A critical review for trustworthy and explainable structural health monitoring and risk prognosis of bridges with human-in-the-loop

Z Sun, T Chen, X Meng, Y Bao, L Hu, R Zhao - Sustainability, 2023 - mdpi.com
Trustworthy and explainable structural health monitoring (SHM) of bridges is crucial for
ensuring the safe maintenance and operation of deficient structures. Unfortunately, existing …

Bridge maintenance planning framework using machine learning, multi-attribute utility theory and evolutionary optimization models

H Jaafaru, B Agbelie - Automation in Construction, 2022 - Elsevier
Although various tools and procedures have been developed to help transportation
engineers objectively evaluate bridge maintenance needs, selecting and scoping projects …

A heuristic approach to the railroad track maintenance scheduling problem

F Peng, S Kang, X Li, Y Ouyang… - … ‐Aided Civil and …, 2011 - Wiley Online Library
Every year, billions of dollars are spent on rail track maintenance to keep the serviceability of
the railroad network. These maintenance projects (of different types) must be performed by …

Multi-level condition-based maintenance planning for railway infrastructures–a scenario-based chance-constrained approach

Z Su, A Jamshidi, A Núñez, S Baldi… - … Research Part C …, 2017 - Elsevier
This paper develops a multi-level decision making approach for the optimal planning of
maintenance operations of railway infrastructures, which are composed of multiple …

Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI

M Khakifirooz, M Fathi, A Dolgui - International Journal of …, 2024 - Taylor & Francis
This paper introduces the Theory of AI-driven scheduling (TAIS), an innovative framework
designed to revolutionise service-oriented scheduling (In the context of this paper,'service …

Dimensioning windows for railway infrastructure maintenance: Cost efficiency versus traffic impact

T Lidén, M Joborn - Journal of Rail Transport Planning & Management, 2016 - Elsevier
Abstract The Swedish Transport Administration is introducing a new regime, called
maintenance windows, for allocating train free slots reserved for maintenance tasks on the …

Knowledge-based optimization of building maintenance, repair, and renovation activities to improve facility life cycle investments

MN Grussing, LY Liu - Journal of Performance of Constructed …, 2014 - ascelibrary.org
Buildings and related civil infrastructure are an important factor of production that contribute
directly to the accomplishment of an organization's mission and/or the generation of …

Risk-based maintenance and rehabilitation decisions for transportation infrastructure networks

SR Seyedshohadaie, I Damnjanovic… - … Research Part A: Policy …, 2010 - Elsevier
A method for determining optimal risk-based maintenance and rehabilitation (M&R) policies
for transportation infrastructure is presented. The proposed policies guarantee a certain …

Bridge maintenance planning framework using machine learning, multi-criteria decision analysis and evolutionary optimization models

H Jaafaru, B Agbelie - Automation in Construction, 2022 - Elsevier
Although various tools and procedures have been developed to help transportation
engineers to objectively evaluate bridge maintenance needs, selecting and scoping projects …

Human-related uncertainty analysis for automation-enabled façade visual inspection: A Delphi study

J Guo, Q Wang - Journal of Management in Engineering, 2022 - ascelibrary.org
Given that traditional façade visual inspection entails laborious, dangerous, and inefficient
manual work, automation-enabled façade visual inspection has become a prevailing trend …