While analytical solutions of critical (phase) transitions in dynamical systems are abundant
for simple nonlinear systems, such analysis remains intractable for real-life dynamical …

Thermoacoustic instability (TAI) is a critical issue in modern lean-burn gas-turbine
combustors, which is induced by a strong coupling between the resonant combustor …

Normal diffusion flame or partially premixed flame is used in many applications, such as
aviation engines, tanks, ocean vessels, and industrial furnaces, because of its high flame …

The topic of thermoacoustic instabilities in combustors is well-investigated, as it is important
in the field of combustion, primarily in gas-turbine engines. In recent years, much attention …

Transitions from stable to unstable states occurring in dynamical systems can be sudden
leading to catastrophic failure and huge revenue loss. For detecting these transitions during …

Anomaly detection is an essential step in the task of automating complex processes,
allowing the control algorithm to identify any undesirable operation and take preventive or …

Real-time condition monitoring of complex dynamical systems is of critical importance for
predictive maintenance. This chapter focuses on data-driven techniques of fault diagnostics …

In many cyber-physical systems, imaging can be an important but expensive ordifficult to
deploy'sensing modality. One such example is detecting combustion instability using flame …

In cyber-physical systems, along with the accuracy of decision-making, interpretability
remains one of the important aspects to build user trust and generate domain insights …

Real-time condition monitoring of complex dynamical systems is of critical importance for
predictive maintenance. This chapter focuses on data-driven techniques of fault diagnostics …