VinhUni-Science

Prediction of remaining design resistance and bending stiffness of the steel column base plate considering metal corrosion using GA-ANN model

Tác giả: Duy-Duan Nguyen, Ngoc-Giang Tran, Viet-Chuong Ho, Trong-Ha Nguyen

55 3

Case Studies in Construction Materials

Quyển: 21 Trang: e03930

Đường link/DOI: https://doi.org/10.1016/j.cscm.2024.e03930

Minh chứng: NCKH_1602_20241112162431.pdf

Năm xuất bản: 11/2024

Cùng tác giả

Effect of High-frequency Ground Motions on the Response of NPP Components: A State-of-the-art Review Seismic vulnerability assessment of a continuous steel box girder bridge considering influence of LRB properties Seismic fragility curves of bridge piers accounting for ground motions in Korea Seismic Fragility Evaluation of Cut-and-cover Tunnel Seismic fragility of base-isolated nuclear power plant considering near-fault ground motions Seismic margin assessment of a reinforced concrete skewed bridge in a nuclear power plant Vibration control of jacket offshore wind turbine subjected to earthquake excitations by using friction damper Seismic vulnerability assessment of rectangular cut-and-cover subway tunnels Seismic performance evaluation of a fully integral concrete bridge with end-restraining abutments Effects of significant duration of ground motions on seismic responses of base-isolated nuclear power plant Identifying significant earthquake intensity measures for evaluating seismic damage and fragility of nuclear power plant structures Bending strength diagnosis for corroded reinforced concrete beams with attendance of deterministic, random and fuzzy parameters Seismic fragility analysis of reinforced concrete piers of steel box girder bridges: A parametric study Influence of Squeezing Rate on Yield Stress and Viscosity of Fresh Mortar A Site-Specific Response Analysis: A Case Study in Hanoi, Vietnam Efficiency of flexural strengthening RC beams using fiber reinforced polymer materials Nonlinear seismic soil-structure interaction analysis of nuclear reactor building considering the effect of earthquake frequency content Reliability Assessment of Steel-Concrete Composite Beams considering Metal Corrosion Effects A calibration of the material model for FRC Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete Identification of parameters in the crystal plasticity model for non-irradiated and irradiated A508 bainite steel Evaluation of loading capacity of corroded reinforced concrete beams using experiment and finite element method Efficient earthquake intensity measure for seismic vulnerability of integral abutment bridges Seismic performance evaluation of responses of NPP structure considering different numerical modelings and frequency contents of earthquakes Damage analysis of cut-and-cover tunnel structures under seismic loading Seismic Fragilities of Bridges and Transmission Towers Considering Recorded Ground Motions in South Korea Prediction of Critical Buckling Load of Web Tapered I‑Section Steel Columns Using Artificial Neural Networks Optimal earthquake intensity measures for probabilistic seismic demand models of ARP1400 reactor containment building A machine learning-based formulation for predicting shear capacity of squat flanged RC walls Optimal Earthquake Intensity Measures for Probabilistic Seismic Demand Models of Base-Isolated Nuclear Power Plant Structures Evaluation of Seismic Site Amplification Using 1D Site Response Analyses at Ba Dinh Square Area, Vietnam Efficiency of various structural modeling schemes on evaluating seismic performance and fragility of APR1400 containment building Calibrating the K&C Material Model for Fiber Reinforced Concrete Structures Development of fragility curves for underground box tunnels from nonlinear frame analysis Effects of mechanical properties of LRB on seismic performance of base-isolated NPP structures Seismic failure mechanism of shallow cut-and-cover tunnels Correlation Between Seismic Intensity Measures and Response of Skewed Bridges Seismic Performance Evaluation of Integral Bridges Considering Soil-Structure Interaction Prediction of Axial Compression Capacity of Cold-Formed Steel Oval Hollow Section Columns Using ANN and ANFIS Models Experimental Study on Strengthening of Corroded RC Beams with High-Performance Steel Fiber Mortar and Normal 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the racking ratio of the rectangular tunnels subjected to seismic loading Application of Neural Networks for the Estimation of the Shear Strength of Circular RC Columns Patch loading resistance prediction of steel plate girders using a deep artificial neural network and an interior-point algorithm Reliability evaluation of 2D semi-rigid steel frames accounting for corrosion effects Seismic performance evaluation of reactor containment building considering effects of concrete material models and prestressing forces Dự báo khả năng kháng cắt của vách ngắn bê tông cốt thép chữ nhật sử dụng mô hình mạng thần kinh nhân tạo Improving axial load-carrying capacity prediction of concrete columns reinforced with longitudinal FRP bars using hybrid GA-ANN model Prediction of shear capacity of RC beams strengthened with FRCM composite using hybrid ANN-PSO model GBRT-based model for predicting the axial load capacity of the CFS-SOHS columns Application of ANFIS to the design of elliptical CFST 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capacity of concrete columns reinforced with FRP bars using GBRT model Đánh giá độ tin cậy của cột thép tiết diện thay đổi sử dụng ANN và MCS Correlation Analysis Between Seismic Response of Primary Auxiliary Building and Ground Motion Intensity Measures An Adaptive Neural Fuzzy Inference System for Estimating Atmospheric Corrosion Rate of Steel Efcient neural network‑ and tree‑based machine learning models for predicting shear capacity of RC slender walls Reliability assessment of circular steel arches with elastic restraints using hybrid ANN-MCS technique Prediction of shear strength of infilled reinforced concrete frames using efficient hybrid BR-ANN model ĐÁNH GIÁ ĐỘ TIN CẬY CỦA DẦM THÉP TRÊN NỀN ĐÀN HỒI CHỊU TẢI TRỌNG DI ĐỘNG SỬ DỤNG MÔ PHỎNG MONTE CARLO VÀ PHƯƠNG PHÁP LẤY MẪU HYPERCUBE LATIN Seismic Strength Evaluation of Corroded Reactor Containment Building Evaluation of Remaining Bending Resistance of Steel Column Base Plates Considering Effects of Metal Corrosion Seismic 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