A literature review and future perspectives on maintenance optimization

A Sharma, GS Yadava, SG Deshmukh - Journal of Quality in …, 2011 - emerald.com
Purpose–The purpose of this paper is to review the literature on maintenance optimization
models and associated case studies. For these optimization models critical observations are …

Models for maintenance planning and scheduling–a citation-based literature review and content analysis

SA Raza, A Hameed - Journal of Quality in Maintenance Engineering, 2022 - emerald.com
Purpose The findings of this study have lightened the focal research areas in maintenance
planning and scheduling. These also served as effective guidelines for future studies in this …

Coordinating occupant behavior for building energy and comfort management using multi-agent systems

L Klein, J Kwak, G Kavulya, F Jazizadeh… - Automation in …, 2012 - Elsevier
There is growing interest in reducing building energy consumption through increased
sensor data and increased computational support for building controls. The goal of reduced …

Data-driven optimization of railway maintenance for track geometry

S Sharma, Y Cui, Q He, R Mohammadi, Z Li - Transportation Research Part …, 2018 - Elsevier
Railway big data technologies are transforming the existing track inspection and
maintenance policy deployed for railroads in North America. This paper develops a data …

Performance prediction of bridge deck systems using Markov chains

G Morcous - Journal of performance of Constructed Facilities, 2006 - ascelibrary.org
Bridge management systems have adopted Markov-chain models for predicting the future
condition of bridge components, systems, and networks. These models are developed …

Planning structural inspection and maintenance policies via dynamic programming and Markov processes. Part II: POMDP implementation

KG Papakonstantinou, M Shinozuka - Reliability Engineering & System …, 2014 - Elsevier
The overall objective of this two part study is to highlight the advanced attributes, capabilities
and use of stochastic control techniques, and especially Partially Observable Markov …

Planning structural inspection and maintenance policies via dynamic programming and Markov processes. Part I: Theory

KG Papakonstantinou, M Shinozuka - Reliability Engineering & System …, 2014 - Elsevier
To address effectively the urgent societal need for safe structures and infrastructure systems
under limited resources, science-based management of assets is needed. The overall …

Life-cycle management of deteriorating civil infrastructure considering resilience to lifetime hazards: A general approach based on renewal-reward processes

DY Yang, DM Frangopol - Reliability Engineering & System Safety, 2019 - Elsevier
Civil infrastructure during its service life is subject to progressive deterioration due to
aggressive environments and sudden deterioration due to natural and/or manmade …

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) …

Incorporating network considerations into pavement management systems: A case for approximate dynamic programming

A Medury, S Madanat - Transportation Research Part C: Emerging …, 2013 - Elsevier
The objective of infrastructure management is to provide optimal maintenance, rehabilitation
and replacement (MR&R) policies for a system of facilities over a planning horizon. While …