Dafang Zhao

38 papers Journal 16Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
A Deep Reinforcement Learning- and Linear Programming-based Hierarchical Aggregation Framework for Demand-side Flexibility.
e-Energy
Ren Sasaki, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2025 — conf
Carbon-Neutral Computing at the Edge: Scalable Greedy - LP Optimization of Green Data Centers.
MCSoC
Kazuki Okazawa, Hiroki Nishikawa, Dafang Zhao, Ittetsu Taniguchi, Takao Onoye, Marcos de Melo da Silva, Abdoulaye Gamatié
2025 — conf
HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site Experiments.
BuildSys
Dafang Zhao, Yang Deng, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye
2025 — conf
Multi-Time Scale Energy Management for Efficient Residential Energy Use with Electric Water Heaters.
e-Energy
Shuhei Mitsunaga, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2025 — conf
Ramp Rate Control for PV Systems Using Solar Irradiance Forecasting with Wavelet Transform and LSTM.
e-Energy
Koki Iwabuchi, Dafang Zhao, Ittetsu Taniguchi, Francky Catthoor, Takao Onoye
2025 J jnl
ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning.
CoRR
Yang Deng, Yaohui Liu, Rui Liang, Dafang Zhao, Donghua Xie, Ittetsu Taniguchi, Dan Wang
2024 J jnl
A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids.
CoRR
Dafang Zhao, Xihao Piao, Zheng Chen, Zhengmao Li, Ittetsu Taniguchi
2024 — conf
Comfort-Aware HVAC Aggregation for Enhancing Demand-Side Flexibility: Insights from an On-Site Experiment.
BuildSys
Harrison Malfait, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Toshihiro Suzuki, Takao Onoye
2024 — conf
Extending Multi-time Scale Energy Management System to Support Wind Power Generation.
e-Energy
Shuhei Mitsunaga, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2024 J jnl
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering.
CoRR
Dafang Zhao, Zheng Chen, Zhengmao Li, Xiaolei Yuan, Ittetsu Taniguchi
2024 — conf
Indoor Temperature Prediction for HVAC Energy Management using Smart Remote Controller.
BuildSys
Ren Sasaki, Kenshiro Kato, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2024 J jnl
Lagrangian dual theory and stability analysis for fuzzy optimization problems.
Inf. Sci.
Fangfang Shi, Guoju Ye, Wei Liu, Dafang Zhao, Savin Treanta
2024 — conf
Model Predictive Control based Scheduling for an Electric Heat Pump Water Heating System via Photovoltaics.
BuildSys
Shuhei Mitsunaga, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2024 J jnl
Optimality conditions for nonsmooth fuzzy optimization models under the gH-weak subdifferentiability.
Comput. Appl. Math.
Fangfang Shi, Guoju Ye, Wei Liu, Dafang Zhao
2024 — conf
Optimizing VRF System Operation for Energy Efficiency under Power Constraints: On-Site Experiment.
e-Energy
Theint Theint Thu, Harrison Malfait, Kenshiro Kato, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2024 — conf
Thermal Comfort-aware Aggregation via Multi-HVAC Systems for Demand-side Flexibility.
e-Energy
Ren Sasaki, Shotaro Nonaka, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2024 — conf
Towards Machine Learning-based Model Predictive Control for HVAC Control in Multi-Context Buildings at Scale via Ensemble Learning.
BuildSys
Yang Deng, Yaohui Liu, Rui Liang, Donghua Xie, Dafang Zhao, Ittetsu Taniguchi, Samson Tai, Dan Wang
2023 J jnl
A class of nonconvex fuzzy optimization problems under granular differentiability concept.
Math. Comput. Simul.
Fangfang Shi, Guoju Ye, Wei Liu, Dafang Zhao
2023 J jnl
An interval rough number variable precision rough sets model and its attribute reduction.
J. Intell. Fuzzy Syst.
Wei Liu, Qihan Liu, Guoju Ye, Dafang Zhao, Yating Guo, Fangfang Shi
2023 — conf
Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning.
