Search Results for author: Hyeok Kim

Found 2 papers, 1 papers with code

Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction

no code implementations3 Jul 2022 Muhammad Bilal, Hyeok Kim, Muhammad Fayaz, Pravin Pawar

Secondly, we also implemented time series forecasting models, ARIMA and VAR, in python to forecast household energy consumption of selected South Korean households with and without weather data.

energy management Gaussian Processes +4

Application of Genetic Algorithm for More Efficient Multi-Layer Thickness Optimization in Solar Cells

1 code implementation14 Sep 2019 Premkumar Vincent, Gwenaelle Cunha Sergio, Jaewon Jang, In Man Kang, Jaehoon Park, Hyeok Kim, Minho Lee, Jin-Hyuk Bae

The commonplace method used in optimization simulations, such as for optimizing the optical spacer layers' thicknesses, is the parameter sweep.

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