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Multisource Data-Driven Approach for Predicting the Deterioration of High Mast Light Poles along Highways
Publisher: American Society of Civil Engineers
Abstract: Predicting the deterioration of high mast light poles (HMLPs) can support capital planning and asset management for highway agencies, such as inspection and maintenance prioritization decisions. This paper aims to develop ...
Water-Quality Prediction Using Multimodal Support Vector Regression: Case Study of Jialing River, China
Publisher: American Society of Civil Engineers
Abstract: Accurate water quality prediction can support the early warning of water pollution in water resource management. However, it remains challenging because of hydrological uncertainties in the single scale. A multimodal water ...
Effect of External Loads on Chloride Transport in Concrete
Publisher: American Society of Civil Engineers
Abstract: Although the ingress of chloride into concrete is normally controlled by absorption and diffusion mechanisms, external loads can affect this process by modifying the microstructure of concrete. To predict the chloride ...
Additive Model for Monthly Reservoir Inflow Forecast
Publisher: American Society of Civil Engineers
Abstract: Reservoir inflow forecasting plays an essential role in reservoir operation and management. Considering the characteristics of monthly inflow (trend, seasonality, and randomness throughout the hydrologic year), an additive ...
Dynamic Forecast of Daily Urban Water Consumption Using a Variable-Structure Support Vector Regression Model
Publisher: American Society of Civil Engineers
Abstract: A reliable forecasting model for daily water consumption would provide the data basis for scheduling urban water supply facilities. In this paper, a variable-structure support vector regression (VS-SVR) model is developed ...
Influence of the Type of Coarse Lightweight Aggregate on Properties of Semilightweight Self-Consolidating Concrete
Publisher: American Society of Civil Engineers
Abstract: This paper presents studies on the properties of fresh and hardened semilightweight self-consolidating concrete (SLWSCC) mixtures, produced with two types of manufactured coarse lightweight aggregates (LWA) and normal ...
System of Systems Model for Analysis of Biofuel Development
Publisher: American Society of Civil Engineers
Abstract: This paper presents a system of systems (SoS) Biofuel model considering the interdependency among the systems involved in biofuel development, including biofuel refinery location, transportation infrastructure, agricultural ...