Dafang Zhao - RankMe

38 papers Journal 16Unranked 22

Year	Rank	Type	Title / 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