Zobrazeno 1 - 10 of 35 pro vyhledávání: '"Jae-Hoi Gu"'
1
Akademický článek
Predicting Liquid Natural Gas Consumption via the Multilayer Perceptron Algorithm Using Bayesian Hyperparameter Autotuning
Autor: Hyungah Lee, Woojin Cho, Jong-hyeok Park, Jae-hoi Gu
Publikováno v: Energies, Vol 17, Iss 10, p 2290 (2024)
Reductions in energy consumption and greenhouse gas emissions are required globally. Under this background, the Multilayer Perceptron machine-learning algorithm was used to predict liquid natural gas consumption to improve energy consumption efficien
Externí odkaz: https://doaj.org/article/1abe7bee583549ff86838e4cc730f194
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2
Akademický článek
Optimization Techniques and Evaluation for Building an Integrated Lightweight Platform for AI and Data Collection Systems on Low-Power Edge Devices
Autor: Woojin Cho, Hyungah Lee, Jae-hoi Gu
Publikováno v: Energies, Vol 17, Iss 7, p 1757 (2024)
Amidst an energy crisis stemming from increased energy costs and the looming threat of war, there has been a burgeoning interest in energy conservation and management worldwide. Industrial complexes constitute a significant portion of total energy co
Externí odkaz: https://doaj.org/article/d98fc45d4a634cb6b0a0ded3926eaf4f
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3
Akademický článek
Prediction of Food Factory Energy Consumption Using MLP and SVR Algorithms
Autor: Hyungah Lee, Dongju Kim, Jae-Hoi Gu
Publikováno v: Energies, Vol 16, Iss 3, p 1550 (2023)
The industrial sector accounts for a significant proportion of total energy consumption. Factory Energy Management Systems (FEMSs) can be a measure to reduce energy consumption in the industrial sector. Therefore, machine learning (ML)-based electric
Externí odkaz: https://doaj.org/article/b221e5aefe844c61b376a2babae27fb6
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5
Akademický článek
Transesterification Kinetics of Waste Vegetable Oil in Supercritical Alcohols
Autor: Nawaraj Sanjel, Jae Hoi Gu, Sea Cheon Oh
Publikováno v: Energies, Vol 7, Iss 4, Pp 2095-2106 (2014)
The kinetic analysis method using the non-isothermal technique was proposed to determine the kinetic parameters for the transesterification reaction of waste vegetable oil (WVO) in supercritical alcohols. To investigate the transesterification of WVO
Externí odkaz: https://doaj.org/article/c4b874283f944e96893fb81ae062c197
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