAL ECONOMICS, 2009, 9 (03): : 289 - 290
  • [49] Introduction to the Special Issue on the Evolution of Transportation Network Infrastructure
    David Levinson
    Networks and Spatial Economics, 2009, 9
  • [50] Integrated Maintenance and Expansion Planning for Transportation Network Infrastructure
    Gao, Lu
    Xie, Chi
    Zhang, Zhanmin
    Waller, S. Travis
    TRANSPORTATION RESEARCH RECORD, 2011, (2225) : 56 - 64