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Yaolin LIN, Wei YANG
Frontiers in Energy 2021, Volume 15, Issue 2, Pages 550-563 doi: 10.1007/s11708-019-0607-1
Keywords: ANN (artificial neural network) exhaustive-listing building shape optimization thermal load thermal comfort
Simarjit KAUR, Yajvender Pal VERMA, Sunil AGRAWAL
Frontiers in Energy 2013, Volume 7, Issue 4, Pages 468-478 doi: 10.1007/s11708-013-0282-6
Keywords: artificial neural network (ANN) frequency prediction availability-based tariff (ABT) generation scheduling
QPSO-ILF-ANN-based optimization of TBM control parameters considering tunneling energy efficiency
Frontiers of Structural and Civil Engineering 2023, Volume 17, Issue 1, Pages 25-36 doi: 10.1007/s11709-022-0908-z
Keywords: tunnel boring machine control parameter optimization quantum particle swarm optimization artificial
Sadegh REZAEI,Asskar Janalizadeh CHOOBBASTI
Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 3, Pages 292-307 doi: 10.1007/s11709-014-0256-8
Keywords: liquefaction microtremor vulnerability index artificial neural networks (ANN) microzonation
Experimental investigation and ANN modeling on improved performance of an innovative method of using
Srinivasan CHANDRASEKARAN, Arunachalam AMARKARTHIK, Karuppan SIVAKUMAR, Dhanasekaran SELVAMUTHUKUMARAN, Shaji SIDNEY
Frontiers in Energy 2013, Volume 7, Issue 3, Pages 279-287 doi: 10.1007/s11708-013-0268-4
Keywords: ocean wave energy point absorbers heaving body non-floating object heave response ratio artificial neuralnetwork (ANN)
Research on Forecasting Model of Seismic Disaster Risk Based on GA-ANN
Liu Mingguang,Guo Zhanglin
Strategic Study of CAE 2006, Volume 8, Issue 3, Pages 83-86
Keywords: seismic disaster factors of risk artificial neural networks genetic algorithm forecasting
Abdelwahhab KHATIR; Roberto CAPOZUCCA; Samir KHATIR; Erica MAGAGNINI
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 8, Pages 976-989 doi: 10.1007/s11709-022-0840-2
Keywords: damage prediction ANN BOA FEM experimental modal analysis
RBF-ANN-Based forecast method of transmutation of wall rock on multi-arch tunne
Xiao Zhiwang,Zhong Denghua
Strategic Study of CAE 2008, Volume 10, Issue 7, Pages 77-81
The key of forecasting transmutation of wall rock correctly is to construct the reasonable mathematics model of time-distance curve from measuring data when distorting, which is hard to describe accurately with traditional method of recursive analysis. According to the characteristics of feed forward neural network of radial basis function to construct the forecast model of deformation of wall rock in multi-arch tunnel and cllso uses Matlab tool to solve the optimal problem. The engineering case at the end of this paper validates the method. For its fast solving the problem,more optimal results,and better forecasting effects,this method shows its advantages and feasibility.
