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Motivated by the cost savings that can be obtained by sharing resources in a network context, we consider a stylized, yet representative model, for the coordination of maintenance and service logistics for a geographic network of assets.…

最优化与控制 · 数学 2019-08-19 C. Drent , S. Kapodistria , J. A. C. Resing

Recent developments in condition-based maintenance (CBM) have helped make it a promising approach to maintenance cost avoidance in engineering systems. By performing maintenance based on conditions of the component with regards to failure…

计算金融 · 定量金融 2024-05-16 Joseph M. Southgate , Katrina Groth , Peter Sandborn , Shapour Azarm

Condition-based maintenance (CBM) is an effective maintenance strategy to improve system performance while lowering operating and maintenance costs. Real-world systems typically consist of a large number of components with various…

最优化与控制 · 数学 2020-03-16 Zhicheng Zhu , Yisha Xiang

Machine maintenance is a challenging operational problem, where the goal is to plan sufficient preventive maintenance to avoid machine failures and overhauls. Maintenance is often imperfect in reality and does not make the asset as good as…

综合经济学 · 经济学 2022-06-06 Toon Vanderschueren , Robert Boute , Tim Verdonck , Bart Baesens , Wouter Verbeke

In this research, computerized maintenance management will be investigated. The rise of maintenance cost forced the research community to look for more effective ways to schedule maintenance operations. Using computerized models to come up…

神经与进化计算 · 计算机科学 2016-01-18 Mostafa Sayyed

This paper develops maintenance policies for a system under condition monitoring. We assume that a number of defects may develop and the degradation process of each defect follows a gamma process, respectively. The system is inspected…

系统与控制 · 电气工程与系统科学 2024-09-21 Shaomin Wu , Inma T. Castro

An optimization model has been formulated and solved to determine on-condition failure thresholds and inspection intervals for multi-component systems with each component experiencing multiple failure processes due to simultaneous exposure…

最优化与控制 · 数学 2019-12-20 Sanling Song , Nooshin Yousefi , David W. Coit , Qianmei Feng

Condition-Based Maintenance (CBM) signifies a paradigm shift from reactive to proactive equipment management strategies in modern industrial systems. Conventional time-based maintenance schedules frequently engender superfluous expenditures…

机器学习 · 计算机科学 2026-02-03 Takato Yasuno

It is not surprising that the idea of efficient maintenance algorithms (originally motivated by strict emission regulations, and now driven by safety issues, logistics and customer satisfaction) has culminated in the so-called…

信号处理 · 电气工程与系统科学 2019-12-06 Ehsan Taheri , Ilya Kolmanovsky , Oleg Gusikhin

In this paper we describe a general approach to optimal imperfect maintenance activities of a repairable equipment with independent components. Most of the existing works on optimal imperfect maintenance activities of a repairable equipment…

最优化与控制 · 数学 2024-12-12 Rubén Mullor , Julio Mulero , Mario Trottini

This paper proposes a scenario-based framework for predictive maintenance scheduling under uncertainty in a finite planning horizon. The considered setting involves multiple assets for which maintenance decisions are informed by three…

系统与控制 · 电气工程与系统科学 2026-05-29 Jerzy Baranowski , Waldemar Bauer

Maintenance scheduling is a complex decision-making problem in the production domain, where a number of maintenance tasks and resources has to be assigned and scheduled to production entities in order to prevent unplanned production…

机器学习 · 计算机科学 2021-08-30 Raphael Lamprecht , Ferdinand Wurst , Marco F. Huber

Wind power is one of the most important sources of renewable energy. A large part of the wind energy cost is due to the cost of maintaining the wind power equipment. To further reduce the maintenance cost, one can improve the design of the…

最优化与控制 · 数学 2021-05-04 Quanjiang Yu , Ola Carlson , Serik Sagitov

A large part of the operational cost for a wind power farm is due to the cost of equipment maintenance, especially for offshore wind farms. How to reduce the maintenance cost, and hence increase profitability, is this article's focus. It…

最优化与控制 · 数学 2021-04-28 Quanjiang Yu , Michael Patriksson , Serik Sagitov

During the life of a wind farm, various types of costs arise. A large share of the operational cost for a wind farm is due to maintenance of the wind turbine equipment; these costs are especially pronounced for offshore wind farms and…

最优化与控制 · 数学 2021-05-17 Quanjiang Yu , Ann-Brith Strömberg

The need for maintenance is based on the wear of components of machinery. If this need can be defined reliably beforehand so that no unpredicted failures take place then the maintenance actions can be carried out economically with mini-mum…

信号处理 · 电气工程与系统科学 2019-04-01 Erkki Jantunen , Urko Zurutuza , Luis Lino Ferreira , Pal Varga

This paper deals with the problem of preventive maintenance (PM) scheduling of pipelines subject to external corrosion defects. The preventive maintenance strategy involves an inspection step at some epoch, together with a repair schedule.…

数据结构与算法 · 计算机科学 2016-10-06 Assia Boumahdaf , Michel Broniatowski

Predictive maintenance (PdM) is a concept, which is implemented to effectively manage maintenance plans of the assets by predicting their failures with data driven techniques. In these scenarios, data is collected over a certain period of…

机器学习 · 计算机科学 2022-05-20 Archit P. Kane , Ashutosh S. Kore , Advait N. Khandale , Sarish S. Nigade , Pranjali P. Joshi

Considering the close interaction between spare parts logistics and maintenance planning, this paper presents a model for joint optimization of multi-location spare parts supply chain and condition-based maintenance under predictive and…

最优化与控制 · 数学 2018-10-17 Morteza Soltani

In this paper we introduce a new model where the concept of condition-based maintenance is combined in a network setting with dynamic spare parts management. The model facilitates both preventive and corrective maintenance of geographically…

最优化与控制 · 数学 2020-04-07 Dmitrii Usanov , Peter van de Ven , Rob van der Mei
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