In a smart factory environment, a much larger amount of data is transmitted in the workshop networks bringing big challenges to data transfer capability and energy usage efficiency. In the workshop, two main networks, i.e., wired/wireless fieldbus networks (WFNs) and wireless sensor networks (WSNs), are usually used to collect and transmit data separately; thus, this work proposes a mobile and hierarchical data transmission architecture to integrate these two networks also taking advantages from the existing Mobile Intelligence in smart factories, such as AGVs (Automatic Guided Vehicles), to implement a novel data and materials delivery scheme well suited for modern Industrial Wireless Sensor Networks (IWSNs). Simulation experiments demonstrated how the proposed approach, running within the IWSN, significantly increases data delivery efficiency also achieving better energy usage, by 4 times, respect to the separated networks without any Mobile Intelligence support.

A Novel Mobile and Hierarchical Data Transmission Architecture for Smart Factories

Pace, Pasquale;Fortino, Giancarlo
2018-01-01

Abstract

In a smart factory environment, a much larger amount of data is transmitted in the workshop networks bringing big challenges to data transfer capability and energy usage efficiency. In the workshop, two main networks, i.e., wired/wireless fieldbus networks (WFNs) and wireless sensor networks (WSNs), are usually used to collect and transmit data separately; thus, this work proposes a mobile and hierarchical data transmission architecture to integrate these two networks also taking advantages from the existing Mobile Intelligence in smart factories, such as AGVs (Automatic Guided Vehicles), to implement a novel data and materials delivery scheme well suited for modern Industrial Wireless Sensor Networks (IWSNs). Simulation experiments demonstrated how the proposed approach, running within the IWSN, significantly increases data delivery efficiency also achieving better energy usage, by 4 times, respect to the separated networks without any Mobile Intelligence support.
2018
Conferences; Data communication; Industrial Wireless Sensor Networks; Intelligent sensors; Mobile Intelligence; Production facilities; Smart Factory; Smart manufacturing; Wired/Wireless Fieldbus Networks; Wireless sensor networks; Control and Systems Engineering; Information Systems; Computer Science Applications1707 Computer Vision and Pattern Recognition; Electrical and Electronic Engineering
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/280039
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 49
  • ???jsp.display-item.citation.isi??? 42
social impact