Thermoacoustic instability (TAI) is a critical challenge for modern lean-burn combustion
systems. This phenomenon is commonly undesired and should be avoided or suppressed to …

With the promotion of carbon neutrality policies, hydrogen burners are widely used in the
industrial field, and exploring the combustion characteristics and stable combustion …

Dual fuel combustion of low calorific industrial gas has been widely used in various types of
burners for industrial production needs. Fuel switching rule is purely empirical lacking …

Combustion instability has become a major problem in low-emission annular gas turbine
combustors. It is of practical importance to investigate the effects of transverse nozzle …

Considerable research has been reported on developing effective active control means to
suppress oscillating combustion. The typical pressure oscillation can be divided into linear …

The prediction and control of thermoacoustic instability play a crucial role in combustion
systems. This paper presents a novel methodology that employs attention transfer learning …

The suppression performance of multiple neural network controller on the longitudinal
combustion instability is investigated in the Volvo bluff-body stabilized premixed flame. Two …

The pilot stage plays a crucial role in central-staged combustion technology. This study
aimed to investigate the impact of the jet-type pilot stage on the flame structure and …