Research output per year
Research output per year
- 1 - 50 out of 88 results
Search results
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2023
Challenges in Smartizing Operational Management of Functionally-Smart Inverters for Distributed Energy Resources: A Review on Machine Learning Aspects
Fujimoto, Y., Kaneko, A., Iino, Y., Ishii, H. & Hayashi, Y., 2023 Feb, In: Energies. 16, 3, 1330.Research output: Contribution to journal › Review article › peer-review
Open Access -
Forecast of area-scale behaviours of behind-the-metre solar power and load based on smart-metering net demand data
Miyasawa, A., Akira, S., Fujimoto, Y. & Hayashi, Y., 2023 Mar, In: IET Smart Cities. 5, 1, p. 19-34 16 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
配電系統の混雑緩和に向けた分散型エネルギーリソース活用に関する技術動向
Translated title of the contribution :Trends in Mitigation of Grid Congestion using Distributed Energy Resources in Power System Research output: Contribution to journal › Article › peer-review
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2022
BALANCING GROUP OPERATION FOR WIND POWER PLANTS AND A PUMPED-STORAGE HYDRO GENERATOR TO MAXIMIZE EXPECTED REVENUE IN CONSIDERATION OF WIND POWER OUTPUT UNCERTAINTY
Inagaki, M., Kaneko, A., Fujimoto, Y., Hayashi, Y. & Minotsu, S., 2022, In: IET Conference Proceedings. 2022, 23, p. 650-655 6 p.Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus) -
Dealing with uncertainty in automated operational planning for residential fuel cell system: A comparative study of state-of-the-art approaches
Tsuchiya, Y., Fujimoto, Y., Yoshida, A., Amano, Y. & Hayashi, Y., 2022 Jan 15, In: Energy and Buildings. 255, 111614.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
DENSITY INTEGRATION APPROACH FOR PROBABILISTIC PREDICTION OF WIND POWER GENERATION BASED ON ENSEMBLE WEATHER FORECAST
Fujimoto, Y., Kato, T., Nohara, D., Kanno, Y., Ohba, M. & Hayashi, Y., 2022, In: IET Conference Proceedings. 2022, 23, p. 668-673 6 p.Research output: Contribution to journal › Conference article › peer-review
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Residential Battery Storage System Sizing for the Medically Vulnerable from the Life Continuity Planning Perspective: Toward Economic Operation Using Uncertain Photovoltaic Output
Iwata, F., Fujimoto, Y. & Hayashi, Y., 2022 Jun, In: IEEJ Transactions on Electrical and Electronic Engineering. 17, 6, p. 833-846 14 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Sensitivity analysis of factors relevant to extreme imbalance between procurement plans and actual demand: Case study of the Japanese electricity market
Kaneko, N., Fujimoto, Y. & Hayashi, Y., 2022 May 1, In: Applied Energy. 313, 118616.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2021
Assessing the Operational Potential of Pumped-Storage Hydro Generators for Supporting the Grid Integration of Wind Farms
Inagaki, M., Kaneko, A., Fujimoto, Y., Hayashi, Y. & Minotsu, S., 2021, 2021 IEEE PES Innovative Smart Grid Technologies - Asia, ISGT Asia 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE PES Innovative Smart Grid Technologies - Asia, ISGT Asia 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Deep reservoir architecture for short-term residential load forecasting: An online learning scheme for edge computing
Fujimoto, Y., Fujita, M. & Hayashi, Y., 2021 Sept 15, In: Applied Energy. 298, 117176.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus) -
Prioritization of distribution networks for efficient introduction of loss minimum reconfiguration technology
Ami, S., Miyazaki, T., Fujimoto, Y., Hayashi, Y., Hasegawa, M., Miyazato, Y. & Shinozaki, I., 2021 Feb 1, In: IEEJ Transactions on Power and Energy. 141, 2, p. 127-135 9 p.Research output: Contribution to journal › Article › peer-review
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Scheduling of pumped-storage hydro generator operation in balancing group with wind farms
Kaneko, A., Inagaki, M., Fujimoto, Y., Hayashi, Y. & Nonaka, S., 2021 Feb 1, In: IEEJ Transactions on Power and Energy. 141, 2, p. 79-87 9 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Spatial demand forecasting based on smart meter data for improving local energy self-sufficiency in smart cities
Miyasawa, A., Akira, S., Fujimoto, Y. & Hayashi, Y., 2021 Jun, In: IET Smart Cities. 3, 2, p. 107-120 14 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
オープンデータに基づく電力スポット市場のエリア価格予測——複数予測スキームの統合アプローチの検討——
Translated title of the contribution :Forecast of area prices in Japanese day-ahead electricity market using open data ——Examination of approach to combine multiple forecasting schemes—— Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
