Graceful extensibility in asset management: extending the capacity to adapt in managing cyber-physical railway systems

Abstract

Graceful extensibility has been recently introduced and can be defined as the ability of a system to extend its capacity to adapt when surprise events challenge its boundaries. It provides basic rules that govern adaptive systems. Railway transportation systems can be considered cyber-physical systems that comprise interacting digital, analog, physical, and human components engineered for safe and reliable railway transport. This enables autonomous driving, new functionalities to achieve higher capacity, greater safety, and real-time health monitoring. New rolling stock introductions require continuous adaptations to meet the challenges of these complex railway systems as an introduction takes several years to complete and deals with changing stakeholder demands, new technologies, and technical constraints which cannot be fully predicted in advance. To sustain adaptability when introducing new rolling stock, the theory of graceful extensibility might be valuable but needs further empirical testing to be useful in the field. This study contributes by assessing the proto-theorems of graceful extensibility in a case study in the railway industry by means of adopting pattern-matching analysis. The results of this study indicate that the majority of theoretical patterns postulated by the theory are corroborated by the data. Guidelines are proposed for further operationalization of the theory in the field. Furthermore, case results indicate the need to adopt management approaches that accept indeterminism as a complement to the prevailing deterministic perspective, to sustain adaptability and deal effectively with surprise events. As such, this study may serve other critical asset introductions dealing with cyber-physical systems in their push for sustained adaptability.

MARLIN Method: Enhancing Warehouse Resilience in Response to Disruptions

“…The MARLIN method relies on the stress and strain model and the theory of graceful extensibility, two acknowledged concepts of resilience engineering that are currently being implemented practically [30,[36][37][38][39]. Differently, MARLIN merges these two concepts, giving a new practical application to this combination.…”

“…With this research, the authors contribute to the warehouse management literature by proposing a method to manage disruptions in today's complex cyber socio-technical systems. As mentioned, the MARLIN method relies on the stress and strain model and the theory of graceful extensibility, which are currently being implemented practically [30,[36][37][38][39]. Differently, MARLIN merges these two concepts, providing a new practical application to this combination.…”