English

Interactive Sensor Dashboard for Smart Manufacturing

Human-Computer Interaction 2020-05-12 v1

Abstract

This paper presents development of a smart sensor dashboard for Industry 4.0 encompassing both 2D and 3D visualization modules. In 2D module, we described physical connections among sensors and visualization modules and rendering data on 2D screen. A user study was presented where participants answered a few questions using four types of graphs. We analyzed eye gaze patterns in screen, number of correct answers and response time for all the four graphs. For 3D module, we developed a VR digital twin for sensor data visualization. A user study was presented evaluating the effect of different feedback scenarios on quantitative and qualitative metrics of interaction in the virtual environment. We compared visual and haptic feedback and a multimodal combination of both visual and haptic feedback for VR environment. We found that haptic feedback significantly improved quantitative metrics of interaction than a no feedback case whereas a multimodal feedback is significantly improved qualitative metrics of the interaction.

Keywords

Cite

@article{arxiv.2005.05025,
  title  = {Interactive Sensor Dashboard for Smart Manufacturing},
  author = {LRD Murthy and Somnath Arjun and Kamalpreet Singh Saluja and Pradipta Biswas},
  journal= {arXiv preprint arXiv:2005.05025},
  year   = {2020}
}

Comments

Was presented at 7th International Conference on PLMSS (Product Life Cycle Modelling, Simulation and Synthesis), Bangalore from 18th-20th Dec 2019

R2 v1 2026-06-23T15:27:11.080Z