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Course keeping for ships is the core of automatic navigation in marine technology. A nonlinear Nomoto model and a maneuvering model group (MMG) model of Yupeng ship are established and verified by the turning trial at sea, then an adaptive neuro-fuzzy inference system (ANFIS) controller is trained by learning the actual ship trial data. There is a limit to the achievable performance of ANFIS controller...
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