BuildSys
Shotaro Nonaka, Ittetsu Taniguchi, Hiroki Nishikawa, Dafang Zhao, Francky Catthoor, Takao Onoye
2023 J jnl
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation.
CoRR
Yuki Ozawa, Dafang Zhao, Daichi Watari, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye
2023 — conf
Exploring Models of Electricity Price Forecasting: Case Study on A FCAS Market.
e-Energy (Companion)
Kenshiro Kato, Koki Iwabuchi, Daichi Watari, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2023 — conf
Exploring of Recursive Model-based Non-Intrusive Thermal Load Monitoring for Building Cooling Load.
e-Energy (Companion)
Kazuki Okazawa, Naoya Kaneko, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2023 J jnl
Hermite-Hadamard-type Inequalities for $\hbar$-preinvex Interval-Valued Functions via Fractional Integral.
Int. J. Comput. Intell. Syst.
Yun Tan, Dafang Zhao, Mehmet Zeki Sarikaya
2023 — conf
Individual-Driven Spiking-Mixer Deep Learning Model for IRS-Assisted mmWave Systems Beam Training.
GCCE
Taisei Urakami, Haohui Jia, Dafang Zhao, Na Chen, Minoru Okada
2023 J jnl
On preinvex interval-valued functions and unconstrained interval-valued optimization problems.
RAIRO Oper. Res.
Fangfang Shi, Guoju Ye, Wei Liu, Dafang Zhao
2023 — conf
RNN-based Non-Intrusive Thermal Load Disaggregation and Forecasting for HVAC Systems.
BuildSys
Naoya Kaneko, Kazuki Okazawa, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2023 — conf
Utilizing Contrastive Predictive Coding for the Detection of Epilepsy in EEG Data.
GCCE
Zihang Wang, Guangxian Zhu, Haohui Jia, Kenta T. Suzuki, Dafang Zhao, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya
2022 — conf
A Low-cost Privacy Concerning Occupancy Estimation System for HVAC Control.
ICEIC
Dafang Zhao, Ittetsu Taniguchi, Takao Onoye
2022 J jnl
A Thermal Comfort and Peak Power Demand Aware VRF Heating/Cooling Management Framework: Simulation and On-site Experiment.
J. Inf. Process.
Dafang Zhao, Daichi Watari, Yuki Ozawa, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye
2022 — conf
An Evaluation of Electricity Demand Forecasting Models for Smart Energy Management Systems.
ISOCC
Naoya Kaneko, Koki Iwabuchi, Kenshiro Kato, Daichi Watari, Dafang Zhao, Ittetsu Taniguchi, Hiroki Nishikawa, Takao Onoye
2022 — conf
Scheduling for Multiple HVAC Systems with Electrical Power Allocation.
GCCE
Kenshiro Kato, Daichi Watari, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
2022 J jnl
Some generalizations of Opial type inequalities for interval-valued functions.
Fuzzy Sets Syst.
Dafang Zhao, Tianqing An, Guoju Ye, Wei Liu
2021 — conf
Online management framework for building HVAC systems considering peak shaving and thermal comfort: an experimental study.
MSCPES@CPSIoTWeek
Dafang Zhao, Daichi Watari, Yuki Ozawa, Ittetsu Taniguchi, Toshihiro Suzuki, Sumio Shiochi, Yoshiyuki Shimoda, Takao Onoye
2020 J jnl
Chebyshev type inequalities for interval-valued functions.
Fuzzy Sets Syst.
Dafang Zhao, Tianqing An, Guoju Ye, Wei Liu
2019 J jnl
Some Integral Inequalities for Log-h-Convex Interval-Valued Functions.
IEEE Access
Yuanyuan Guo, Guoju Ye, Dafang Zhao, Wei Liu
2019 J jnl
Some inequalities for interval-valued functions on time scales.
Soft Comput.
Dafang Zhao, Guoju Ye, Wei Liu, Delfim F. M. Torres
2019 J jnl
gH-Symmetrically Derivative of Interval-Valued Functions and Applications in Interval-Valued Optimization.
Symmetry
Yating Guo, Guoju Ye, Dafang Zhao, Wei Liu