Keywords: multi-arch tunnel deformation of wall rock deformation forecast radial basis function (RBF) artificialneural network (ANN)
Yasser SHARIFI,Sajjad TOHIDI
Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 2, Pages 167-177 doi: 10.1007/s11709-014-0236-z
Keywords: steel I-beams lateral-torsional buckling finite element (FE) method artificial neural network (ANN) approach
Christopher John NASSAU, N. Scott LITOFSKY, Yuyi LIN
Frontiers of Mechanical Engineering 2012, Volume 7, Issue 3, Pages 247-255 doi: 10.1007/s11465-012-0335-2
Keywords: anterior lumbar interbody fusion (ALIF) artificial neural network (ANN) finite element interbody cage
Ravindra Nath YADAV, Vinod YADAVA, G.K. SINGH
Frontiers of Mechanical Engineering 2013, Volume 8, Issue 3, Pages 319-332 doi: 10.1007/s11465-013-0269-3
Keywords: hybrid machining processes (HMPs) electrical discharge diamond grinding (EDDG) artificial neural network(ANN) genetic algorithm modeling and optimization
Arunachalam VELMURUGAN,Marimuthu LOGANATHAN,E. James GUNASEKARAN
Frontiers in Energy 2016, Volume 10, Issue 1, Pages 114-124 doi: 10.1007/s11708-016-0394-x
Keywords: cashew nut shell liquid (CNSL) artificial neural networks (ANN) thermal cracking mean square error (MSE
Pijush Samui, Jagan J
Frontiers of Structural and Civil Engineering 2013, Volume 7, Issue 2, Pages 133-136 doi: 10.1007/s11709-013-0202-1
Keywords: unsaturated soil effective stress parameter Gaussian process regression (GPR) artificial neural network(ANN) variance
Comparison of modeling methods for wind power prediction: a critical study
Rashmi P. SHETTY, A. SATHYABHAMA, P. Srinivasa PAI
Frontiers in Energy 2020, Volume 14, Issue 2, Pages 347-358 doi: 10.1007/s11708-018-0553-3
Keywords: power curve method of least squares cubic spline interpolation response surface methodology artificialneural network (ANN)
Application of Artificial Neural Network to Engineering Project Management
Wang Yingluo,Yang Yaohong
Strategic Study of CAE 2004, Volume 6, Issue 7, Pages 26-33
Applications of ANN to engineering project management were summarized, including prediction and evaluationexisting in application were summarized and analyzed, some suggestions on how to develop application of ANN
Keywords: engineering project management ANN prediction optimization DS
Title Author Date Type Operation
An ANN-exhaustive-listing method for optimization of multiple building shapes and envelope properties
Yaolin LIN, Wei YANG
Journal Article
Optimal generation scheduling in power system using frequency prediction through ANN under ABT environment
Simarjit KAUR, Yajvender Pal VERMA, Sunil AGRAWAL
Journal Article
QPSO-ILF-ANN-based optimization of TBM control parameters considering tunneling energy efficiency
Journal Article
Liquefaction assessment using microtremor measurement, conventional method and artificial neural network
Sadegh REZAEI,Asskar Janalizadeh CHOOBBASTI
Journal Article
Experimental investigation and ANN modeling on improved performance of an innovative method of using
Srinivasan CHANDRASEKARAN, Arunachalam AMARKARTHIK, Karuppan SIVAKUMAR, Dhanasekaran SELVAMUTHUKUMARAN, Shaji SIDNEY
Journal Article
Research on Forecasting Model of Seismic Disaster Risk Based on GA-ANN
Liu Mingguang,Guo Zhanglin
Journal Article
Vibration-based crack prediction on a beam model using hybrid butterfly optimization algorithm with artificial
Abdelwahhab KHATIR; Roberto CAPOZUCCA; Samir KHATIR; Erica MAGAGNINI
Journal Article
RBF-ANN-Based forecast method of transmutation of wall rock on multi-arch tunne
Xiao Zhiwang,Zhong Denghua
Journal Article
Lateral-torsional buckling capacity assessment of web opening steel girders by artificial neural networks
Yasser SHARIFI,Sajjad TOHIDI
Journal Article
of spinal lumbar interbody fusion cage subsidence using Taguchi method, finite element analysis, and artificial
Christopher John NASSAU, N. Scott LITOFSKY, Yuyi LIN
Journal Article
Multi-objective optimization of process parameters in Electro-Discharge Diamond Face Grinding based on ANN-NSGA-II
Ravindra Nath YADAV, Vinod YADAVA, G.K. SINGH
Journal Article
combustion and emission characteristics of diesel-thermal cracked cashew nut shell liquid blends using artificial
Arunachalam VELMURUGAN,Marimuthu LOGANATHAN,E. James GUNASEKARAN
Journal Article
Determination of effective stress parameter of unsaturated soils: A Gaussian process regression approach
Pijush Samui, Jagan J
Journal Article
Comparison of modeling methods for wind power prediction: a critical study
Rashmi P. SHETTY, A. SATHYABHAMA, P. Srinivasa PAI
Journal Article