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 …

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 …

Maintenance and operation of infrastructure systems

M Sánchez-Silva, DM Frangopol, J Padgett… - Journal of Structural …, 2016 - ascelibrary.org
Infrastructure management plays an important role in sustainable development and is
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 …

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) …

Optimal long‐term infrastructure maintenance planning accounting for traffic dynamics

MW Ng, DY Lin, ST Waller - Computer‐Aided Civil and …, 2009 - Wiley Online Library
Periodic infrastructure maintenance is crucial for a safe and efficient transportation system.
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 …

Integrating multi-scale inspection, maintenance, rehabilitation, and reconstruction decisions into system-level pavement management systems

H Shon, J Lee - Transportation Research Part C: Emerging …, 2021 - Elsevier
We are presenting a pavement management framework that involves multi-scale decisions,
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

J Yang, Y Liu, S Yagiz, F Laouafa - Journal of Rock Mechanics and …, 2021 - Elsevier
This paper aims to establish an intelligent procedure that combines the observational
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 …