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RISDevelopment of a Grid Connected Solar-Wind Hybrid System With Reduction in Levelized Tariff for a Remote Island in India
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Sagar Island which is located in the world's largest delta, the Sunderban, in the eastern coast of India faces severe power crunch. Due to its isolated location, the power infrastructure is underdeveloped. This has led to ...
Decentralized Modal Identification of a Pony Truss Pedestrian Bridge Using Wireless Sensors
Publisher: American Society of Civil Engineers
Abstract: Most of the vibration-based ambient modal identification methods in the literature are structured to process vibration data collected from a dense array of sensors centrally to yield modal information. For large systems, ...
Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network
Publisher: ASCE
Abstract: In this paper, a novel method is proposed based on a windowed one-dimensional convolutional neural network (1D CNN) for multiclass damage identification using vibration responses of a full-scale bridge. The measured data ...
Few-Shot Learning Augmented with Image Transformation for Multiclass Structural Damage Classification
Publisher: American Society of Civil Engineers
Abstract: The application of machine learning (ML) as an apparatus for structural health monitoring (SHM) has become increasingly prevalent recently as the domain moves toward autonomous structural inspections. Although significant ...
A Benchmark Data Set for Vision-Based Traffic Load Monitoring in a Cable-Stayed Bridge
Publisher: ASCE
Abstract: Traffic load monitoring based on deep learning and computer vision has garnered significant attention in bridge engineering worldwide. Unlike traditional traffic load monitoring systems, computer vision-based techniques ...
Heat Flux Controlled Pool Boiling of Zirconia–Water and Silver–Water Nanofluids on a Flat Plate: A Coupled Map Lattice Simulation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the present work, the characteristic atmospheric saturated heat flux controlled pool boiling curves for zirconia–water and silver–water nanofluids have been reproduced by the coupled map lattice (CML) method using ...
Steady-State Analysis of a High-Temperature Natural Circulation Loop Based on Water-Cooled Supercritical CO2
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A high-temperature natural circulation loop (NCL) using supercritical carbon dioxide as loop fluid is modeled to study the effects of operating variables and relevant design parameters on loop performance. The steady-state ...
Leveraging One-Dimensional Deep Learning for Robust Leak Detection in Water Distribution Systems Using Acceleration Data
Publisher: American Society of Civil Engineers
Abstract: AbstractOperational water distribution networks (WDNs) are of paramount importance to the
many facets of socioeconomic demands that are required by global society. Infrastructure
degradation and failures in the form of ...
Few-Shot Learning Augmented with Image Transformation for Multiclass Structural Damage Classification
Publisher: American Society of Civil Engineers
Abstract: The application of machine learning (ML) as an apparatus for structural health monitoring (SHM) has become increasingly prevalent recently as the domain moves toward autonomous structural inspections. Although significant ...
New Analysis Methodology for Dynamic Soil Characterization Using Free-Decay Response in Resonant-Column Testing
Publisher: American Society of Civil Engineers
Abstract: The resonant-column test is widely used for dynamic characterization of soils under different confinement and shear-strain conditions. The free-decay response of a soil specimen in resonant-column testing shows a nonlinear ...