钻机模拟器场景训练提高钻井人员核心能力

Malini Manocha, Somesh Soni, Michalel Beck, Xavier Ramirez
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摘要

本文的范围是提出基于场景的游戏设计方法,用于钻井平台模拟器培训,以培训钻机控制系统的功能操作。基于场景的训练导致了传统和基于机动的训练方法的转变。培训司钻不同的技能和能力。它还被证明可以改善空间记忆、决策和其他认知技能。目标是通过培训使用这些方法来提高司钻的能力。在钻井平台上工作的钻井人员在高危环境中作业。司钻必须管理动态的、高风险的、不确定的情况,并管理钻机控制系统的多个操作。将基于模拟器的练习整合到训练中是为了提高安全性和性能。这项工作背后的动机是多方面的。首先,我们认识到,世界各地即将到来的钻井工人具有不同的学习能力、决策能力、风险调整能力和认知能力。钻井平台模拟器的目标是训练钻井人员利用他们的空间工作记忆(负责记录和恢复信息的记忆),在现实场景中部署更好的策略,减少错误和更快的响应。其次,钻井平台上的控制系统是不断变化的,这就要求钻井人员快速跟上速度。动态情况要求司钻监控这个复杂的系统,在控制系统上执行常规程序,并快速响应危险情况。钻井平台模拟器的技术进步意味着基于模拟器的演习可以提供即时反馈,可以在不同的场景下重复进行演习,集成了结构化的观察工具来记录和捕捉积极的行为以及需要改进的地方,培训钻井人员的技术和非技术技能,并制定绩效标准。我们正在探索基于场景的训练游戏设计方法的不同方法。钻井人员可以通过远程登录到基于物理的钻机训练模拟器来操作钻机训练模拟器应用程序,进行基于场景的培训。司钻会遇到各种情况——钻井功能障碍、情境功能障碍等。这两种方法在训练模拟器导航司钻通过不同的难度从初级到高级。通过一个多层次的课程,将不断增加的情境难度层(技术/非技术)的组织和进展呈现给司钻,使司钻能够解决并提高他的能力。测量司钻对功能障碍/情况的反应,并将其形成一个能力评估矩阵,以便培训部门决定是否需要额外的培训。在钻机模拟器中集成基于场景的游戏设计方法是培训钻井人员的一种创新方式。移动或基于web场景的游戏设计可以增强自我训练,从而提高钻井人员的生产力和信心。通过这种方法,开发了关键绩效指标来衡量司钻的能力。
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Scenario Based Training in Drilling Rig Simulator Improves Drillers Core Competency
The scope of this paper is to present scenario-based, game design methodology to driller workforce training in drilling rig simulator training exercises to train on functional operation of the rig control system. Scenario-based training has resulted in a shift from traditional and maneuver-based training approaches. It trains drillers on different skills and competencies. It has also shown to improve spatial memory, decision making and other cognitive skills. The objective is to use these methods via training to improve driller competency. Drillers working on drilling rigs operate in high-hazard environments. Driller has to manage situations that are dynamic in nature, high risk, uncertainty and manage multiple operations of the rig control systems. Integrating simulator-based exercises into training is designed to improve safety and performance. The motivations behind this work are multi-fold. First, we recognize that the incoming workforce of drillers across the world have different learning abilities, decision making skills, risk adjustments and cognitive skills. The drilling rig simulator's objective is to train drillers to deploy a better strategy, have fewer errors and faster response in real-world scenarios using their spatial working memory (memory responsible for the recording and recovery of information). Secondly, the control systems on a drilling rig is continuously changing which requires the drillers to get up to speed very quickly. Dynamic situations require the driller to monitor this complex system, perform routine procedures on the control systems, and quickly respond to hazardous situations. Technical advances in drilling rig simulators now means that the simulator-based exercises provides immediate feedback, has exercises that are repeatable with different scenarios, integrates a structured observation tool to record and capture positive behaviors as well as areas for improvement, trains drillers on technical and non-technical skills and plans performance standards. Different approaches to the scenario-based game design methodology of training are being explored. Drillers can operate the drilling rig training simulator application by remotely login to the physics-based drilling rig training simulator for scenario-based training. The driller is presented with various scenarios - drilling dysfunctions, situational dysfunctions, etc. Both the approaches in the training simulator navigates the driller through various levels of difficulty from beginner to advanced. The organization and progression of increasing layers of situational difficulty (technical / non-technical) are presented to the driller for the various scenarios through a multi-level course that allows the driller to tackle and improve his competency. The drillers response to the dysfunctions/situations are measured and formulated into a competency assessment matrix that allows the training department to determine if additional training is required. Integration of scenario-based game design methodology in the drilling rig simulator is an innovative way to train drillers. Mobile or web scenario-based game design can enhance self-training leading to better productivity and confidence in drillers. Key performance indicators were developed to measure the driller competency through this methodology.
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