生理学指標を考慮したリアルタイム高精度温冷感評価と低エネルギーウェアラブルエアコンの開発
Talk, 東京大学エネルギー総合学連携研究機構エネルギートランスフォーメーション(EX)研究会 (第3回EX研究会), Tokyo, Japan
Talks and Presentations
Pilot Study on a Low-Energy Wearable Air-Conditioner Based on A Novel Water-Electricity Hybrid Energy System
Conference proceedings talk, 16th International Conference on Applied Energy (ICAE2024), Niigata, Japan
Pilot Study on a Low-Energy Wearable Air-Conditioner Based on A Novel Water-Electricity Hybrid Energy System.
CNN-LSTMとアンサンブル学習を用いた電力スポット市場価格の予測及び予測信頼区間推定に関する研究
Talk, 43th Conference on Japan Society of Energy and Resources (JSER), Tokyo, Japan
Using Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) for day-ahead electricity price forecasting and insights for the prediction interval (PI) estimation.
Novel multimodal data for enhanced electricity spot price forecasting using a CNN-LSTM ensemble learning model for the Japan Electric Power eXchange (JEPX) spot market
Conference proceedings talk, 20th International Conference on the European Energy Market (EEM24), Istanbul, Turkey
Day-ahead electricity price forecasting using Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM).
Electricity spot price forecasting using a CNN-LSTM ensemble learning method
Talk, 令和6年電気学会全国大会 (IEEJ2024), Tokushima, Japan
Preliminary work focused on day-ahead electricity spot price forecasting using Long Short-Term Memory (LSTM).
Day-ahead electricity spot price prediction by knowledge-aware LSTM
Talk, 8th Applied Energy Symposium: Low carbon cities and urban energy systems (CUE2022), Matsue, Japan
Preliminary work focused on day-ahead electricity spot price forecasting using Long Short-Term Memory (LSTM).
Research on Low-energy Wearable Coolers by Capillary Action and Evaporation of Water
Talk, 41th Conference on Japan Society of Energy and Resources (JSER), Tokyo, Japan
Preliminary research focused on the realization of low-energy wearable coolers. More information here
Pilot study on early warning systems for thermal discomfort using body surface temperature for energy conservation in the building sector
Conference proceedings talk, International Conference on Applied Energy 2021 (ICAE2021), Bangkok, Thailand
Preliminary work explored both intrusive and non-intrusive method for Relative Thermal Sensation (RTS) assessment.
Research on thermal comfort evaluation by analyzing LF/HF value and heat flow rate considering energy conservation
Talk, IEEE 2019 Power and Energy Conference at Illinois (IEEE PECI 2019) (Poster), Urbana IL, USA
Preliminary work involved using the heart rate variability (HRV) index, specifically the LF/HF value, for real-time thermal comfort assessment. More information here
Research on thermal comfort by analyzing LF/HF value and heat flow rate considering energy conservation
Conference proceedings talk, 35th Conference on Japan Society of Energy and Resources (JSER), Tokyo, Japan
Preliminary work involved using the heart rate variability (HRV) index, specifically the LF/HF value, for real-time thermal comfort assessment.