2020
Basic study on cooperative management scheme of electric vehicle charging for reduction of impact on low-voltage distribution system
Ogura, T., Yoshizawa, S., Fujimoto, Y., Mitsuoka, M., Hayashi, Y., Murai, K., Suzuki, K. & Ikezoe, K., 2020 Nov, Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020. Institute of Electrical and Electronics Engineers Inc., p. 163-168 6 p. 9364395. (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Charging prioritization of electric vehicles under peak demand in commercial facility: Destination charging as a service
Miyahara, S., Yoshizawa, S., Fujimoto, Y., Hayashi, Y., Inagaki, S., Kawashima, A. & Suzuki, T., 2020 Nov, Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020. Institute of Electrical and Electronics Engineers Inc., p. 226-231 6 p. 9364596. (Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Citations (Scopus) -
Day-Ahead Electricity Price Forecasting Using an Adaptive Combination Method in the Japanese Spot Market
Omura, M., Fujimoto, Y., Ishii, H., Hayashi, Y., Sawa, T., Sasaki, H. & Fukuyama, N., 2020 Sept, 2020 17th International Conference on the European Energy Market, EEM 2020. IEEE Computer Society, 9221894. (International Conference on the European Energy Market, EEM; vol. 2020-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus) -
Designing Sustainable Smart Cities: Cooperative Energy Management Systems and Applications
Fujimoto, Y., Ishii, H. & Hayashi, Y., 2020 Sept 1, In: IEEJ Transactions on Electrical and Electronic Engineering. 15, 9, p. 1256-1270 15 p.Research output: Contribution to journal › Review article › peer-review
Open Access19 Citations (Scopus) -
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 journal › Article › peer-review
Open Access42 Citations (Scopus) -
Graphical Modeling for Analysis of Hourly Electricity Demand and Market Price
Kaneko, N., Fujimoto, Y. & Hayashi, Y., 2020 Sept, 2020 17th International Conference on the European Energy Market, EEM 2020. IEEE Computer Society, 9221986. (International Conference on the European Energy Market, EEM; vol. 2020-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Multipurpose control and planning method for battery energy storage systems in distribution network with photovoltaic plant
Akagi, S., Yoshizawa, S., Ito, M., Fujimoto, Y., Miyazaki, T., Hayashi, Y., Tawa, K., Hisada, T. & Yano, T., 2020 Mar, In: International Journal of Electrical Power and Energy Systems. 116, 105485.Research output: Contribution to journal › Review article › peer-review
Open Access33 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 proceeding › Conference contribution
2 Citations (Scopus) -
Operational planning of a residential fuel cell system for minimizing expected operational costs based on a surrogate model
Tsuchiya, Y., Fujimoto, Y., Yoshida, A., Amano, Y. & Hayashi, Y., 2020, In: IEEE Access. 8, p. 173983-173998 16 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
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 journal › Article › peer-review
Open Access10 Citations (Scopus) -
2019
Alerting to Rare Large-Scale Ramp Events in Wind Power Generation
Fujimoto, Y., Takahashi, Y. & Hayashi, Y., 2019 Jan, In: IEEE Transactions on Sustainable Energy. 10, 1, p. 55-65 11 p., 8331103.Research output: Contribution to journal › Article › peer-review
34 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 proceeding › Conference contribution
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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., 2019 May, In: IEEE Transactions on Smart Grid. 10, 3, p. 3186-3197 12 p., 8326541.Research output: Contribution to journal › Article › peer-review
120 Citations (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 journal › Article › peer-review
Open Access33 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 proceeding › Conference contribution
3 Citations (Scopus) -
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 proceeding › Conference contribution
2 Citations (Scopus) -
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 proceeding › Conference contribution
2 Citations (Scopus) -
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 journal › Article › peer-review
Open Access14 Citations (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 journal › Article › peer-review
3 Citations (Scopus) -
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 proceeding › Conference contribution
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2018
Asynchronous ADMM HEMS aggregation scheme in smart grid
