Data-driven online energy management framework for HVAC systems: An experimental study D Zhao, D Watari, Y Ozawa, I Taniguchi, T Suzuki, Y Shimoda, T Onoye Applied Energy 352, 121921, 2023 | 13 | 2023 |
A thermal comfort and peak power demand aware VRF heating/cooling management framework: Simulation and on-site experiment D Zhao, D Watari, Y Ozawa, I Taniguchi, T Suzuki, Y Shimoda, T Onoye Journal of Information Processing 30, 476-485, 2022 | 10 | 2022 |
Online management framework for building HVAC systems considering peak shaving and thermal comfort: An experimental study D Zhao, D Watari, Y Ozawa, I Taniguchi, T Suzuki, S Shiochi, Y Shimoda, ... Proceedings of the 9th Workshop on Modeling and Simulation of Cyber-Physical …, 2021 | 4 | 2021 |
Exploring of Recursive Model-Based Non-Intrusive Thermal Load Monitoring for Building Cooling Load K Okazawa, N Kaneko, D Zhao, H Nishikawa, I Taniguchi, T Onoye Companion Proceedings of the 14th ACM International Conference on Future …, 2023 | 3 | 2023 |
Scheduling for Multiple HVAC Systems with Electrical Power Allocation K Kato, D Watari, D Zhao, H Nishikawa, I Taniguchi, T Onoye 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE), 226-227, 2022 | 2 | 2022 |
Non-intrusive thermal load disaggregation and forecasting for effective HVAC systems N Kaneko, K Okazawa, D Zhao, H Nishikawa, I Taniguchi, H Murayama, ... Applied Energy 367, 123379, 2024 | 1 | 2024 |
Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning S Nonaka, I Taniguchi, H Nishikawa, D Zhao, F Catthoor, T Onoye Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 1 | 2023 |
RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC Systems N Kaneko, K Okazawa, D Zhao, H Nishikawa, I Taniguchi, T Onoye Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023 | 1 | 2023 |
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation Y Ozawa, D Zhao, D Watari, I Taniguchi, T Suzuki, Y Shimoda, T Onoye 2023 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2023 | 1 | 2023 |
An Evaluation of Electricity Demand Forecasting Models for Smart Energy Management Systems N Kaneko, K Iwabuchi, K Kato, D Watari, D Zhao, I Taniguchi, ... 2022 19th International SoC Design Conference (ISOCC), 195-196, 2022 | 1 | 2022 |
A Low-cost Privacy Concerning Occupancy Estimation System for HVAC Control D Zhao, I Taniguchi, T Onoye 2022 International Conference on Electronics, Information, and Communication …, 2022 | 1 | 2022 |
Optimizing VRF System Operation for Energy Efficiency under Power Constraints: On-Site Experiment T Theint Thu, H Malfait, K Kato, D Zhao, H Nishikawa, I Taniguchi, ... Proceedings of the 15th ACM International Conference on Future and …, 2024 | | 2024 |
Extending Multi-time Scale Energy Management System to Support Wind Power Generation S Mitsunaga, D Zhao, H Nishikawa, I Taniguchi, T Onoye Proceedings of the 15th ACM International Conference on Future and …, 2024 | | 2024 |
Thermal Comfort-aware Aggregation via Multi-HVAC Systems for Demand-side Flexibility R Sasaki, S Nonaka, D Zhao, H Nishikawa, I Taniguchi, T Onoye Proceedings of the 15th ACM International Conference on Future and …, 2024 | | 2024 |
Evaluation of Deep Learning-Based Non-Intrusive Thermal Load Monitoring K Okazawa, N Kaneko, D Zhao, H Nishikawa, I Taniguchi, F Catthoor, ... Energies 17 (9), 2012, 2024 | | 2024 |
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering D Zhao, Z Chen, Z Li, X Yuan, I Taniguchi 2024 IEEE Power & Energy Society General Meeting (PESGM), 2024 | | 2024 |
Operation Scheduling for Multiple HVAC Systems under Power Constraints TT Thu, K Kato, D Zhao, H Nishikawa, I Taniguchi, T Onoye 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference …, 2023 | | 2023 |
Individual-Driven Spiking-Mixer Deep Learning Model for IRS-Assisted mmWave Systems Beam Training T Urakami, H Jia, D Zhao, N Chen, M Okada 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 296-297, 2023 | | 2023 |
Utilizing Contrastive Predictive Coding for the Detection of Epilepsy in EEG Data Z Wang, G Zhu, H Jia, KT Suzuki, D Zhao, N Ono, MD Altaf-Ul-Amin, ... 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 346-347, 2023 | | 2023 |
Exploring Models of Electricity Price Forecasting: Case Study on A FCAS Market K Kato, K Iwabuchi, D Watari, D Zhao, H Nishikawa, I Taniguchi, T Onoye Companion Proceedings of the 14th ACM International Conference on Future …, 2023 | | 2023 |