基于长短期记忆网络的大型漂浮式风力发电机平台运动极短期预报方法
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卫慧, 陈鹏, 张芮菡, 程正顺
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Ultra-Short-Term Platform Motion Prediction Method of Large Floating Wind Turbines Based on LSTM Network
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WEI Hui, CHEN Peng, ZHANG Ruihan, CHENG Zhengshun
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表2 工况表
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Tab.2 Test matrix
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| 编号 | 时间周期 | Hs/m | Tp/s | 风速/(m·s-1) | 流速/(m·s-1) | 浪向/(°) | 风向/(°) | 流向/(°) | | 1 | 2018-01-06T08:00 | 4.4 | 10.9 | 13.7 | 0.21 | 17 | 11 | 19 | | 2 | 2018-01-09T09:40 | 3.2 | 9.3 | 13.9 | 0.09 | 131 | 146 | 303 | | 3 | 2018-01-14T15:40 | 4.2 | 8.7 | 20.4 | 0.32 | 165 | 174 | 24 | | 4 | 2018-02-13T01:20 | 2.1 | 6.5 | 15.5 | 0.27 | 201 | 174 | 187 | | 5 | 2018-03-26T23:30 | 2.2 | 10.6 | 8.5 | 0.24 | 14 | 172 | 16 | | 6 | 2018-04-14T00:40 | 2.1 | 10.5 | 5.2 | 0.32 | 107 | 171 | 195 | | 7 | 2018-05-02T04:00 | 2.3 | 6.5 | 15.6 | 0.12 | 185 | 175 | 233 | | 8 | 2018-07-29T04:00 | 3.0 | 7.9 | 16.6 | 0.33 | 161 | 179 | 44 | | 9 | 2018-02-24T04:50 | 2.5 | 7.3 | 14.1 | 0.17 | 164 | 161 | 150 |
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