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Towards Dynamic Criticality-Based Maintenance Strategy for Industrial Assets

机译:基于动态关键度的工业资产维护策略

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摘要

Abstract: An asset’s risk is a useful indicator for determining optimal time of repair/replacement for assets in order to yield minimal operational cost of maintenance. For a successful asset management practice, asset-intensive organisations must understand the risk profile associated with their asset portfolio and how this will change over time. Unfortunately, in many risk-based asset management approaches, the only thing that is known to change in the risk profile of the asset is the likelihood (or probability) of failure. The criticality (or consequences of failure) of asset is assumed to be fixed and has considered as more or less a static quantity that is not updated with sufficient frequency as the operating environment changes. This paper proposes a dynamic criticality-based maintenance approach where asset criticality is modeled as a dynamic quantity and changes in asset’s criticality is used to optimize maintenance plans (e.g. determining the optimal repair time/replacement age for an asset over it life cycle period) to have a better risk management and cost savings. An illustrative example is used to demonstrate the effect of implementing dynamic criticality in determining the optimal time of repair for a bridge infrastructure. It is shown that capturing changes in the criticality of the bridge over time and using this understanding in the risk analysis of the bridge provided the opportunity for better maintenance planning resulting to reduction of the total risk.
机译:摘要:资产风险是确定最佳维修/更换时间以使维护的运营成本降至最低的有用指标。为了成功进行资产管理,资产密集型组织必须了解与其资产组合相关的风险状况以及其随着时间的变化。不幸的是,在许多基于风险的资产管理方法中,唯一已知会改变资产风险状况的是失败的可能性(或可能性)。假定资产的关键性(或故障后果)是固定的,并且已被视为或多或少的静态数量,该静态数量不会随着操作环境的变化而以足够的频率进行更新。本文提出了一种基于动态临界度的维护方法,该方法将资产临界度建模为动态数量,并使用资产临界度的变化来优化维护计划(例如,确定资产在其生命周期内的最佳维修时间/更换年龄)具有更好的风险管理和成本节省。一个说明性示例用于说明在确定桥梁基础结构的最佳修复时间时实施动态关键度的效果。结果表明,随着时间的推移捕获桥梁的关键性变化,并在桥梁的风险分析中利用这种理解,可以提供更好的维护计划,从而降低总风险。

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