Evaluation of a Basic Principle SMR Simulator for Experimental Human Performance Research Studies

Claire Blackett
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Abstract

Simulator studies are important to understanding and collecting data on human performance, especially for first-of-a-kind technologies such as Small Modular Reactors (SMR) and/or in cases where the role of the human operator is expected to change, such as in multi-unit operations. But not all simulators are the same, and the level of complexity and fidelity of the simulator can significantly affect the possibilities for data collection. As a researcher, how can you evaluate whether the simulator you are using is suitable for the studies that you wish to run? In 2020, the researchers of the Halden Reactor Project (HRP) activity on operation of multiple small modular reactors had a unique opportunity to explore this question. A multi-unit basic principle integral pressurised water reactor (iPWR) simulator was installed in the FutureLab facility in Halden, Norway in early 2019, and a first, small study was conducted in late 2019 to test the simulator environment and study design. The simulator was provided to the HRP free of charge by the International Atomic Energy Agency (IAEA). It is important to note that the simulator was not designed for performance of research studies, but rather as an education tool to demonstrate the basic principles and concepts of SMR operation, and as such is limited in scope by design. The goal for the small study in 2019 was to determine whether the basic principle simulator could enable investigation of predefined topics relevant to SMR operations research, such as monitoring strategies, prioritization of taskwork and staffing requirements in multi-unit environments. The study involved two experienced former control room operators, who were tested individually in a series of scenarios of increasing complexity in a multi-unit control room setup, observed by experienced experimental researchers. Further studies with licensed control room operators were planned for 2020, but due to the COVID-19 pandemic these plans had to be postponed. Instead, the research team took the opportunity to reflect on the experience of the 2019 small study, to perform a more detailed analysis of the study results and to substantiate the feasibility of the test environment for future experimental data collection. The detailed analysis was performed in a workshop format with the research project team using a set of questions related to specific aspects of the iPWR 3-unit control room setup. The team used a “traffic light” rating system to evaluate each question, where red indicated that that the test environment item under discussion is not currently feasible and would require redesign and extensive changes in order to use it; yellow indicated that the item is not currently feasible and would require moderate changes, and green indicated that the item is currently feasible, and some minor changes could be required. This paper describes the evaluation process in more detail, including the criteria for assessing the usefulness of the basic principle simulator for conducting experimental human performance studies in the future, and the results of the evaluation. While the list of criteria identified during this workshop is not considered exhaustive, these results are still expected to be useful to other researchers considering experimental control room studies to determine the level of complexity and fidelity that can be reasonably achieved in a control room simulator.
用于人体行为实验研究的基本原理SMR模拟器的评估
模拟器研究对于理解和收集有关人员性能的数据非常重要,特别是对于小型模块化反应堆(SMR)等首创技术和/或在期望人员操作员的角色发生变化的情况下,例如在多单元操作中。但并非所有模拟器都是相同的,模拟器的复杂程度和保真度会显著影响数据收集的可能性。作为一名研究人员,你如何评估你正在使用的模拟器是否适合你想要进行的研究?2020年,哈尔登反应堆项目(HRP)的研究人员在多个小型模块化反应堆的运行中获得了一个独特的机会来探索这个问题。2019年初,一个多单元基本原理整体压水堆(iPWR)模拟器安装在挪威哈尔登的FutureLab设施中,并于2019年底进行了第一次小型研究,以测试模拟器环境和研究设计。该模拟器由国际原子能机构(原子能机构)免费提供给HRP。值得注意的是,模拟器不是为研究而设计的,而是作为一种教育工具来展示SMR操作的基本原则和概念,因此在设计范围上受到限制。2019年这项小型研究的目标是确定基本原理模拟器是否能够调查与SMR运筹学相关的预定义主题,例如多单元环境中的监测策略、任务工作的优先级和人员配置需求。该研究涉及两名经验丰富的前控制室操作员,由经验丰富的实验研究人员观察,他们在多单元控制室设置的一系列日益复杂的场景中分别接受了测试。计划在2020年与持牌控制室操作员进行进一步研究,但由于COVID-19大流行,这些计划不得不推迟。相反,研究小组借此机会反思了2019年小型研究的经验,对研究结果进行了更详细的分析,并为未来的实验数据收集证实了测试环境的可行性。详细的分析以研讨会的形式与研究项目团队一起进行,使用一组与iPWR 3单元控制室设置的特定方面相关的问题。该小组使用“红绿灯”评级系统来评估每个问题,其中红色表示正在讨论的测试环境项目目前不可行,需要重新设计和广泛更改才能使用它;黄色表示该项目目前不可行,需要进行适度的更改,绿色表示该项目目前可行,可能需要进行一些小的更改。本文更详细地描述了评估过程,包括评估基本原理模拟器在未来进行实验性人体性能研究的有用性的标准,以及评估结果。虽然在本次研讨会期间确定的标准列表并不被认为是详尽的,但这些结果仍然有望对其他考虑实验控制室研究的研究人员有用,以确定在控制室模拟器中可以合理实现的复杂性和保真度水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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