藤本 悠

主任研究員(研究院准教授)

  • 151 引用
  • 7 h指数
20062019
Pureに変更を加えた場合、すぐここに表示されます。

研究成果 2006 2019

  • 151 引用
  • 7 h指数
  • 31 Conference contribution
  • 22 Article
  • 4 Conference article
  • 1 Paper
2019
2 引用 (Scopus)

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

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

研究成果: Article

Wind power
Power generation
Sampling
Supervised learning
Power plants
1 引用 (Scopus)
Factorization
Electric power utilization
Smart meters
Energy management
Labeling

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 1 1, : : IEEE Access. 7, p. 32183-32196 14 p., 8663284.

研究成果: Article

Crops
Industrial plants
Learning systems
Control nonlinearities
Quality control
Wind power
Time series
Maximum likelihood estimation
Autocorrelation
Farms
2018

Asynchronous ADMM HEMS aggregation scheme in smart grid

Yoshida, A., Fujimoto, Y., Amano, Y. & Hayashi, Y., 2018 1 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).

研究成果: Conference contribution

Energy management systems
Agglomeration
Scheduling
Controllers
Processing
9 引用 (Scopus)
Energy management
Electric power distribution
Operating costs
Energy utilization
Planning
4 引用 (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 3 26, (Accepted/In press) : : IEEE Transactions on Smart Grid.

研究成果: Article

Energy management systems
Electric vehicles
Costs
Electric potential
2 引用 (Scopus)

Energy disaggregation based on semi-supervised matrix factorization using feedback information from consumers

Miyasawa, A., Matsumoto, M., Fujimoto, Y. & Hayashi, Y., 2018 1 16, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-January. p. 1-6 6 p.

研究成果: Conference contribution

Factorization
Smart meters
Feedback
Domestic appliances
Energy conservation
Wind power
Anisotropy
Wind turbines
Farms
Power generation
2 引用 (Scopus)

Feature extraction of numerical weather prediction results toward reliable wind power prediction

Higashiyama, K., Fujimoto, Y. & Hayashi, Y., 2018 1 16, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-January. p. 1-6 6 p.

研究成果: Conference contribution

Wind power
Feature extraction
Power generation
Neural networks
3 引用 (Scopus)

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

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

研究成果: Conference article

Wind power
Feature extraction
Neural networks
Environmental protection
Farms

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., 2018 1 16, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-January. p. 1-6 6 p.

研究成果: Conference contribution

Voltage regulators
Voltage control
Electric potential
Computer simulation
1 引用 (Scopus)
Planning
Energy management systems
Air
Electricity
Thermal comfort
7 引用 (Scopus)
Energy management systems
Retrofitting
Intelligent control
Energy management
Chemical activation
Solar radiation
Interpolation
Radiation
Flow simulation
Weather satellites
1 引用 (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., Yamaguchi, Y., Shimoda, Y., Yoshinaga, J., Watanabe, M., Sasaki, S., Koike, T., Jacobsen, H. A. & Tomsovic, K., 2018 4 1, : : Proceedings of the IEEE. 106, 4, p. 594-612 19 p.

研究成果: Article

Energy management systems
Electric power distribution
Sustainable development
Global warming
Electric vehicles
2017
1 引用 (Scopus)

Coordinated voltage control of load tap changers in distribution networks with photovoltaic system

Kikusato, H., Kobayashi, M., Yoshinaga, J., Fujimoto, Y., Hayashi, Y., Kusagawa, S. & Motegi, N., 2017 2 14, ISGT Europe 2016 - IEEE PES Innovative Smart Grid Technologies, Europe. IEEE Computer Society, 巻 Part F126485. 7856192

研究成果: Conference contribution

Electric power distribution
Voltage control
Voltage regulators
Electric potential
Computer simulation
1 引用 (Scopus)

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 10 26, 2017 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2017. Institute of Electrical and Electronics Engineers Inc., 8085983

研究成果: Conference contribution

Energy Management
Adaptive Learning
Energy management systems
Planning
Energy Saving
3 引用 (Scopus)

Forecast of Infrequent Wind Power Ramps Based on Data Sampling Strategy

Takahashi, Y., Fujimoto, Y. & Hayashi, Y., 2017 1 1, : : Energy Procedia. 135, p. 496-503 8 p.

