Failures in high value, safety-critical, inaccessible, and productivity-critical systems is an area of significant research interest. Despite advances predictive continuous maintenance services, there still a need for more ambitious approach to preserve system’s functions despite degradation damage. This paper presents the concept self-engineering (SE) system which utilises techniques such as s...