[HTML][HTML] Predictive analytics for roadway maintenance: A review of current models, challenges, and opportunities

A Karimzadeh, O Shoghli - Civil Engineering Journal, 2020 - civilejournal.org
With the pressing need to improve the poorly rated transportation infrastructure, asset
managers leverage predictive maintenance strategies to lower the life cycle costs while …

A BIM-based semantic approach for fund-allocation of building components

AG Mohamed, M Marzouk - Architectural Engineering and Design …, 2024 - Taylor & Francis
This paper articulates the fund allocation and prioritization challenge for existing building
facilities' Maintenance and Repair (M&R) interventions. Despite the existing conspicuous …

Optimizing facility maintenance planning under uncertainty

T Betz, K El-Rayes, M Grussing, L Bartels - Journal of Building Engineering, 2023 - Elsevier
Maintenance of civil infrastructure is necessary to ensure assets perform as intended over
their service life. As these elements age and degrade, appropriate repair planning helps …

[HTML][HTML] Prediction of sewer pipe main condition using the linear regression approach

A Gedam, S Mangulkar, B Gandhi - Journal of geoscience and …, 2016 - scirp.org
This research presents the condition prediction of sewer pipes using a linear regression
approach. The analysis is based on data obtained via Closed Circuit Television (CCTV) …

Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities

D Mizutani, XX Yuan - Computer‐Aided Civil and Infrastructure …, 2023 - Wiley Online Library
Markov chains have been widely used to characterize performance deterioration of
infrastructure assets, to model maintenance effectiveness, and to find the optimal …

[HTML][HTML] Building resilience: A holistic approach for revitalizing existing infrastructure assets

AG Mohamed, F Alashkar, AS Akindeinde… - Alexandria Engineering …, 2025 - Elsevier
This presented research delves into the challenges and approaches encompassed in
allotting available resources for the maintenance and renovation of crucial infrastructure …

Measuring and Optimizing for Infrastructure Endurance

LB Bartels, TS Betz, MN Grussing - Journal of Performance of …, 2024 - ascelibrary.org
Optimal facility repair planning is a challenge, especially as it applies to a portfolio of
facilities constrained by a limited budget. This paper discusses a linear programming …

Comparison of master sigmoidal curve and Markov chain techniques for pavement performance prediction

M El-Khawaga, S El-Badawy, A Gabr - Arabian Journal for Science and …, 2020 - Springer
Recently, highway agencies have become in need to enhance their pavement management
systems (PMSs) using sound engineering and economic principles that find more prudent …

Optimizing Markov probabilities for generation of a Weibull model to characterize building component failure processes

TS Betz, MN Grussing, LB Bartels - Journal of Performance of …, 2021 - ascelibrary.org
Numerous studies have highlighted the importance of condition forecasting and service life
estimation for building components, but many previous approaches do not account for the …

[图书][B] Managing project structural complexity by integrating facility management in planning, designing, and execution of high-end facility upgrades

AM Bascoul - 2017 - search.proquest.com
Ensuring that a building consistently supports occupants in producing value is a global
challenge. To tackle this challenge, the discipline of Facility Management (FM) emerged in …