Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study

Virtual Reality (VR) has been used for training aircraft pilots, maritime seafarers, operators, etc as it provides an immersive environment with realistic lifelike quality. We developed and implemented a VR-based Liquefied Natural Gas (LNG) firefighting simulation system with head-mounted displays (HMD) and novel human factors evaluation that could train and assess both technical and non-technical skills in the firefighting scenarios. The proposed human factors evaluation is based on a competence model and the non-technical skills such as situation awareness, vigilance, and decision making of seafarers could be assessed. An experiment was carried out with 6 trainees and 2 trainers using the implemented LNG firefighting simulation system. The results show that that the maritime trainees felt the VR scene was realistic to them, evoked similar emotions (such as fear, stress) during the demanding events as in the real world and made them attentive during the experience.

[1]  G. Clifford,et al.  The evaluation of an open source online training system for teaching 12 lead electrocardiographic interpretation. , 2016, Journal of electrocardiology.

[2]  N. Corcoran,et al.  Lessons Learned and New Challenges: Re-evaluation of End-User Assessment of a Skills-Based Training Program for Urology Trainees , 2019, Journal of medical education and curricular development.

[3]  Fabio Bruno,et al.  Virtual museum system evaluation through user studies , 2017 .

[4]  Chun-Hsien Chen,et al.  Task Measures for Air Traffic Display Operations , 2020, IHSI.

[5]  Robert W. Lindeman,et al.  Creating a Stressful Decision Making Environment for Aerial Firefighter Training in Virtual Reality , 2019, 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR).

[6]  E. Joelianto,et al.  Virtual Reality Flight Simulator , 2017 .

[7]  David L. Tate,et al.  Virtual environments for shipboard firefighting training , 1997, Proceedings of IEEE 1997 Annual International Symposium on Virtual Reality.

[8]  M. S. Lvov,et al.  Simulation technologies of virtual reality usage in the training of future ship navigators , 2019, AREdu.

[9]  Guanghui Chen,et al.  The Efficacy of Immersive Virtual Reality Surgical Simulator Training for Pedicle Screw Placement: A Randomized Double-Blind Controlled Trial. , 2018, World neurosurgery.

[10]  Soonhung Han,et al.  A virtual reality based fire training simulator integrated with fire dynamics data , 2012 .

[11]  H. Colt,et al.  Virtual reality bronchoscopy simulation: a revolution in procedural training. , 2001, Chest.

[12]  Taesung Kim,et al.  A team-based firefighter training platform using the virtual environment , 2010, VRCAI '10.

[13]  Taku Komura,et al.  A Virtual Reality Dance Training System Using Motion Capture Technology , 2011, IEEE Transactions on Learning Technologies.

[14]  Olga Sourina,et al.  Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display , 2019, AHFE.

[15]  Rhona Flin,et al.  Developing a Method for Evaluating Crew Resource Management Skills: A European Perspective , 2002 .

[16]  Kyungsik Han,et al.  Being More Focused and Engaged in Firefighting Training: Applying User-Centered Design to VR System Development , 2019, VRST.

[17]  T Sato,et al.  A Training System of Orientation and Mobility for Blind People Using Acoustic Virtual Reality , 2011, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[18]  Olga Sourina,et al.  Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator , 2020, Adv. Eng. Informatics.

[19]  Cédric Sanza,et al.  A Distributed Virtual Storytelling System for Firefighters Training , 2003, International Conference on Virtual Storytelling.

[20]  Andres G. Abad,et al.  Design and evaluation of a gamified system for ERP training , 2016, Comput. Hum. Behav..

[21]  Sooyoung Yoo,et al.  A personalized mobile patient guide system for a patient-centered smart hospital: Lessons learned from a usability test and satisfaction survey in a tertiary university hospital , 2016, Int. J. Medical Informatics.

[22]  Shuxiang Guo,et al.  Design and evaluation of safety operation VR training system for robotic catheter surgery , 2017, Medical & Biological Engineering & Computing.

[23]  Chris Shaw,et al.  Firefighter command training virtual environment , 2003, TAPIA '03.

[24]  Alexei Sourin,et al.  Mid-air interaction with optical tracking for 3D modeling , 2018, Comput. Graph..