Advanced Collaborative Research Organization for SmartSociety

  • Japan

Research Output

2020

An integrated approach of estimating demand response flexibility of domestic laundry appliances based on household heterogeneity and activities

Yamaguchi, Y., Chen, C. F., Shimoda, Y., Yagita, Y., Iwafune, Y., Ishii, H. & Hayashi, Y., 2020 Jul, In : Energy Policy. 142, 111467.

Research output: Contribution to journalArticle

Electric Vehicle Charging Management Using Auction Mechanism for Reducing PV Curtailment in Distribution Systems

Kikusato, H., Fujimoto, Y., Hanada, S. I., Isogawa, D., Yoshizawa, S., Ohashi, H. & Hayashi, Y., 2020 Jul, In : IEEE Transactions on Sustainable Energy. 11, 3, p. 1394-1403 10 p., 8770121.

Research output: Contribution to journalArticle

Open Access

Evaluation and Visualization of kW / kWh Cost of a District Heating and Cooling System for Electricity Adjustment

Tomita, K., Hayashi, Y., Iino, Y., Yamamoto, Y. & Kobayashi, K., 2020 Mar, Proceedings of 2020 4th International Conference on Green Energy and Applications, ICGEA 2020. Institute of Electrical and Electronics Engineers Inc., p. 22-27 6 p. 9077547. (Proceedings of 2020 4th International Conference on Green Energy and Applications, ICGEA 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Home Energy Management Systems under Effects of Solar-Battery Smart Inverter Functions

Dao, V. T., Ishii, H., Takenobu, Y., Yoshizawa, S. & Hayashi, Y., 2020 May 1, In : IEEJ Transactions on Electrical and Electronic Engineering. 15, 5, p. 692-703 12 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

On nonintrusive monitoring of electrical appliance load via restricted Boltzmann machine with temporal reservoir

Fujita, M., Fujimoto, Y. & Hayashi, Y., 2020, ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SciTePress, p. 902-909 8 p. (ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semicentralized voltage control method using SVR based on past voltage measurements in distribution network

Murakami, K., Yoshizawa, S., Ishii, H., Hayashi, Y., Kondo, H., Kanazawa, Y., Nomura, H. & Kajikawa, T., 2020 Jul 1, In : IEEJ Transactions on Electrical and Electronic Engineering. 15, 7, p. 1032-1039 8 p.

Research output: Contribution to journalArticle

Sparse modeling approach for identifying the dominant factors affecting situation-dependent hourly electricity demand

Kaneko, N., Fujimoto, Y., Kabe, S., Hayashida, M. & Hayashi, Y., 2020 May 1, In : Applied Energy. 265, 114752.

Research output: Contribution to journalArticle

Open Access

系統貢献を目的とした地域冷暖房システムの大規模運転計画問題分割手法

Translated title of the contribution: Partitioning Method for the Large-scale Operation Planning Problem of a District Heating and Cooling System for Electricity AdjustmentTomita, K., Iino, Y., Hayashi, Y., Yamamoto, Y., Kobayashi, K. & Hayakawa, A., 2020, In : IEEJ Transactions on Power and Energy. 140, 2, p. 94-103 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2019

Alerting to Rare Large-Scale Ramp Events in Wind Power Generation

Fujimoto, Y., Takahashi, Y. & Hayashi, Y., 2019 Jan 1, In : IEEE Transactions on Sustainable Energy. 10, 1, p. 55-65 11 p., 8331103.

Research output: Contribution to journalArticle

6 Citations (Scopus)

An online HEMS scheduling method based on deep recurrent neural network

Yoshida, A., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2019, ECOS 2019 - Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems. Stanek, W., Gladysz, P., Werle, S. & Adamczyk, W. (eds.). Institute of Thermal Technology, p. 1327-1335 9 p. (ECOS 2019 - Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decentralized charging control of battery energy storage systems for distribution system asset management

Okubo, R., Yoshizawa, S., Hayashi, Y., Kawano, S., Takano, T. & Itaya, N., 2019 Jun, 2019 IEEE Milan PowerTech, PowerTech 2019. Institute of Electrical and Electronics Engineers Inc., 8810484. (2019 IEEE Milan PowerTech, PowerTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
1 Citation (Scopus)

Energy disaggregation based on smart metering data via semi-binary nonnegative matrix factorization

Miyasawa, A., Fujimoto, Y. & Hayashi, Y., 2019 Jan 15, In : Energy and Buildings. 183, p. 547-558 12 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Enhancing security for voltage control of distribution systems under data falsification attacks

Onogawa, M., Yoshizawa, S., Fujimoto, Y., Ishii, H., Ono, I., Onoda, T. & Hayashi, Y., 2019 Jul, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3249-3254 6 p. 8814907. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimation of expected cost curve on operation parameter space for planning residential PEFC-CGS

