Jumi Baek

Prediction of optimum heating timing based on artificial neural network by utilizing BEMS data

Jihoon Jang, Jumi Baek, Seung-Bok Leigh · Journal of Building Engineering · 2018 · 39 citations

Engineering, Energy Management, Energy Efficiency +10

The Derivation of Cooling Set-Point Temperature in an HVAC System, Considering Mean Radiant Temperature

Jinmog Han, Jongkyun Bae, Jihoon Jang et al. · Sustainability · 2019 · 22 citations · Full text

Radiative Heat Transfer, Engineering, Energy Efficiency +22

Investigating Primary Factors Affecting Electricity Consumption in Non-Residential Buildings Using a Data-Driven Approach

Sooyoun Cho, Jee Hang Lee, Jumi Baek et al. · Energies · 2019 · 18 citations · Full text

Engineering, Machine Learning, Energy Efficiency +17

Proposal of a correction factor for predicting the thermal transmittance of building envelopes in existing buildings accounting for aging and environmental conditions

Jiyeon Byun, Jumi Baek, Jisoo Shim et al. · Building and Environment · 2023 · 18 citations

Built Environment, Correction Factor, Building Envelopes +13