4.7 Article

Human error identification and risk prioritization in overhead crane operations using HTA, SHERPA and fuzzy VIKOR method

Journal

EXPERT SYSTEMS WITH APPLICATIONS
Volume 42, Issue 20, Pages 7195-7206

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2015.05.033

Keywords

Human errors; HTA; SHERPA; FMEA; Fuzzy VIKOR; Risk assessment; Risk prioritization; Risk based decision making

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Human error identification and subsequent prioritization are the foremost tasks involved in HRA. In this study a methodology is developed for performing these tasks with an application to overhead crane operations. The application of the present methodology will help to understand how the risk associated with the human errors propagates through different hierarchy levels. The methodology provides a framework for quantifying the risk of different human errors using the experts' subjective opinions only. The incorporation of fuzzy VIKOR technique enables us develop a ranking mechanism for the failure modes where the individual constituent components are non-commensurable in nature. The developed ranking mechanism helps the decision makers in optimal allocation of safety critical resources, used for risk mitigation purposes. (C) 2015 Elsevier Ltd. All rights reserved.

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