An adaptive system-of-systems approach for resilient manufacturing

Abstract

To implement a resilient manufacturing system, adaptive systems are required to respond to changes and disruptions. In this article, we present a research prototype of an adaptive production system. Adaptivity is implemented here in three components and on different levels. The first component is an adaptive robotic system that can be easily trained to pick up heterogeneous parts and place them on an autonomously guided vehicle. This component implements adaptivity at the task level. The second component is a planning system that can be used to reschedule production orders on an ad hoc basis. This system also allows the simulation of machine failures to analyze resilience. This job shop planning system implements adaptivity at runtime at the level of production execution. The third component is a modular process modeling and execution system that enables adaptivity at the process level. It supports the users in redesigning production processes with the help of a graphical user interface. The overall system is modular, with the three components being run in an adaptive, agile, and decentralized way. It forms a system-of-systems that shows resilience to several disruptive events.

Smart Master Production Schedule for the Supply Chain: A Conceptual Framework

“…Thus it is beneficial action for the automation of processes; and (ii) the sustainability of SCs is favored by the minimization and mitigation of defects in two of its dimensions, economic and environmental, because achieving the ZDM strategy favors the reduction of costs, but also the reduction of emissions and energy, and raw material use [17,94]. It should also be noted that ZDM and resilience are related in the literature [97] as they share some significant points. The path toward higher resilience levels in SC involves promoting both properties that reduce the vulnerability of the SC to disruptive events and those that reduce its recovery time.…”

Manufacturing Systems for Unexpected Events: An Exploratory Review for Operational and Disruption Risks

“…To assess perturbations in a system-of-systems approach, Weichhart, et al [107] proposed an adaptive production system to achieve resilient manufacturing. They concentrated on operational disturbances such as machine breakdown.…”

Adaptive Fuzzy in Agriculture System

“…The adaptive nature of the Tsukamoto fuzzy method approach, which wants to be applied to the research system results focuses on the conditioning system of the cultivation room, where the adaptive system is emphasized on its ability to respond to changes and disturbances that occur in its natural cultivation environment [13].…”