Presentation | 2019-01-15 [Invited Talk] Electricity Demand Forecasting by Machine Learning Hiromasa Shin, Yoshiaki Shiga, Mitsuru Kakimoto, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | An accurate electricity demand forecasting is indispensable for economical operation of power system. We have been developing accurate forecast algorithms for electricity demand, market price and renewable power generation. These algorithms are needed for decarbonization, liberalization, and digitalization in power system. This report introduce research topic of demand forecast algorithm by combining numerical weather prediction and machine learning. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Demand Forecasting / Machine Learning / Numerical Weather Prediction / Renewable Energy |
Paper # | MSS2018-64,SS2018-35 |
Date of Issue | 2019-01-08 (MSS, SS) |
Conference Information | |
Committee | MSS / SS |
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Conference Date | 2019/1/15(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Morikazu Nakamura(Univ. of Ryukyus) / Akio Nakata(Hiroshima City Univ.) |
Vice Chair | Shigemasa Takai(Osaka Univ.) / Takashi Kobayashi(Tokyo Inst. of Tech.) |
Secretary | Shigemasa Takai(Toshiba) / Takashi Kobayashi(Osaka Univ.) |
Assistant | Hideki Kinjo(Okinawa Univ.) / Shinpei Hayashi(Tokyo Inst. of Tech.) |
Paper Information | |
Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Software Science |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | [Invited Talk] Electricity Demand Forecasting by Machine Learning |
Sub Title (in English) | Potential of Utilizing Numerical Weather Prediction by Machine Learning |
Keyword(1) | Demand Forecasting |
Keyword(2) | Machine Learning |
Keyword(3) | Numerical Weather Prediction |
Keyword(4) | Renewable Energy |
1st Author's Name | Hiromasa Shin |
1st Author's Affiliation | Toshiba Corporation(Toshiba) |
2nd Author's Name | Yoshiaki Shiga |
2nd Author's Affiliation | Toshiba Corporation(Toshiba) |
3rd Author's Name | Mitsuru Kakimoto |
3rd Author's Affiliation | Toshiba Corporation(Toshiba) |
Date | 2019-01-15 |
Paper # | MSS2018-64,SS2018-35 |
Volume (vol) | vol.118 |
Number (no) | MSS-384,SS-385 |
Page | pp.pp.55-56(MSS), pp.55-56(SS), |
#Pages | 2 |
Date of Issue | 2019-01-08 (MSS, SS) |