研究成果: Conference article

Wind power
Sampling
Power generation
Learning systems
Classifiers
3 引用 (Scopus)
wind power
Flow simulation
Wind power
simulation
bootstrapping
cogeneration
Networked control systems
Model predictive control
Stochastic models
fuel cell
1 引用 (Scopus)
Solar radiation
Electric power distribution
Voltage control
Restoration
solar radiation
2016
3 引用 (Scopus)

An optimal predictive control of 0.75 kW PEM fuel cell cogeneration with home appliances for efficient PV utilization

Yoshida, A., Yoshikawa, J., Fujimoto, Y. & Amano, Y., 2016, ASME 2016 14th International Conference on Fuel Cell Science, Engineering and Technology, FUELCELL 2016, collocated with the ASME 2016 Power Conference and the ASME 2016 10th International Conference on Energy Sustainability. American Society of Mechanical Engineers

研究成果: Conference contribution

Domestic appliances
Fuel cells
Sales
5 引用 (Scopus)

Energy disaggregation based on semi-binary NMF

Matsumoto, M., Fujimoto, Y. & Hayashi, Y., 2016, Machine Learning and Data Mining in Pattern Recognition - 12th International Conference, MLDM 2016, Proceedings. Springer Verlag, 巻 9729. p. 401-414 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 9729).

研究成果: Conference contribution

Disaggregation
Energy Consumption
Energy utilization
Binary
Energy
2 引用 (Scopus)
Optimal systems
Solar energy
Electric potential

Power and hour capacity requirement for an energy storage from grid codes

Ito, M., Fujimoto, Y., Mitsuoka, M., Ishii, H. & Hayashi, Y., 2016 1 12, Asia-Pacific Power and Energy Engineering Conference, APPEEC. IEEE Computer Society, 巻 2016-January. 7381022

研究成果: Conference contribution

Energy storage
Farms
1 引用 (Scopus)
Wind power
Flow simulation
Electricity
Stabilization
2015

Advantage of a home energy management system for PV utilization connected to grid

Yoshida, A., Yoshizawa, S., Fujimoto, Y., Murata, N., Wakao, S., Tanabe, S., Hayashi, Y. & Amano, Y., 2015, ECOS 2015 - 28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems. International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems

研究成果: Conference contribution

Energy management systems
electricity
Electricity
photovoltaic system
Electric potential

Advantage of a home energy management systems for PV utilization connected to grid

Yoshida, A., Yoshizawa, S., Fujimoto, Y., Murata, N., Wakao, S., Tanabe, S., Hayashi, Y. & Amano, Y., 2015, ECOS 2015 - 28th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems. International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems

研究成果: Conference contribution

Energy management systems
electricity
Electricity
photovoltaic system
Electric potential
19 引用 (Scopus)

Detection of Cyber Attacks Against Voltage Control in Distribution Power Grids With PVs

Isozaki, Y., Yoshizawa, S., Fujimoto, Y., Ishii, H., Ono, I., Onoda, T. & Hayashi, Y., 2015 5 26, (Accepted/In press) : : IEEE Transactions on Smart Grid.

研究成果: Article

Voltage control
Overvoltage protection
Voltage measurement
Sensors
Switches

Distribution automation system for service restoration involving simultaneous disconnection and reconnection of distributed generators

Kawano, S., Fujimoto, Y., Wakao, S., Hayashi, Y., Irie, H., Takenaka, H. & Nakajima, T. Y., 2015 8 31, 2015 IEEE Eindhoven PowerTech, PowerTech 2015. Institute of Electrical and Electronics Engineers Inc., 7232609

研究成果: Conference contribution

Restoration
Automation
Voltage regulators
Electric potential
Electric power distribution
1 引用 (Scopus)
residential energy
Energy management systems
Planning
Economics
planning method
7 引用 (Scopus)
Buffer storage
Optimal systems
Solar energy
Electric potential
1 引用 (Scopus)

Improvement of prediction interval estimation algorithm with just-in-time modeling for PV system operation

Yamazaki, T., Wakao, S., Fujimoto, Y. & Hayashi, Y., 2015 12 14, 2015 IEEE 42nd Photovoltaic Specialist Conference, PVSC 2015. Institute of Electrical and Electronics Engineers Inc., 7355994

研究成果: Conference contribution

Method for instantly determining line drop compensator parameters of low-voltage regulator using multiple classifiers

Kikusato, H., Takahashi, N., Yoshinaga, J., Fujimoto, Y., Hayashi, Y., Kusagawa, S. & Motegi, N., 2015 1 30, IEEE PES Innovative Smart Grid Technologies Conference Europe. January 版 IEEE Computer Society, 巻 2015-January. 7028851

研究成果: Conference contribution

Voltage regulators
Classifiers
Electric potential
Power quality
Voltage control
3 引用 (Scopus)

Method for rapidly determining line drop compensator parameters of low-voltage regulator using classifiers

Kikusato, H., Takahashi, N., Yoshinaga, J., Fujimoto, Y., Hayashi, Y., Kusagawa, S. & Motegi, N., 2015 7 1, : : IEEJ Transactions on Power and Energy. 135, 7, p. 446-453 8 p.

