Hybrid AI-Based Soil Moisture Prediction and Advisory System

Sahel T. Sande, Ruturaj R. Mane and Sanika C. Joshi

International Journal of Scientific Research in Science and Technology, 2026, vol. 13, issue 3, 485-491

Abstract: In the present study, a laboratory-scale swirl-stabilized dump combustor was used to investigate the dynamic characteristics. The dynamics of the flame was studied for progressively decreasing equivalence ratios till blowout occurred. The equivalence ratio was varied by decreasing the fuel flow rate at a given air flow rate. The combustion dynamics was represented in terms of time series data of pressure fluctuations, measured with a microphone, and fluctuations of intensity of flame emissions (CH* chemiluminescence), measured with a photomultiplier tube. The dynamics was characterized by means of power spectrum analysis and short time Fourier transform. The statistical moments are calculated based on fluctuation which gives the clear picture flame dynamics.

Keywords: combustor; chemiluminescence; statistical moments; flame; photomultiplier tube (search for similar items in EconPapers)
Date: 2026
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Persistent link: https://EconPapers.repec.org/RePEc:etm:ijsrst:v13:y2026:i3:id:1624

DOI: 10.32628/IJSRST26133159

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