AHFE Open AccessSecuring Worker and Heavy Equipment Safety in Shipyards: A Study on Collision Prevention AI Systems
Open Access
Article
Conference Proceedings
Authors: Ji-yeon Kim, Ki-hwan Kim, Young Jin Kang, Seok Chan Jeong
Abstract
Accidents between heavy machinery and workers frequently occur in shipyards, leading to severe casualties. To address this issue, this study developed and evaluated an AI-based collision prevention system that can enhance safety between heavy machinery and workers in shipyards. We utilized the shipyard environment in Korea to train an AI model with GPS data from workers and key heavy machinery. The AI model demonstrated the ability to predict collisions with an accuracy exceeding 90% during tests. This research suggests the potential for innovative improvements in safety management in shipyards and anticipates more advanced results with future on-site applications.
Keywords: Shipyard, Collision Prevention, AI
DOI: 10.54941/ahfe1005547
Cite this paper
Downloads
589
Visits
1229
More from this volume
← Development of a Metamaterial Numerical Model for Improving 3D-Printed Lower-Limb Prosthetic LinersCase study on the software-supported development of competences in Scenario-Technique →
- Exploring the Potential of Generative Artificial Intelligence in Human-Centred Design
- A Structured Method for the Selection of Business Processes Suitable for Robotic Process Automation
- Does it Feel Safer? A Pilot Study on the Stress Levels of Humans for Varied Robot Control Strategies and Collaboration Scenarios
- Building a Multicamera and Multimodal 3D Skeleton-based Pose Estimation Dataset to Enhanced Human-Robot Collaboration
- Towards narrative-based technology to assist people with dementia when going out
- Enhancing Worker Well-Being: A Study on Assistive Assembly to Mitigate Work-Related Musculoskeletal Disorders and Modulate Cobot Assistive Behavior
- Ostrich Locomotion-Inspired Walking Cane for Senior Adventurers
- Culturally Sensitive Mobile App for Female Sanitation and Hygiene in Low-income Countries
- Use Of Assistive Technologies For People With Visual Impairment: Smart Glove Design For Clothing Field
- Reflexivity for experiential learning and a tool to transform digital practices: Two examples of didactic devices
- Solid-enabled personal online data stores: uncovering UX implications for online data management
- The Role of Colour in Urban Place-Making: A Study of Public Art in Lisbon