Dynamic Positioning of Drilling Vessels with a Fuzzy Logic Controller

doi:10.1080/0020772021000046289

機構典藏 > College of Engineering > Graduate Institute & Department of Mechanical and Electro-Mechanical Engineering > Journal Article > Item 987654321/100575

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Title:	Dynamic Positioning of Drilling Vessels with a Fuzzy Logic Controller
Authors:	Tzung-hang Lee, Yenmi Lin
Contributors:	機械與機電工程學系暨研究所
Date:	2002-01-01
Issue Date:	2015-03-06 12:17:03 (UTC+8)
Abstract:	A fuzzy logic controller for dynamic positioning of drilling vessels in deep water is presented. The core of the fuzzy controller is a set of fuzzy associative memory (FAM) rules that correlate each group of fuzzy control input sets to a fuzzy control output set. A FAM rule is a logical if-then-type statement based on one's sense of realism and experience or can be provided by an expert operator. The design of the fuzzy controller is very simple and does not require mathematical modelling of the complicated nonlinear system based on first principles. The fuzzy controller uses measured vessel heading, yaw rate, distance and velocity of the vessel relative to the desired position (location and heading) to generate the control outputs to bring the vessel to and maintain it in the desired position. The control outputs include the rudder angle, propeller thrust and lateral bow thrust. The effectiveness and robustness of the fuzzy controller are demonstrated through numerical time-domain simulations of the dynamic positioning of a drill ship of Mariner Class hull with use of nonlinear ship equations of motions.
Relation:	International Journal of System Science, Vol. 33, No. 12, pp. 979-993
DOI:	10.1080/0020772021000046289
Appears in Collections:	[Graduate Institute & Department of Mechanical and Electro-Mechanical Engineering] Journal Article

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