1 Introduction Complex engineered systems are the core of our modern technological society. People rely on complex systems to provide many essential services, including transportation [1], energy [2, 3], water [4], and internet access [5]. Given the significant investment required, these systems are typically designed for long service lives. Throughout the lifecycle of these systems, however, the operating contexts and performance demands often change substantially over time.