Data analytics in asset management: Cost-effective prediction of the pavement condition index
SM Piryonesi, TE El-Diraby - Journal of Infrastructure Systems, 2020 - ascelibrary.org
Understanding the deterioration of roads is an important part of road asset management. In
this study, the long-term pavement performance (LTPP) data and machine learning …
this study, the long-term pavement performance (LTPP) data and machine learning …
Multihazard resilience of highway bridges and bridge networks: A review
S Banerjee, BS Vishwanath… - Structure and …, 2019 - Taylor & Francis
Assessment of resilience for engineered systems has drawn ample attention from the
engineering community in recent years. It has resulted in a significantly large body of …
engineering community in recent years. It has resulted in a significantly large body of …
Maintenance and operation of infrastructure systems
Infrastructure management plays an important role in sustainable development and is
essential for the evaluation of the socioeconomic feasibility of existing projects and the …
essential for the evaluation of the socioeconomic feasibility of existing projects and the …
Life-cycle performance of structures subject to multiple deterioration mechanisms
M Sanchez-Silva, GA Klutke, DV Rosowsky - Structural Safety, 2011 - Elsevier
This paper studies structural deterioration as a result of the combined action of progressive
degradation (eg, corrosion, fatigue) and sudden events (eg, earthquakes). The structural …
degradation (eg, corrosion, fatigue) and sudden events (eg, earthquakes). The structural …
Value of information in sequential decision making: Component inspection, permanent monitoring and system-level scheduling
M Memarzadeh, M Pozzi - Reliability Engineering & System Safety, 2016 - Elsevier
We illustrate how to assess the Value of Information (VoI) in sequential decision making
problems modeled by Partially Observable Markov Decision Processes (POMDPs) …
problems modeled by Partially Observable Markov Decision Processes (POMDPs) …
Optimal long‐term infrastructure maintenance planning accounting for traffic dynamics
Periodic infrastructure maintenance is crucial for a safe and efficient transportation system.
Numerous decision models for the maintenance planning problem have been proposed in …
Numerous decision models for the maintenance planning problem have been proposed in …
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 …
directly to the accomplishment of an organization's mission and/or the generation of …
Integrating multi-scale inspection, maintenance, rehabilitation, and reconstruction decisions into system-level pavement management systems
We are presenting a pavement management framework that involves multi-scale decisions,
including system-level budget allocations, group-level inspections, and facility-level …
including system-level budget allocations, group-level inspections, and facility-level …
[HTML][HTML] An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks
This paper aims to establish an intelligent procedure that combines the observational
method with the existing deep learning technique for updating deformation of braced …
method with the existing deep learning technique for updating deformation of braced …
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 …
for transportation infrastructure is presented. The proposed policies guarantee a certain …