Abstract

We present an open database of nuclear events focused on worldwide safety significance with potentials for precursors. Explaining our events collection method and classification approach, each of the 1250 events in the database has been subjugated to coherent breakdown of features such as significance, origin, operating conditions, failure chains, contributing factors, severity of failures, and others. The events have been analyzed by experts and researchers in nuclear technology and safety, and are accessible using a custom-made user interface, making the database the largest open, comprehensive, curated, and user-friendly database in the world. We find that the majority of events (52%) have originated outside the nuclear island compared to within (48%). The most commonly affected components are related to the emergency power and emergency core cooling systems (ECCS). Design residuals are the major contributor to systems’ unreliability, with an occurrence frequency of more than 20%. Finally, the importance of vigilance by the plant staff and regulators is highlighted, as the contribution of human/organizational factors is found to be similar to that of technical factors.

Highlights

  • Despite their dreadfulness, accidents in heavy industries can provide a unique opportunity for learning from mistakes and realizing existing weaknesses

  • We present an open database of nuclear events focused on worldwide safety significance with potentials for precursors

  • Park et al [11] used a similar approach in studying human error probabilities (HEP) using a subset of 193 reports pub­ lished by the Nuclear Event Evaluation Database (NEED), managed by the Korean Institute of Nuclear Safety (KINS)

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Summary

Introduction

Accidents in heavy industries can provide a unique opportunity for learning from mistakes and realizing existing weaknesses. Nuclear operational experience is well documented, maintained in different unsynchronized user-specific efforts and databases that suffer remarkable limitations on openness, Reliability Engineering and System Safety 213 (2021) 107781 completeness, scope, homogeneity, practical annotations, searchability, and technical risk metrics. Recognizing these limitations, our group at the ETH Zurich have been developing an open nuclear events database focused on worldwide safety significant events that have the potential to be precursors of accidents [21,22]. An appendix presents the full sets of considered initiating events and systems used for the classification in the ETHZ Curated Nuclear Events database

Data classification
Event details
Event significance
Contributing factors
Failure sequences
Database access tool
General statistics
Severity of events
Macro-analysis of contributing factors
Micro-analysis of causal and contributing factors
Conclusions
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