November 2024
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Publications (31)
November 2024
January 2024
May 2023
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26 Reads
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3 Citations
Reliability Engineering & System Safety
December 2022
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25 Reads
Pesquisa Operacional
Maintenance policies must consider system reliability and the risk of accidents in systems where equipment failures represent a risk. In this context, this work proposes an age replacement policy with Bayesian imperfect repair and considers the “as low as reasonably practicable” (ALARP) principle. The policy determines the age of replacement that minimizes the long-run cost per unit time when the failure rate is ALARP. The model also supposes that failures are either minimally or perfectly repaired, depending on the skill of the maintainer. Numerical applications are performed with and without the disproportion factor in ALARP, both for infinite and one-replacement-cycle horizons. The results show that considering imperfect repair leads to an increase in replacement costs and a decrease in the optimal replacement age when considering the ALARP principle. The model applies to situations where there are conflicts of interest between maintenance management and risk; that is, cases where the aim is to reduce the cost of replacing equipment and minimize the risks. Maintenance policies must consider system reliability and the risk of accidents in systems where equipment failures represent a risk. In this context, this work proposes an age replacement policy with Bayesian imperfect repair and considers the “as low as reasonably practicable” (ALARP) principle. The policy determines the age of replacement that minimizes the long-run cost per unit time when the failure rate is ALARP. The model also supposes that failures are either minimally or perfectly repaired, depending on the skill of the maintainer. Numerical applications are performed with and without the disproportion factor in ALARP, both for infinite and one-replacement-cycle horizons. The results show that considering imperfect repair leads to an increase in replacement costs and a decrease in the optimal replacement age when considering the ALARP principle. The model applies to situations where there are conflicts of interest between maintenance management and risk; that is, cases where the aim is to reduce the cost of replacing equipment and minimize the risks. Keywords: maintenance; replacement; risk; safety; reliability; ALARP
May 2022
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16 Reads
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9 Citations
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
We model a maintenance policy with fixed periodic structure that is a hybrid of periodic inspection and opportunistic replacement. The policy is applicable to geographically remote systems such as offshore wind farms. The policy has three phases. Initially, there is an inspection phase to identify early defects. This is followed by a wear out phase during which corrective replacements are performed. Preventive replacement occurs at the end of this phase. The novelty of the model is an opportunistic phase, which overlaps with the latter part of the corrective phase, when preventive replacement is executed early if an opportunity arises. In this way, we model the reality in which remote systems with high logistics costs and restricted access may benefit from opportunistic visits for maintenance. Using a numerical example, we analyse the behaviour of the decision variables for a range of values of the parameters common to such systems. These parameters relate to: component heterogeneity; restricted access; default (failure to execute a planned action); arrival of opportunities and other standard parameters in a maintenance cost model. Specifically, our results indicate when opportunities can have a significant impact on the cost-rate of the optimum policy, but that leveraging opportunities cannot achieve a very high availability. Generally, we demonstrate that maintenance planning should be flexible when factors beyond the control of the maintainer impact maintenance effectiveness.
January 2022
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8 Reads
The energy systems are composed of several protection systems that have the function of isolating a fault and protect critical components. The necessity of providing maintenance of protection systems for substations and transmission networks is a challenge for maintenance managers because they schedule maintenance actions that have different consequences. In this chapter, we describe the decision problem to establish the frequency of inspection and replacement actions for the circuit breaker. We propose a multi-criteria model considering the preference of the decision-maker about the risk and cost criteria and addressing the veto for alternatives. The steps to implement the model are applied to a circuit breaker in a pilot substation in Brazil. The results show the advantages of considering more than one criterion and the preference of the decision-maker defining a combination of maintenance actions considering risk and cost.KeywordsMaintenanceProtection systemsDelay-timeDefect inductionMCDMMAUT
October 2021
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4 Reads
October 2021
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1 Read
April 2021
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117 Reads
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38 Citations
Reliability Engineering & System Safety
We study an inspection and replacement policy for a system when maintenance actions are executed at times or “visits” with a fixed, periodic schedule. Then, the novel focus of the paper is not when to schedule maintenance but what maintenance to schedule at known times. Violations (defaults) may occur because time or resource is limited. The model is motivated by maintenance policy typically used for high-value, engineered systems e.g. windfarms, transportation systems, manufacturing lines. This motivation underlies the importance of the work. Inspections are modelled using the delay time concept. System lifetime is heterogeneous, so that early defects, due to say poor quality parts or installation, may occur. There is a lag between failure and corrective replacement and so we model the cost of downtime. We determine the cost-rate, system reliability and average availability of a policy with an initial inspection (preventive maintenance) phase followed by a wear-out (corrective maintenance) phase. A numerical example illustrates and investigates characteristics of the policy. Results indicate that the scheduled time for preventive replacement and the effective visit-frequency have the largest effect on policy performance. The policy is scalable to multi-component systems in a way that facilitates the study of grouping policies.
