A Deep Learning Approach to Detect Lean Blowout in Combustion Systems. (arXiv:2208.01871v1 [cs.LG])

Lean combustion is environment friendly with low NOx emissions and also
provides better fuel efficiency in a combustion system. However, approaching
towards lean combustion can make engines more susceptible to lean blowout. Lean
blowout (LBO) is an undesirable phenomenon that can cause sudden flame
extinction leading to sudden loss of power. During the design stage, it is
quite challenging for the scientists to accurately determine the optimal
operating limits to avoid sudden LBO occurrence. Therefore, it is crucial to
develop …

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