Application of support vector machine to ship steering |
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Authors: | Wei-lin Luo Zao-jian Zou Tie-shan Li |
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Institution: | (1) School of Naval Architecture, Ocean and Civil Engineering, Rapid City, USA;(2) State Key Laboratory of Ocean Engineering, Shanghai Jiaotong University, Shanghai, 200240, China |
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Abstract: | System identification is an effective way for modeling ship manoeuvring motion and ship manoeuvrability prediction. Support vector machine is proposed to identify the manoeuvring indices in four different response models of ship steering motion, including the first order linear, the first order nonlinear, the second order linear and the second order nonlinear models. Predictions of manoeuvres including trained samples by using the identified parameters are compared with the results of free-running model tests. It is discussed that the different four categories are consistent with each other both analytically and numerically. The generalization of the identified model is verified by predicting different untrained manoeuvres. The simulations and comparisons demonstrate the validity of the proposed method. |
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Keywords: | ship steering parameter identification response model support vector machine |
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