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Seongkyun Im

Korea University

1 Anam-dong 5 ka

Seoul, 136-701

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

4

DOWNLOADS

366

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

Machine Learning-Based Prediction of Swirl Combustor Operation from Flame Imaging

Number of pages: 17 Posted: 04 Apr 2024
Cheolwoo Bong, Mohammed H. A. Ali, Seongkyun Im, Hyungrok Do and Moonsoo Bak
affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University, Seoul National University - Department of Mechanical Engineering and Sungkyunkwan University
Downloads 107 (654,668)
Citation 1

Abstract:

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Swirl combustor, Operation condition monitoring, Abnormality detection, Convolutional autoencoder, Gradient-weighted activation mapping

2.

Hydrogen Enrichment Effects on Combustion Dynamics and Emissions in a Hydrogen/Methane Combustor

Number of pages: 36 Posted: 04 Mar 2025
Duy-Tan Vo, Yoonhyeong Jeong, Ui Deok Lee, Thi Thanh Giang Le, Hee Su Moon, Seongkyun Im and Jaiyoung Ryu
Chung-Ang University, Korea University, Chung-Ang University, Korea University, Korea University, Korea University and Korea University
Downloads 90 (759,537)

Abstract:

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Combustor, gas turbine, hydrogen blend, FlameSheetTM Combustor, premixed combustion, Computational fluid dynamics (CFD)

3.

Pre-Processing Effects on Laser-Induced Breakdown Spectroscopy with Machine Learning for Plastic Classification

Number of pages: 38 Posted: 06 Sep 2022
Jieun Kang, Jungwun Lee, Moonsoo Bak and Seongkyun Im
Korea University, Sungkyunkwan University, Sungkyunkwan University and Korea University
Downloads 85 (777,583)

Abstract:

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Plastic waste sorting, LIBS, principal component analysis, k-nearest neighbors, support vector machine

4.

Influence of Wall Heat Loss on Emission Characteristics of Nh3/Ch4/Air Premixed Flame in a Model Gas-Turbine Combustor

Number of pages: 32 Posted: 26 Jan 2024
Jeongje Park, Young Tae Guahk, Eun Kyung Lee, Hookyung Lee, Seongkyun Im, Min Jung Lee and Namsu Kim
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 84 (783,685)

Abstract:

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Ammonia, methane, model gas-turbine combustor, wall heat loss, NO emission, N2O emission