Yoshida, A., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2018, 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 proceeding › Conference contribution
2 Citations (Scopus) -
Distributed energy management for comprehensive utilization of residential photovoltaic outputs
Fujimoto, Y., Kikusato, H., Yoshizawa, S., Kawano, S., Yoshida, A., Wakao, S., Murata, N., Amano, Y., Tanabe, S. I. & Hayashi, Y., 2018, In: IEEE Transactions on Smart Grid. 9, 2, p. 1216-1227 12 p.Research output: Contribution to journal › Article › peer-review
43 Citations (Scopus) -
Expected wind speed estimation considering spatio-temporal anisotropy for generating synthetic wind power profiles
Hama, K., Fujimoto, Y. & Hayashi, Y., 2018, In: Energy Procedia. 155, p. 309-319 11 p.Research output: Contribution to journal › Conference article › peer-review
5 Citations (Scopus) -
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 journal › Conference article › peer-review
45 Citations (Scopus) -
Operation planning method for home air-conditioners considering characteristics of installation environment
Kuroha, R., Fujimoto, Y., Hirohashi, W., Amano, Y., Tanabe, S. I. & Hayashi, Y., 2018 Oct 15, In: Energy and Buildings. 177, p. 351-362 12 p.Research output: Contribution to journal › Article › peer-review
Open Access10 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 journal › Article › peer-review
Open Access16 Citations (Scopus) -
Temporal interpolation of gridded solar radiation data for evaluation of PV fluctuations
Hirooka, D., Murata, N., Fujimoto, Y. & Hayashi, Y., 2018, In: Energy Procedia. 155, p. 259-268 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access5 Citations (Scopus) -
Versatile Modeling Platform for Cooperative Energy Management Systems in Smart Cities
Hayashi, Y., Fujimoto, Y., Ishii, H., Takenobu, Y., Kikusato, H., Yoshizawa, S., Amano, Y., Tanabe, S. I., Yamaguchi, Y., Shimoda, Y., Yoshinaga, J., Watanabe, M., Sasaki, S., Koike, T., Jacobsen, H. A. & Tomsovic, K., 2018 Apr, In: Proceedings of the IEEE. 106, 4, p. 594-612 19 p.Research output: Contribution to journal › Article › peer-review
Open Access41 Citations (Scopus) -
2017
Development of prediction-based operation planning method for domestic air-conditioner with adaptive learning of installation environment
Kuroha, R., Fujimoto, Y., Hirohashi, W., Amano, Y., Tanabe, S. & Hayashi, Y., 2017 Oct 26, 2017 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2017. Institute of Electrical and Electronics Engineers Inc., 8085983Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus) -
Energy disaggregation based on semi-supervised matrix factorization using feedback information from consumers
Miyasawa, A., Matsumoto, M., Fujimoto, Y. & Hayashi, Y., 2017 Jul 1, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Citations (Scopus) -
Feature extraction of numerical weather prediction results toward reliable wind power prediction
Higashiyama, K., Fujimoto, Y. & Hayashi, Y., 2017 Jul 1, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
11 Citations (Scopus) -
Forecast of Infrequent Wind Power Ramps Based on Data Sampling Strategy
Takahashi, Y., Fujimoto, Y. & Hayashi, Y., 2017, In: Energy Procedia. 135, p. 496-503 8 p.Research output: Contribution to journal › Conference article › peer-review
11 Citations (Scopus) -
Generating Synthetic Profiles of Onshore Wind Power for Power Flow Simulation on Power System
Fujimoto, Y., Furuya, S., Hayashi, Y. & Osaka, T., 2017 Jun 1, In: Journal of Energy Engineering. 143, 3, F4016001.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Method for determining voltage control parameters of low-voltage regulator using forecast interval of photovoltaic output
Kobayashi, M., Kikusato, H., Yoshinaga, J., Fujimoto, Y., Kumekawa, N., Wakao, S., Hayashi, Y., Motegi, N. & Yamashita, Y., 2017 Jul 1, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Stochastic model predictive control of residential fuel cell cogeneration unit with periodic forecast update for distributed architecture
Yoshida, A., Yoshikawa, J., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2017.Research output: Contribution to conference › Paper › peer-review
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Voltage Control Method Utilizing Solar Radiation Data in High Spatial Resolution for Service Restoration in Distribution Networks with PV
Kawano, S., Fujimoto, Y., Wakao, S., Hayashi, Y., Takenaka, H., Irie, H. & Nakajima, T. Y., 2017 Jun 1, In: Journal of Energy Engineering. 143, 3, F4016003.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus)