Optimal Policy of Condition-Based Maintenance Considering Probabilistic Logistic Times and the Environmental Contamination Issues

Authors

  • Armin Jabbarzadeh School of Industrial Engineering, Iran University of Science and Technology
  • Mahdi Shahin Industrial Engineering, Science and Technology University
Abstract:

One important issue in using the industrial and manufacturing facilities is to consider their impacts on the environment. Many of these equipment have negative effects on the environment when operated for sometimes. In this research the probabilistic logistic times and the destructive effects for maintenance are studied and appropriate model is suggested and evaluated. The aim of the proposed model is to optimize the total costs by determining the optimal inspection times by means of genetic algorithm. The results indicate that the proposed model improves the costs of maintenance.

Upgrade to premium to download articles

Sign up to access the full text

Already have an account?login

similar resources

Condition based maintenance optimization considering multiple objectives

In condition based maintenance (CBM) optimization, the main optimization objectives include maximizing reliability and minimizing maintenance costs, which are often times conflicting to each other. In this work, we develop a physical programming based approach to deal with the multi-objective condition based maintenance optimization problem. Physical programming presents two major advantages: (...

full text

Availability analysis of mechanical systems with condition-based maintenance using semi-Markov and evaluation of optimal condition monitoring interval

Maintenance helps to extend equipment life by improving its condition and avoiding catastrophic failures. Appropriate model or mechanism is, thus, needed to quantify system availability vis-a-vis a given maintenance strategy, which will assist in decision-making for optimal utilization of maintenance resources. This paper deals with semi-Markov process (SMP) modeling for steady state availabili...

full text

Standardization Issues in Condition Based Maintenance

Swedish industries maintenance-related costs run into billions on a yearly basis. Research has shown that up to 20% of the costs go to waste in non-realized revenue due to poor maintenance decisions. Both excessive and lacking maintenance can be harmful to an asset. A technology that strives to make the right judgements in maintenance intervals is the Condition Based Maintenance (CBM) technolog...

full text

A mathematical model for sustainable probabilistic network design problem with construction scheduling considering social and environmental issues

Recent facility location allocation problems are engaged with social, environmental and many other aspects, besides cost objectives.Obtaining a sustainable solution for such problems requires development of new mathematical modeling and optimization algorithms. In this paper, an uncapacitated dynamic facility location-network design problem with random budget constraints is considered. Social i...

full text

Condition-based maintenance optimization considering improving prediction accuracy

Condition based maintenance (CBM) aims to reduce maintenance cost and improve equipment reliability by effectively utilizing condition monitoring and prediction information. It is observed that the prediction accuracy often improves with the increase of the age of the component. In this research, we develop a method to quantify the remaining life prediction uncertainty considering the predictio...

full text

A Condition-based Preventive Maintenance Policy for Markov Deteriorating Systems

Abstract: A condition based preventive maintenance (CBPM) policy is proposed for a continuously operating device whose condition deteriorates with time in service. The model incorporates both deterioration and random failures. Deterioration is modeled as discrete states process. The system undergoes random inspections to know the condition, mean time between inspections are exponentially distri...

full text

My Resources

Save resource for easier access later

Save to my library Already added to my library

{@ msg_add @}


Journal title

volume 31  issue 2

pages  357- 364

publication date 2018-02-01

By following a journal you will be notified via email when a new issue of this journal is published.

Hosted on Doprax cloud platform doprax.com

copyright © 2015-2023