Daichi Watari

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Dynamic Pricing

Battery Management

Symbolic Regression

Reinforcement Learning

Top Venues

IEICE Trans. Fundam. Electron. Commun. Comput. Sci.

BuildSys@SenSys

IEEE Embed. Syst. Lett.

Publications

Daichi Watari, Ittetsu Taniguchi, Takao Onoye
Duck Curve Aware Dynamic Pricing and Battery Scheduling Strategy Using Reinforcement Learning. IEEE Trans. Smart Grid 15 (1) (2024)
Daichi Watari, Charalampos Marantos, Ittetsu Taniguchi, Francky Catthoor, Kostas Siozios, Dimitrios Soudris, Takao Onoye
Online Energy Management Framework for Smart Buildings With Low-Complexity Estimators. IEEE Embed. Syst. Lett. 16 (2) (2024)
Kenshiro Kato, Koki Iwabuchi, Daichi Watari, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
Exploring Models of Electricity Price Forecasting: Case Study on A FCAS Market. e-Energy (Companion) (2023)
Yuki Ozawa, Dafang Zhao, Daichi Watari, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation. CoRR (2023)
Kenshiro Kato, Daichi Watari, Ittetsu Taniguchi, Takao Onoye
EV Aggregation Framework for Spatiotemporal Energy Shifting to Reduce Solar Energy Waste. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106 (1) (2023)
Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye
Thermal-Comfort Aware Online Co-Scheduling Framework for HVAC, Battery Systems, and Appliances in Smart Buildings. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106 (5) (2023)
Shotaro Nonaka, Daichi Watari, Ittetsu Taniguchi, Takao Onoye
Deep reinforcement learning-based SOH-aware battery management for DER aggregation. BuildSys@SenSys (2022)
Naoya Kaneko, Koki Iwabuchi, Kenshiro Kato, Daichi Watari, Dafang Zhao, Ittetsu Taniguchi, Hiroki Nishikawa, Takao Onoye
An Evaluation of Electricity Demand Forecasting Models for Smart Energy Management Systems. ISOCC (2022)
Dafang Zhao, Daichi Watari, Yuki Ozawa, Ittetsu Taniguchi, Toshihiro Suzuki, Yoshiyuki Shimoda, Takao Onoye
A Thermal Comfort and Peak Power Demand Aware VRF Heating/Cooling Management Framework: Simulation and On-site Experiment. J. Inf. Process. 30 (2022)
Kenshiro Kato, Daichi Watari, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Takao Onoye
Scheduling for Multiple HVAC Systems with Electrical Power Allocation. GCCE (2022)
Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye
Thermal Comfort Aware Online Energy Management Framework for a Smart Residential Building. DATE (2021)
Dafang Zhao, Daichi Watari, Yuki Ozawa, Ittetsu Taniguchi, Toshihiro Suzuki, Sumio Shiochi, Yoshiyuki Shimoda, Takao Onoye
Online management framework for building HVAC systems considering peak shaving and thermal comfort: an experimental study. MSCPES@CPSIoTWeek (2021)
Daichi Watari, Ittetsu Taniguchi, Takao Onoye
Improving duck curve by dynamic pricing and battery scheduling based on a deep reinforcement learning approach. BuildSys@SenSys (2021)
Daichi Watari, Ittetsu Taniguchi, Takao Onoye
SOH Aware System-Level Battery Management Methodology for Decentralized Energy Network. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (3) (2020)
Daichi Watari, Ittetsu Taniguchi, Takao Onoye
Soh aware battery management optimization on decentralized energy network. ICCPS (2018)