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Developing a quantitative risk-based methodology for maintenance scheduling using Bayesian Network
Citation
Abbassi, R and Bhandari, J and Khan, F and Garaniya, V and Chai, S, Developing a quantitative risk-based methodology for maintenance scheduling using Bayesian Network, Chemical Engineering Transactions, 48 pp. 235-240. ISSN 2283-9216 (2016) [Refereed Article]
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Copyright Statement
Copyright 2016, AIDIC Servizi S.r.l.
Abstract
The main objective of the maintenance process is to increase equipment’s life while maintaining the safety and reliability of the process systems. The maintenance planning concerns identification of what and how to inspect, how often to inspect, and what maintenance actions to be taken. Even though the maintenance may be used as an effective means for controlling the degradation of systems, the procedures may also have considerable impact on the operation. It results in direct and indirect economic consequences in terms of shutdowns and unavailability of systems. Therefore, it is necessary to plan maintenance such that a balance is achieved between the expected benefit and the corresponding economic consequences implied by these activities. The objective of this research is to integrate predictive and preventive maintenance strategies in an optimal way to maintain the desired availability and safety integrity level while minimizing the maintenance intervals. The outcome of this work would help to conserve resources while maintaining overall system availability and the safety. The results showed that the risk-based methodology developed using Bayesian Network increases the reliability of the equipment and also optimizes the cost of maintenance. Application of the developed methodology is demonstrated on the maintenance of a power plant as a case study.
Item Details
| Item Type: | Refereed Article |
|---|---|
| Keywords: | risk-based maintenance, Bayesian network, power plant |
| Research Division: | Engineering |
| Research Group: | Environmental engineering |
| Research Field: | Environmentally sustainable engineering |
| Objective Division: | Manufacturing |
| Objective Group: | Environmentally sustainable manufacturing activities |
| Objective Field: | Environmentally sustainable manufacturing activities not elsewhere classified |
| UTAS Author: | Abbassi, R (Dr Rouzbeh Abbassi) |
| UTAS Author: | Bhandari, J (Mr Jyoti Bhandari) |
| UTAS Author: | Khan, F (Professor Faisal Khan) |
| UTAS Author: | Garaniya, V (Associate Professor Vikram Garaniya) |
| UTAS Author: | Chai, S (Professor Shuhong Chai) |
| ID Code: | 109277 |
| Year Published: | 2016 |
| Web of Science® Times Cited: | 41 |
| Deposited By: | NC Maritime Engineering and Hydrodynamics |
| Deposited On: | 2016-06-07 |
| Last Modified: | 2017-12-12 |
| Downloads: | 15 View Download Statistics |
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