Tsuchiya, Y., Hayashi, Y., Fujimoto, Y., Yoshida, A. & Amano, Y., 2019 Jun, 2019 IEEE Milan PowerTech, PowerTech 2019. Institute of Electrical and Electronics Engineers Inc., 8810471. (2019 IEEE Milan PowerTech, PowerTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evaluation of Dynamic Var Support from PV Systems under Uncertain Weather Conditions

Mizukami, E., Kaneko, A., Takenobu, Y., Akagi, S., Yoshizawa, S., Ishii, H. & Hayashi, Y., 2019 Jul, 7th International Youth Conference on Energy, IYCE 2019. Institute of Electrical and Electronics Engineers Inc., 8991569. (7th International Youth Conference on Energy, IYCE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hot Water Demand Prediction Method for Operational Planning of Residential Fuel Cell System

Tsuchiya, Y., Hayashi, Y., Fujimoto, Y., Yoshida, A. & Amano, Y., 2019 Dec, 7th International Conference on Smart Grid, icSmartGrid 2019. Institute of Electrical and Electronics Engineers Inc., p. 46-51 6 p. 8990872. (7th International Conference on Smart Grid, icSmartGrid 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine learning approach for graphical model-based analysis of energy-aware growth control in plant factories

Fujimoto, Y., Murakami, S., Kaneko, N., Fuchikami, H., Hattori, T. & Hayashi, Y., 2019, In : IEEE Access. 7, p. 32183-32196 14 p., 8663284.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Multiple Scenario-based Model Predictive Control with Decision Time Limit Determination of Scenario Selection

Iino, Y. & Hayashi, Y., 2019 Sep, 2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1486-1493 8 p. 8859962. (2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal configuration of residential energy systems with energy sharing among multiple households in smart building

Katayama, S., Yoshida, A. & Amano, Y., 2019, ECOS 2019 - Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems. Stanek, W., Gladysz, P., Werle, S. & Adamczyk, W. (eds.). Institute of Thermal Technology, p. 1235-1246 12 p. (ECOS 2019 - Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Preliminary Analysis of Short-term Solar Irradiance Forecasting by using Total-sky Imager and Convolutional Neural Network

Ryu, A., Ito, M., Ishii, H. & Hayashi, Y., 2019 May 15, 2019 IEEE PES GTD Grand International Conference and Exposition Asia, GTD Asia 2019. Institute of Electrical and Electronics Engineers Inc., p. 627-631 5 p. 8715984. (2019 IEEE PES GTD Grand International Conference and Exposition Asia, GTD Asia 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
1 Citation (Scopus)

Time series model of wind power forecasting error by using beta distribution for optimal sizing of battery storage

Dui, X., Ito, M., Fujimoto, Y., Hayashi, Y., Zhu, G. & Yao, L., 2019 Jan 1, In : IEEJ Transactions on Power and Energy. 139, 3, p. 212-224 13 p.

Research output: Contribution to journalArticle

Toward data-driven identification of essential factors causing seasonal change in daily electricity demand curves

Kaneko, N., Hayashi, Y. & Fujimoto, Y., 2019 Jun, 2019 IEEE Milan PowerTech, PowerTech 2019. Institute of Electrical and Electronics Engineers Inc., 8810996. (2019 IEEE Milan PowerTech, PowerTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Willingness to pay for home energy management systems: A survey in New York and Tokyo

Washizu, A., Nakano, S., Ishii, H. & Hayashi, Y., 2019 Sep 1, In : Sustainability (Switzerland). 11, 17, 4790.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

蓄電池による太陽光発電出力の自家消費増加の経済性評価

Translated title of the contribution: Economic evaluation of increased self-use of PV output driven by storage battery systemYabe, K. & Hayashi, Y., 2019 Jan 1, In : IEEJ Transactions on Power and Energy. 139, 5, p. 363-371 9 p.

Research output: Contribution to journalArticle

2018
3 Citations (Scopus)

Asynchronous ADMM HEMS aggregation scheme in smart grid

Yoshida, A., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2018 Jan 1, ECOS 2018 - Proceedings of the 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems. University of Minho, (ECOS 2018 - Proceedings of the 31st International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Configuration of Large-Scale Battery System with Volt-VAR function in Distribution Network with Advanced Load Tap Changer Control

Akagi, S., York, B., Bello, M., Ishii, H. & Hayashi, Y., 2018 Nov 26, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 1620-1625 6 p. 8548085

Research output: Chapter in Book/Report/Conference proceedingConference contribution

22 Citations (Scopus)

Effectiveness of updating the parameters of the Volt-VAR control depending on the PV penetration rate and weather conditions

Takasawa, Y., Akagi, S., Yoshizawa, S., Ishii, H. & Hayashi, Y., 2018 Jun 8, 2017 IEEE Innovative Smart Grid Technologies - Asia: Smart Grid for Smart Community, ISGT-Asia 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Electricity Adjustment by Aggregation Control of Multiple District Heating and Cooling Systems

Tomita, K., Ito, M., Hayashi, Y., Yagi, T. & Tsukada, T., 2018 Jan 1, In : Energy Procedia. 149, p. 317-326 10 p.

