Prediction of building power consumption using transfer learning-based reference building and simulation dataset Y Ahn, BS Kim Energy and Buildings 258, 111717, 2022 | 51 | 2022 |
Development of early fire detection model for buildings using computer vision-based CCTV Y Ahn, H Choi, BS Kim Journal of Building Engineering 65, 105647, 2023 | 50 | 2023 |
Building energy demand prediction model using Fourier transform based schedule analysis algorithm Y Ahn, Y Lee, E Oh, BS Kim Korean Journal of Air-Conditioning and Refrigeration Engineering 32 (8), 386-397, 2020 | 9 | 2020 |
Prediction of heating energy consumption using machine learning and parameters in combined heat and power generation YS Ahn, HJ Kim, SK Lee, B Sean Kim Korean Journal of Air-Conditioning and Refrigeration Engineering 31 (8), 352-360, 2019 | 8 | 2019 |
Development of a Real-time Safest Evacuation Route using Internet of Things and Reinforcement Learning in Case of Fire in a Building Y Ahn, H Choi Journal of the Korean Society of Safety 37 (2), 97-105, 2022 | 4 | 2022 |
Smoke Particle-Source Prediction Model Based on Multiple Optical Wavelengths Using Deep Learning Y Ahn, K Han, H Yang, S Kim, JH Ryu, K Lee International Journal of Fire Science and Engineering 37 (2), 20-29, 2023 | 2 | 2023 |
BIM-based augmented reality navigation for indoor emergency evacuation Y Ahn, H Choi, R Choi, S Ahn, BS Kim Expert Systems with Applications 255, 124469, 2024 | 1 | 2024 |
Validation of building power Consumption prediction accuracy according to Frozen number of layers based on transfer learning Y Ahn, KI Chin, YJ Lee Journal of the Korean Solar Energy Society 40 (6), 151-160, 2020 | 1 | 2020 |
Development of a Multiple-Task Learning Model Using a Multiple-Wavelength Smoke Detector to Classify Fire Sources and Predict Smoke Concentration Y Ahn Available at SSRN 5022037, 0 | | |