[Mo1f-O12] Sub area 1-2: PV Forecast | PVSEC-35

Session Details

Sub area 1-2: Grid Integration and Energy ManagementArea1: PV in Sustainable Energy System : Sub area 1-2: Grid Integration and Energy Management

[Mo1f-O12]Sub area 1-2: PV Forecast

Mon. Nov 11, 2024 9:00 AM - 10:30 AM JST
Mon. Nov 11, 2024 12:00 AM - 1:30 AM UTC

407(4F)

Session Chair(s):Hiroyuki Hatta(CRIEPI), Masakazu Ito(Univ. of Fukui)

9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[Mo1f-O12-01]Nowcasting of the hourly global horizontal irradiance using deep learning methodology on multimodal data

*Onon Bayasgalan¹, Atsushi Akisawa¹, Amarbayar Adiyabat² (1. Tokyo University of Agriculture and Technology (Japan), 2. National University of Mongolia (Mongolia))

9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[Mo1f-O12-02]Solar irradiance Forecasting Using Vision Transformer with 2D Relative Positional Embedding

*Yuto Tanaka¹, Shinji Wakao¹ (1. Waseda University (Japan))

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[Mo1f-O12-03]Interval forecasting of solar radiation using non-parametric distribution and interval correction using random forests

*Tomotaka Toda¹, Jindan Cui¹, Yuzuru Ueda¹, Kenji Utsunomiya², Jun Sasaki², Maki Okada², Koji Yamaguchi² (1. Tokyo University of Science (Japan), 2. Japan Weather Association (Japan))

9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[Mo1f-O12-04]Integration of probabilistic solar forecasting to improve photovoltaic microgrid performance

*Ghjuvan Antone Faggianelli¹, Sarah Ouedraogo¹, Mohammed Asloune¹, Jean-Laurent Duchaud¹, Gilles Notton¹ (1. University of Corsica (France))

10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[Mo1f-O12-05]Analysis on Hit Rate Changing Trend of Positive/Negative Error Sign of A Day-ahead Forecast of Aggregated PV Power Output

*Miyu Nakamura¹, Chiyori T Urabe¹, Takeyoshi Kato¹ (1. Nagoya university (Japan))

10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)

[Mo1f-O12-06]Analysis of GEPS forecast characteristics in case TEPCO area solar irradiation forecast occures serious error

*Takahiro Takamatsu¹, Shuntaro Nakayama¹, Kou Nakajima¹, Hideaki Ohtake¹, Takashi Oozeki¹, Koji Yamaguchi² (1. National Institute of Advanced Industrial Science and Technology (Japan), 2. Japan Weather Association (Japan))

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