Enhancements in Day-Ahead Forecasts of Solar Irradiation with Machine Learning: A Novel Analysis with the Japanese Mesoscale Model
da Silva Fonseca, Joao Gari, Uno, Fumichika, Ohtake, Hideaki, Oozeki, Takashi, Ogimoto, Kazuhiko
Published in Journal of applied meteorology and climatology (01.05.2020)
Published in Journal of applied meteorology and climatology (01.05.2020)
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Journal Article
Regional forecasts of photovoltaic power generation according to different data availability scenarios: a study of four methods
Fonseca Junior, Joao Gari da Silva, Oozeki, Takashi, Ohtake, Hideaki, Takashima, Takumi, Ogimoto, Kazuhiko
Published in Progress in photovoltaics (01.10.2015)
Published in Progress in photovoltaics (01.10.2015)
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Journal Article
Accuracy of the solar irradiance forecasts of the Japan Meteorological Agency mesoscale model for the Kanto region, Japan
Ohtake, Hideaki, Shimose, Ken-ichi, Fonseca, Joao Gari da Silva, Takashima, Takumi, Oozeki, Takashi, Yamada, Yoshinori
Published in Solar energy (01.12.2013)
Published in Solar energy (01.12.2013)
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Journal Article
Use of support vector regression and numerically predicted cloudiness to forecast power output of a photovoltaic power plant in Kitakyushu, Japan
da Silva Fonseca Jr, Joao Gari, Oozeki, Takashi, Takashima, Takumi, Koshimizu, Gentarou, Uchida, Yoshihisa, Ogimoto, Kazuhiko
Published in Progress in photovoltaics (01.11.2012)
Published in Progress in photovoltaics (01.11.2012)
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Journal Article
Regional and seasonal characteristics of global horizontal irradiance forecasts obtained from the Japan Meteorological Agency mesoscale model
Ohtake, Hideaki, da Silva Fonseca, Joao Gari, Takashima, Takumi, Oozeki, Takashi, Shimose, Ken-ichi, Yamada, Yoshinori
Published in Solar energy (01.06.2015)
Published in Solar energy (01.06.2015)
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Journal Article
Regional photovoltaic power fluctuations within frequency regulation control time frames: A study with high‐resolution data
Gari da Silva Fonseca Junior, Joao, Nishitsuji, Yuki, Udagawa, Yusuke, Urabe, Chiyori T., Saito, Tetsuo, Uno, Fumichika, Ohtake, Hideaki, Oozeki, Takashi, Ogimoto, Kazuhiko
Published in Progress in photovoltaics (01.06.2018)
Published in Progress in photovoltaics (01.06.2018)
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Journal Article
Cooperative home energy management using batteries for a photovoltaic system considering the diversity of households
Iwafune, Yumiko, Ikegami, Takashi, Fonseca, Joao Gari da Silva, Oozeki, Takashi, Ogimoto, Kazuhiko
Published in Energy conversion and management (15.05.2015)
Published in Energy conversion and management (15.05.2015)
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Journal Article
Regional forecasts and smoothing effect of photovoltaic power generation in Japan: An approach with principal component analysis
da Silva Fonseca Junior, Joao Gari, Oozeki, Takashi, Ohtake, Hideaki, Shimose, Ken-ichi, Takashima, Takumi, Ogimoto, Kazuhiko
Published in Renewable energy (01.08.2014)
Published in Renewable energy (01.08.2014)
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Journal Article
Forecasting Regional Photovoltaic Power Generation - A Comparison of Strategies to Obtain One-Day-Ahead Data
Junior, Joao Gari da Silva Fonseca, Oozeki, Takashi, Ohtake, Hideaki, Shimose, Ken-ichi, Takashima, Takumi, Ogimoto, Kazuhiko
Published in Energy procedia (2014)
Published in Energy procedia (2014)
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Journal Article
A case study of outlier event on solar irradiance forecasts from the two NWPs with different horizontal resolutions
Ohtake, Hideaki, Takashima, Takumi, Oozeki, Takashi, da Silva Fonseca, Joao Gari, Yamada, Yoshinori
Published in Renewable energy and environmental sustainability (2016)
Published in Renewable energy and environmental sustainability (2016)
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Journal Article
Application of battery energy storage system to power system operation for reduction in pv curtailment based on few-hours-ahead PV forecast
Masuta, Taisuke, Gari da Silva, Joao, Fonseca, Ootake, Hideaki, Murata, Akinobu
Published in 2016 IEEE International Conference on Power System Technology (POWERCON) (01.09.2016)
Published in 2016 IEEE International Conference on Power System Technology (POWERCON) (01.09.2016)
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Conference Proceeding
Impact of aerosols on the forecast accuracy of solar irradiance calculated by a numerical weather prediction model
Shimose, Ken-ichi, Ohtake, Hideaki, Fonseca, Joao Gari da Silva, Takashima, Takumi, Oozeki, Takashi, Yamada, Yoshinori
Published in The European physical journal. ST, Special topics (01.10.2014)
Published in The European physical journal. ST, Special topics (01.10.2014)
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Journal Article
Economic impact of photovoltaic power forecast error on power system operation in Japan
Udagawa, Yusuke, Ogimoto, Kazuhiko, da Silva, Joao Gari, Junior, Fonseca, Ohtake, Hideaki, Fukutome, Suguru
Published in 2017 IEEE Manchester PowerTech (01.06.2017)
Published in 2017 IEEE Manchester PowerTech (01.06.2017)
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Conference Proceeding
Seasonal and Regional Variations of the Range of Forecast Errors of Global Irradiance by the Japanese Operational Physical Model
Ohtake, Hideaki, Shimose, Ken-ichi, Foncseca, Joao Gari da Silva, Takashima, Takumi, Oozeki, Takashi, Yamada, Yoshinori
Published in Energy procedia (2014)
Published in Energy procedia (2014)
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Journal Article
Power system operation by prediction interval of photovoltaic generation forecast
Masuta, Taisuke, Da Silva Fonseca, Joao Gari, Oozeki, Takashi, Murata, Akinobu
Published in 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS) (01.12.2015)
Published in 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS) (01.12.2015)
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Conference Proceeding
Improvement of the Japan Meteorological Agency Meso-Scale Model for the Forecasting the Photovoltaic Power Production: Modification of the Cloud Scheme
Shimose, Ken-ichi, Ohtake, Hideaki, Fonseca, Joao Gari da Silva, Takashima, Takumi, Oozeki, Takashi, Yamada, Yoshinori
Published in Energy procedia (2014)
Published in Energy procedia (2014)
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Journal Article
Improving Regional PV Power Curtailment with Better Day-ahead PV Forecasts: An Evaluation of 3 Forecasts
Junior, Joao Gari da Silva Fonseca, Nishitsuji, Yuki, Udagawa, Yusuke, Oozeki, Takashi, Ogimoto, Kazuhiko
Published in 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC) (01.06.2018)
Published in 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC) (01.06.2018)
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Conference Proceeding