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Handling Incomplete and Missing Data in Corrosion Pit Measurement Database Using Imputation Methods: Model Development Using Artificial Neural Network
Publisher: ASCE
Abstract: Data scarcity and missing values are a prime challenge in developing a corrosion prediction model. In this paper, eight imputation techniques are explored using the National Bureau of Standards (NBS) corrosion database. ...
Seismic Design of CLT Shear-Wall and Glulam Moment-Resisting Frame Coupled Structure
Publisher: ASCE
Abstract: In response to the increasing need for sustainable construction materials, numerous innovative timber-based structural systems have been developed in the past two decades. While timber-based shear-walls are popular, ...
Component-Based Modeling of Timber Beam–Column Moment Connection Exposed to Fire
Publisher: American Society of Civil Engineers
Abstract: A computationally efficient and simplified numerical modeling approach, component-based method, is proposed for timber beam–column connection exposed to standard fire. A two-dimensional heat transfer model is developed to ...
Seismic Risk Management of Existing Reinforced Concrete Buildings in the Cascadia Subduction Zone
Publisher: American Society of Civil Engineers
Underground Sewer Networks Renewal Complexity Assessment and Trenchless Technology: A Bayesian Belief Network and GIS Framework
Publisher: ASCE
Abstract: Significant investment is required to upgrade deteriorating underground sewer networks. Sewer failure and the subsequent rehabilitation process can have economic, social, and environmental impacts. It can disrupt critical ...
Statistical Inference of Sewer Pipe Deterioration Using Bayesian Geoadditive Regression Model
Publisher: American Society of Civil Engineers
Abstract: Several deterioration models have been developed for prediction of the actual and future condition states of individual sewer pipes. However, most tools that have been developed assume a linear dependency between the ...
Connections for Timber–Concrete Hybrid Building: Experimental and Numerical Model Results
Publisher: American Society of Civil Engineers
Abstract: In seismically active regions, the use of timber–reinforced concrete (RC) hybrid construction can overcome the structural limitations that occur with timber construction. This paper investigates three connections used in ...
Graph-Theoretic Surrogate Measure to Analyze Reliability of Water Distribution System Using Bayesian Belief Network–Based Data Fusion Technique
Publisher: American Society of Civil Engineers
Abstract: Reliability assessment is an integral component of the decision-making process in the planning, design, and operations of water distribution networks (WDNs). Two different approaches are used to evaluate the reliability ...
Operational Risk-Based Decision Making for Wastewater Pipe Management
Publisher: ASCE
Abstract: Recent advances in the development of wastewater pipe deterioration models allow a better quantification of the uncertainty in the likelihood of failure of pipes. However, the consequence of failure is subjected to many ...