TY - JOUR
T1 - Immersive Technology for Human-Centric Cyberphysical Systems in Complex Manufacturing Processes
T2 - A Comprehensive Overview of the Global Patent Profile Using Collective Intelligence
AU - Govindarajan, Usharani Hareesh
AU - Trappey, Amy J.C.
AU - Trappey, Charles V.
N1 - Publisher Copyright:
© 2018 Usharani Hareesh Govindarajan et al.
PY - 2018
Y1 - 2018
N2 - Immersive technology for human-centric cyberphysical systems includes broad concepts that enable users in the physical world to connect with the cyberworld with a sense of immersion. Complex systems such as virtual reality, augmented reality, brain-computer interfaces, and brain-machine interfaces are emerging as immersive technologies that have the potential for improving manufacturing systems. Industry 4.0 includes all technologies, standards, and frameworks for the fourth industrial revolution to facilitate intelligent manufacturing. Industrial immersive technologies will be used for smart manufacturing innovation in the context of Industry 4.0's human machine interfaces. This research provides a thorough review of the literature, construction of a domain ontology, presentation of patent metatrend statistical analysis, and data mining analysis using a technology function matrix and highlights technical and functional development trends using latent Dirichlet allocation (LDA) models. A total of 179 references from the IEEE and IET databases and 2,672 patents are systematically analyzed to identify current trends. The paper establishes an essential foundation for the development of advanced human-centric cyberphysical systems in complex manufacturing processes.
AB - Immersive technology for human-centric cyberphysical systems includes broad concepts that enable users in the physical world to connect with the cyberworld with a sense of immersion. Complex systems such as virtual reality, augmented reality, brain-computer interfaces, and brain-machine interfaces are emerging as immersive technologies that have the potential for improving manufacturing systems. Industry 4.0 includes all technologies, standards, and frameworks for the fourth industrial revolution to facilitate intelligent manufacturing. Industrial immersive technologies will be used for smart manufacturing innovation in the context of Industry 4.0's human machine interfaces. This research provides a thorough review of the literature, construction of a domain ontology, presentation of patent metatrend statistical analysis, and data mining analysis using a technology function matrix and highlights technical and functional development trends using latent Dirichlet allocation (LDA) models. A total of 179 references from the IEEE and IET databases and 2,672 patents are systematically analyzed to identify current trends. The paper establishes an essential foundation for the development of advanced human-centric cyberphysical systems in complex manufacturing processes.
UR - http://www.scopus.com/inward/record.url?scp=85042507327&partnerID=8YFLogxK
U2 - 10.1155/2018/4283634
DO - 10.1155/2018/4283634
M3 - Article
AN - SCOPUS:85042507327
SN - 1076-2787
VL - 2018
JO - Complexity
JF - Complexity
M1 - 4283634
ER -