基于长短期记忆网络的半潜平台波浪爬升预报

李琰, 肖龙飞, 魏汉迪, 寇雨丰

Wave Run-Up Prediction of Semi-Submersible Platforms Based on Long Short-Term Memory Network

LI Yan, XIAO Longfei, WEI Handi, KOU Yufeng

表4 不同测试工况下波浪爬升高度预报精度统计结果

Tab.4 Prediction accuracy statistics in different test cases

提前预 报量/s 预报精度/% W1 W2 W3 W4 平均值 0 98.97 96.20 95.84 94.57 99.96 95.89 96.91 6 95.27 86.73 91.17 91.26 97.22 95.75 92.90 12 86.42 75.16 84.38 81.96 90.99 85.62 84.09