[HTML][HTML] Research and applications of artificial neural network in pavement engineering: a state-of-the-art review
Given the great advancements in soft computing and data science, artificial neural network
(ANN) has been explored and applied to handle complicated problems in the field of …
(ANN) has been explored and applied to handle complicated problems in the field of …
An ANN model to correlate roughness and structural performance in asphalt pavements
In this paper, using a large database from the Long Term Pavement Performance program,
the authors developed an Artificial Neural Network (ANN) to estimate the structural …
the authors developed an Artificial Neural Network (ANN) to estimate the structural …
Leveraging ANN and LDA classifiers for characterizing different hand movements using emg signals
The analysis of electromyographic (EMG) signals has expedited the use of a wearable
prosthetic arm. To this end, pattern recognition-based myoelectric control schemes have …
prosthetic arm. To this end, pattern recognition-based myoelectric control schemes have …
Estimation of routine maintenance expenditures for highway pavement segments: accounting for heterogeneity using random-effects models
M Volovski, J Murillo-Hoyos, TU Saeed… - … Engineering, Part A …, 2017 - ascelibrary.org
A significant portion of highway infrastructure life-cycle costs can be attributed to
maintenance expenditures, particularly in the later years of an infrastructure's life. These …
maintenance expenditures, particularly in the later years of an infrastructure's life. These …
Evaluating housing maintenance costs with loss-distribution approach in South Korean apartment housing
This study analyzes and evaluates building maintenance costs by applying the loss-
distribution approach (LDA) normally used by financial organizations to assess operational …
distribution approach (LDA) normally used by financial organizations to assess operational …
A Comprehensive Approach to Earthquake-Resilient Infrastructure: Integrating Maintenance with Seismic Fragility Curves
A Urlainis, IM Shohet - Buildings, 2023 - mdpi.com
A severe seismic event can cause significant damage to infrastructure systems, resulting in
severe direct and indirect consequences. A comprehensive risk-management approach is …
severe direct and indirect consequences. A comprehensive risk-management approach is …
Incorporating Artificial Intelligence Applications in Flexible Pavements: A Comprehensive Overview
With the advancements witnessed in the domains of data science and soft computing,
researchers and practitioners have delved into the exploration and application of artificial …
researchers and practitioners have delved into the exploration and application of artificial …
Developing a machine learning-based building repair time estimation model considering weight assigning methods
Recently, the maintenance of aged buildings has gained significant attention, particularly
with the increase in deteriorating buildings worldwide. The degradation of buildings causes …
with the increase in deteriorating buildings worldwide. The degradation of buildings causes …
Data-driven bridge maintenance cost estimation framework for annual expenditure planning
Bridge maintenance costs have increased due to the growth in the number of facilities and
their extended periods of use. The distribution of the limited maintenance budget by …
their extended periods of use. The distribution of the limited maintenance budget by …
Prioritisation of pavement maintenance sections deploying functional characteristics of pavements
India's road network carries over 90% of passenger traffic and over 65% of its freight
movement. Therefore, effective maintenance of road networks is to be accorded the highest …
movement. Therefore, effective maintenance of road networks is to be accorded the highest …