| Presentation | 2021-03-16 Modeling Inter-sector Air Traffic Flow and Congestion Degree Prediction Ryosuke Mishima, Kunihiko Hiraishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In 2015, the Ministry of Land, Infrastructure and Transportation have started to provide information on aircraft flying over Japan, called CARATS Open Data, and conducted research on aviation systems actively. Airspace is divided into sectors, which are used for limiting air traffic to control safely and efficiently. The demand for air transportation is increasing. By this reason, new optimization techniques and efficient control have been demanded to predict and resolve demand-capacity imbalances in the airspace. In this paper, we aim to build models by applying clustering analysis to state transition matrices generated from CARATS Open Data. In addition, we propose a method to predict congestion of sector based on Aggregate Sector Flow Model and evaluates the prediction accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Predictive modeling / Big data / Clustering |
| Paper # | MSS2020-49 |
| Date of Issue | 2021-03-08 (MSS) |
| Conference Information | |
| Committee | NLP / MSS |
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| Conference Date | 2021/3/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
| Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) / Shigemasa Takai(Osaka Univ.) |
| Vice Chair | Takuji Kosaka(Chukyo Univ.) / Atsuo Ozaki(Osaka Inst. of Tech.) |
| Secretary | Takuji Kosaka(Kyushu Inst. of Tech.) / Atsuo Ozaki(Kagawa Univ.) |
| Assistant | Toshikaza Samura(Yamaguchi Univ.) / Hideyuki Kato(Oita Univ.) / Naoki Hayashi(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Mathematical Systems Science and its Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Modeling Inter-sector Air Traffic Flow and Congestion Degree Prediction |
| Sub Title (in English) | |
| Keyword(1) | Predictive modeling |
| Keyword(2) | Big data |
| Keyword(3) | Clustering |
| 1st Author's Name | Ryosuke Mishima |
| 1st Author's Affiliation | Japan Advanced Institute of Science and Technology(JAIST) |
| 2nd Author's Name | Kunihiko Hiraishi |
| 2nd Author's Affiliation | Japan Advanced Institute of Science and Technology(JAIST) |
| Date | 2021-03-16 |
| Paper # | MSS2020-49 |
| Volume (vol) | vol.120 |
| Number (no) | MSS-429 |
| Page | pp.pp.27-32(MSS), |
| #Pages | 6 |
| Date of Issue | 2021-03-08 (MSS) |