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Dafang Zhao
Dafang Zhao
Other namesZHAO Dafang
Verified email at ist.osaka-u.ac.jp - Homepage
Title
Cited by
Cited by
Year
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
72022
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
42023
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
42021
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
22023
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
12023
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
12022
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering
D Zhao, Z Chen, Z Li, X Yuan, I Taniguchi
arXiv preprint arXiv:2402.13628, 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
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
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
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
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
2022
TRANSIENT RESPONSE AND NON-LINEAR CAPACITY VARIATION AWARE UNIFIED EQUIVALENT CIRCUIT BATTERY MODEL
D Zhao, I Taniguchi, F Catthoor, T Onoye
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
2022
A Rapid Feasibility Checking for Reconfiguration of Mismatched PV Arrays
D Zhao, F Ooshita, M Inoue
2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 3144-3149, 2019
2019
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