Citations (9)
... The model applies naturally in the context of protection systems that are geographically distributed, where maintenance activities tend to occur only at fixed and periodic time intervals. 34 Thus, the motivations for the model are: (i) the maintainer maintains a large number of the systems (e.g. valves in a utility network or fire safety systems in buildings or emergency braking systems in transportation systems or other similar safety systems), (ii) the maintainer has limited time and resources for maintenance, so that replacement of failed systems and very old systems is prioritized, (iii) older systems are replaced regardless of their performance in the functional test, (iv) the systems may be geographically dispersed, for example power systems in remote regions, 35 (v) regulatory and safety standards may require certain maintenance activities to be performed at specific intervals, and (vi) environmental conditions, such as weather, affect the ability to carry out maintenance, necessitating the postponing of tasks to more favorable conditions (or seasons). ...
- Citing Article
May 2023
Reliability Engineering & System Safety
... that we call slots. [30][31][32][33] Let us suppose that maintenance is carried out only at these instances. For a protection system, this maintenance, first and foremost, will be a functional test of the protection system because failure of the protection system is only revealed at such a test. ...
- Citing Article
May 2022
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
... Frequent inspections tend to decrease the uncertainty, but they can also reduce the plant's availability and trigger accidents when operating in off-design conditions. However, the risk-based inspection (RBI) methodology, deemed the most beneficial approach, efficiently prioritizes the inspection and maintenance of the most critical components [87]. It assumes that a limited number of equipment items accounts for most of the overall risk. ...
- Citing Article
April 2021
Reliability Engineering & System Safety
... Excessively frequent inspections, however, result in higher system downtime and maintenance costs. This tradeoff has led to various studies to determine the optimal nondestructive inspection interval, considering the reliability and cost-effective operation of structures and systems [1][2][3][4]. ...
- Citing Article
January 2018
Journal of Loss Prevention in the Process Industries
... Recently, the number of deteriorated structures has been increasing, leading to a growing interest in methods for the repair and maintenance of deteriorated structures [1][2][3][4][5][6]. In Korea, masonry buildings constitute the largest proportion of deteriorated structures [7]. ...
- Citing Article
October 2016
Journal of Construction Engineering and Management
... As reported by Krikke et al. (2004), in e-commerce, the return of faulty/defective items can be up to 25% of total sales. Hence, to reduce the negative impacts of those faulty items delivered to the market, SC managers often perform all items inspection policy to certify that their products persuade the market expectations (Cavalcante et al. 2016). As a result, the SC manager must evaluate the internal costs associated with the inspection process and the post-sales costs of faulty items (Juran and Gryna 2016). ...
- Citing Article
- Full-text available
September 2016
Eksploatacja i Niezawodnosc - Maintenance and Reliability
... Berrade et al. (2017) and Oosterom et al.(2014) applied the delay time model (DTM) to determine the optimal maintenance policy under an assumption of postponed replacement (Berrade et al., 2017;Oosterom et al., 2014). Lopes et al (2015) pointed out why the application of inspection policy is important, failure management is also essential (Lopes et al., 2015). Despite the hundreds of literature and models being developed, its usage in the industry, especially in developing countries, is very thin. ...
- Citing Article
July 2015
Computers & Industrial Engineering
... 21,22 More targeted modeling of protection systems encompasses leased equipment, 23 minimizing the total risk level, 24 and multicriteria decision-making involving imperfect inspections. [25][26][27] Cavalcante and Lopes 25 specifically addressed opportunistic inspections. Further, there were explorations of opportunistic inspections for auxiliary (stand-by) systems in multi-component settings (e.g. ...
- Citing Article
- Full-text available
August 2014
Mathematical Problems in Engineering
... Opportunistic maintenance is also proposed and applied to modern systems. It combines preventive and corrective maintenance and allows the maintenance crew to conduct additional inspections after corrective maintenance has been done [29]. Opportunistic maintenance is particularly suitable for energy infrastructure assets with low accessibility of maintenance and high logistic costs [30]. ...
- Citing Article
February 2015
Energy