Research output: Contribution to journalConference article

2 Citations (Scopus)

Electric Vehicle Charge-Discharge Management for Utilization of Photovoltaic by Coordination between Home and Grid Energy Management Systems

Kikusato, H., Mori, K., Yoshizawa, S., Fujimoto, Y., Asano, H., Hayashi, Y., Kawashima, A., Inagaki, S. & Suzuki, T., 2018 Mar 26, (Accepted/In press) In : IEEE Transactions on Smart Grid.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Evaluation of Dynamic Voltage Responses of Distributed Energy Resources in Distribution Systems

Takenobu, Y., Akagi, S., Ishii, H., Hayashi, Y., Boemer, J., Ramasubramanian, D., Mitra, P., Gaikwad, A. & York, B., 2018 Dec 21, 2018 IEEE Power and Energy Society General Meeting, PESGM 2018. IEEE Computer Society, Vol. 2018-August. 8586665

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Evaluation of Voltage Regulation Functions of Smart Inverters Based on Penetration Level and Curtailment in Photovoltaic Systems

Takasawa, Y., Akagi, S., Yoshizawa, S., Ishii, H. & Hayashi, Y., 2018 Dec 10, Proceedings - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018. Institute of Electrical and Electronics Engineers Inc., 8571799

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Expected wind speed estimation considering spatio-temporal anisotropy for generating synthetic wind power profiles

Hama, K., Fujimoto, Y. & Hayashi, Y., 2018 Jan 1, In : Energy Procedia. 155, p. 309-319 11 p.

Research output: Contribution to journalConference article

Feature extraction of NWP data for wind power forecasting using 3D-convolutional neural networks

Higashiyama, K., Fujimoto, Y. & Hayashi, Y., 2018 Jan 1, In : Energy Procedia. 155, p. 350-358 9 p.

Research output: Contribution to journalConference article

6 Citations (Scopus)

HEMS Operation with Utility Requirements for Rooftop Solar-Battery Systems

Dao, V. T., Ishii, H. & Hayashi, Y., 2018 Dec 21, 2018 IEEE Power and Energy Society General Meeting, PESGM 2018. IEEE Computer Society, Vol. 2018-August. 8585940

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hierarchical BESS management for electric power self-supply ratio improvement and power flow reduction in residential town

Tani, T., Yoshizawa, S., Miyazaki, T., Hirohashi, W., Hayashi, Y., Shio, M. & Umeoka, T., 2018 Jul 3, 2018 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Operation planning method for home air-conditioners considering characteristics of installation environment

Kuroha, R., Fujimoto, Y., Hirohashi, W., Amano, Y., Tanabe, S. & Hayashi, Y., 2018 Oct 15, In : Energy and Buildings. 177, p. 351-362 12 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
4 Citations (Scopus)

Optimal Responses of Home Energy Management Systems to Aggregator and Utility Requirements

Dao, V. T., Ishii, H., Hayashi, Y., Takasawa, Y. & Murakami, K., 2018 Sep 18, International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. Hao, Q. & Sharma, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 616-621 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal Responses of Home Energy Management Systems to Volt-watt Functions and Forecast Errors

Dao, V. T., Ishii, H., Hayashi, Y., Takasawa, Y., Murakami, K., Takenobu, Y., Kikusato, H., Kaneko, A. & Yoshizawa, S., 2018 Dec 10, Proceedings - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018. Institute of Electrical and Electronics Engineers Inc., 8571717

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal smart functions of large-scale PV inverters in distribution systems

Dao, V. T., Ishii, H. & Hayashi, Y., 2018 Jun 8, 2017 IEEE Innovative Smart Grid Technologies - Asia: Smart Grid for Smart Community, ISGT-Asia 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Stochastic receding horizon control minimizing mean-variance with demand forecasting for home EMSs

Yoshida, A., Yoshikawa, J., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2018 Jan 1, In : Energy and Buildings. 158, p. 1632-1639 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Temporal interpolation of gridded solar radiation data for evaluation of PV fluctuations

Hirooka, D., Murata, N., Fujimoto, Y. & Hayashi, Y., 2018 Jan 1, In : Energy Procedia. 155, p. 259-268 10 p.

Research output: Contribution to journalConference article

1 Citation (Scopus)

Upgrading Voltage Control Method Based on Photovoltaic Penetration Rate

Akagi, S., Takahashi, R., Kaneko, A., Ito, M., Yoshinaga, J., Hayashi, Y., Asano, H. & Konda, H., 2018 Sep 1, In : IEEE Transactions on Smart Grid. 9, 5, p. 3994-4003 10 p., 7801153.

Research output: Contribution to journalArticle

8 Citations (Scopus)