Physics-informed neural networks (PINNs) can be used to solve partial differential equations
(PDEs) and identify hidden variables by incorporating the governing equations into neural …

The majority of premixed industrial gas turbine combustion systems feature two or more
separately controlled fuel lines. Every additional fuel line improves the operational flexibility …

The micromix combustion principle is a dry low NOx combustion concept for high hydrogen
fuels in gas turbines. In the can-type combustor, where multiple micromix flames are …

This work presents a data-driven optimization technique for the optimization of the flame
response within a low-order acoustic network model. The methodology exploits the Nyquist …

Gas turbines that are used as compressor drives are often operated in the part load regime
because compressor stations are usually designed for operation with full power at extreme …

The design of gas turbine combustors for optimal operation at different power ratings is a
multifaceted engineering task, as it requires the consideration of several objectives that must …

Gas turbines that are used as compressor drives are often operated in the part load regime
because compressor stations are usually designed for operation with full power at extreme …