Mathematical modeling on application of wireless networks for industrial automation-factory automation

Abstract

Since traditional automation relies on wires, the machines’ versatility will be restricted. Thus maintenance is required to prevent cable wear and breakage, which would be costly and highlighted the importance of wireless connectivity in overcoming some of the limitations of conventional factory automation. Moreover, two of the most critical considerations, reliability and latency, need to be fulfilled so that a factory automation system can perform flawlessly. However, in factory automation, 0ms is the perfect condition since many machines share the same network. Furthermore, it can only reduce latency to a certain extent but not to zero. This study focuses on wireless networks for Industrial Automation Factor Automation’s system architecture, including network devices and topology, and then demonstrates one of the wireless networks’ main technologies, retransmission. This paper develops a mathematical analysis based on Negative Acknowledgement (NACK)-based retransmission mode as default retransmission for field devices to send data frames to the gateway device periodically. The results demonstrate an automatic on-demand retransmission (AODR) scheme able to provide higher efficiency of retransmission rate.

A Simulation Model for Small Aircraft Fuel System Design

“…System modelling is often required when dealing with complex systems with high non-linearity. Examples of non-linear systems that are studied through modelling and simulation are road traffic management systems (Valente et al, 2022), manufacturing processes and assembly stations (Brzozowska et al, 2023), air traffic control systems (Glover & Lygeros, 2004), wireless networks for automated factories (Ming et al, 2021), and many other engineering systems. All of these systems can be classified as non-linear, as even small changes in the input parameters can result in significant changes in the output.…”