Concepedia

Abstract

Control systems often operate in the presence of delays, primarily due to the time it takes to acquire the information needed for decision-making, to create control decisions, and to execute these decisions, as shown in Figure 1. Systems with delays arise in engineering, biology, physics, operations research, and economics. In traffic-flow models, the drivers’ delayed reactions, which combine sensing, perception, response, selection, and programming delays, must be considered [1–3]. These delays are critical in accounting for human behavior, analyzing traffic-flow stability, and designing collision-free traffic flow using adaptive cruise controllers [4]. Material distribution and supply-chain systems are composed of interconnected supply-demand points that share products and information in order to regulate inventories and respond to customer demands [5]. Sources of delay in supply chains include decision-making, transportation-line delivery, and manufacturing facilities that work with lead times [6]. These delays, which influence every stage of the supply-demand chain, deteriorate inventory regulation, thereby causing financial losses, inefficiencies, and reduced quality-of-service [7]. In process control, delay terms arise from mass-transport phenomena in stirred-tank reactors and flow-temperature-composition control [8, 9]. In milling processes, the flexibility of the cutting tool prevents a tooth from precisely machining the desired chip thickness, causing the following tooth to encounter the uncut portion of the chip in the form of an additional force [10, 11]. In this setting, the delay arises since the forces affecting the dynamics are associated with past events. In the milling process, the delay is the tooth-passing period, which is related to the spindle speed. If the

References

YearCitations

Page 1