Resilience-driven maintenance scheduling methodology for multi-agent production line system

Engineering Resilience Quantification and System Design Implications: A Literature Survey

“…Although POMDP allows self-learning and is self-adaptive, a strenuous initial condition is required to define the behavior, reward, and actions to enable an accurate self-learning capability. Considering the evolving characteristics of complex adaptive systems (CASs), the agent-based simulation technique could be potentially used by system designers as a sophisticated tool for analyzing the disruptions in an adaptive evolving simulation environment [26,79,80]. Although some initial efforts have been made in modeling engineering systems for the resilience assessment as reported in the literature, more effective predictive resilience analysis methodology and tools that are readily used in various system design applications should be developed in addition to uncovering different engineering resilience quantification metrics.…”

“…To date, the implementation of the engineering resilience concept has been widely spotted in various engineering disciplines. Many of the engineering resilience implementations are associated with large-interconnected-complex systems, such as transportation systems [11][12][13][14][15][16][17][18][19], power systems [5,[20][21][22][23][24], production systems [25][26][27][28][29][30], multitier supply chains [3,25,[31][32][33][34][35][36][37][38][39], general infrastructure systems [5,20,[40][41][42][43][44][45][46][47], health care systems [48][49][50][51], and many more. The implementation of engineering resilience is not only limited to complex systems applications, but the engineering resilience concept could also be implemented to single-mechanicaldesign...…”