학술논문

Training for Open-Ended Drilling through a Virtual Reality Simulation
Document Type
Conference
Source
2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) ISMAR Mixed and Augmented Reality (ISMAR), 2023 IEEE International Symposium on. :366-375 Oct, 2023
Subject
Computing and Processing
General Topics for Engineers
Signal Processing and Analysis
Training
Drilling
Industries
Geometry
Prototypes
Tutorials
Market research
virtual reality
open-ended practice
learning by mistakes
drilling
Human-centered computing
Interaction design
Interaction design process and methods
User centered design
Human computer interaction (HCI)
Interaction paradigms
Virtual reality
Language
ISSN
2473-0726
Abstract
Virtual Reality (VR) can support effective and scalable training of psychomotor skills in manufacturing. However, many industry training modules offer experiences that are close-ended and do not allow for human error. We aim to address this gap in VR training tools for psychomotor skills training by exploring an open-ended approach to the system design. We designed a VR training simulation prototype to perform open-ended practice of drilling using a 3-axis milling machine. The simulation employs near “endto-end” instruction through a safety module, a setup and drilling tutorial, open-ended practice complete with warnings of mistakes and failures, and a function to assess the geometries and locations of drilled holes against an engineering drawing. We developed and conducted a user study within an undergraduate-level introductory fabrication course to investigate the impact of open-ended VR practice on learning outcomes. Study results reveal positive trends, with the VR group successfully completing the machining task of drilling at a higher rate (75% vs 64%), with fewer mistakes (1.75 vs 2.14 score), and in less time (17.67 mins vs 21.57 mins) compared to the control group. We discuss our findings and limitations and implications for the design of open-ended VR training systems for learning psychomotor skills.