研究成果: Article

Voltage regulators
Classifiers
Electric potential
Voltage control
Computer simulation
1 引用 (Scopus)

OLTC and multiple SVRs in distribution system by using database

Kawano, S., Yoshizawa, S., Fujimoto, Y. & Hayashi, Y., 2015 8 5, IYCE 2015 - Proceedings: 2015 5th International Youth Conference on Energy. Institute of Electrical and Electronics Engineers Inc., 7180777

研究成果: Conference contribution

Voltage regulators
Electric potential
9 引用 (Scopus)

On detection of cyber attacks against voltage control in distribution power grids

Isozaki, Y., Yoshizawa, S., Fujimoto, Y., Ishii, H., Ono, I., Onoda, T. & Hayashi, Y., 2015 1 12, 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014. Institute of Electrical and Electronics Engineers Inc., p. 842-847 6 p. 7007753

研究成果: Conference contribution

Voltage control
Voltage measurement
Sensors
Distributed power generation
distribution system
4 引用 (Scopus)

The basic study for development of a method for determining the LDC parameters of LRT and SVR using PV output forecasting

Kawano, S., Yoshizawa, S., Fujimoto, Y. & Hayashi, Y., 2015 6 23, 2015 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2015. Institute of Electrical and Electronics Engineers Inc., 7131913

研究成果: Conference contribution

Voltage regulators
Voltage control
2014
2 引用 (Scopus)
Interchanges
Fuel cells
Energy utilization
Particle swarm optimization (PSO)
Computer simulation
5 引用 (Scopus)

Home energy management based on Bayesian network considering resident convenience

Shoji, T., Hirohashi, W., Fujimoto, Y. & Hayashi, Y., 2014 11 10, 2014 IEEE PES Transmission and Distribution Conference and Exposition, PES T and D-LA 2014 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 6960597

研究成果: Conference contribution

Energy management
Bayesian networks
Electricity
Energy management systems
Water heaters
2 引用 (Scopus)

Method for determining line drop compensator parameters of low voltage regulator using support vector machine

Kikusato, H., Takahashi, N., Yoshinaga, J., Fujimoto, Y., Hayashi, Y., Kusagawa, S. & Motegi, N., 2014, 2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014. IEEE Computer Society, 6816413

研究成果: Conference contribution

Voltage regulators
Support vector machines
Learning systems
Computer simulation
2013

Verification of loss reduction effect on loss minimum configuration of distribution system by zero-suppressed binary decision diagram for large penetration of residential PV

Watanabe, T., Fujimoto, Y. & Hayashi, Y., 2013, 2013 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2013. 6497872

研究成果: Conference contribution

Binary decision diagrams
Switches
2012
3 引用 (Scopus)
Categorical
Statistical Model
Bregman Divergence
Statistical Independence
Inverse function
8 引用 (Scopus)

Determination method of optimal planning and operation for residential PV system and storage battery based on weather forecast

Suzuki, R., Hayashi, Y. & Fujimoto, Y., 2012, PECon 2012 - 2012 IEEE International Conference on Power and Energy. p. 343-347 5 p. 6450235

研究成果: Conference contribution

Power generation
Energy storage
Planning
Electric rates
Personnel rating
2 引用 (Scopus)

Determination of optimal operation plans of fuel cell system in residential house with PV system

Taniguchi, Y., Fujimoto, Y. & Hayashi, Y., 2012, PECon 2012 - 2012 IEEE International Conference on Power and Energy. p. 110-115 6 p. 6450188

研究成果: Conference contribution

Fuel cells
Energy utilization
Electricity
Utility programs

Nonnegative matrix factorization via generalized product rule and its application for classification

Fujimoto, Y. & Murata, N., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 巻 7191 LNCS. p. 263-271 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 7191 LNCS).

研究成果: Conference contribution

Product rule
Non-negative Matrix Factorization
Factorization
Subspace Methods
Subspace
8 引用 (Scopus)

Pattern sequence-based energy demand forecast using photovoltaic energy records

Fujimoto, Y. & Hayashi, Y., 2012, 2012 International Conference on Renewable Energy Research and Applications, ICRERA 2012. 6477299

研究成果: Conference contribution

Pattern matching
Factorization
Tensors
Time series
2011
2 引用 (Scopus)
Weights and Measures
Divergence
Letters
Ranking
Geometry