Rudder/fin joint anti-rolling control system based on interference model predictive control and sliding mode observer
To overcome the difficulties of time-varying disturbance, model mismatch, and frequent operation in the rudder/fin joint control system, an interference model predictive control (I-MPC) rudder/fin joint control system with sliding mode observer is proposed. Considering that the model mismatch proble...
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Veröffentlicht in: | Transactions of the Institute of Measurement and Control 2023-12, Vol.45 (16), p.3198-3210 |
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creator | Sun, Mingxiao Zhang, Wenyu Zhang, Yongde Luan, Tiantian Yuan, Xiaoliang Li, Xiaogang |
description | To overcome the difficulties of time-varying disturbance, model mismatch, and frequent operation in the rudder/fin joint control system, an interference model predictive control (I-MPC) rudder/fin joint control system with sliding mode observer is proposed. Considering that the model mismatch problem occurs when the ship is sailing, the model mismatch and external disturbance are regarded as the total disturbance. A discrete 3-degree-of-freedom ship disturbance mathematical model is established. The rudder angle and fin angle are selected as the system inputs, then a sliding mode observer is designed to observe the time-varying disturbance and system output in real time. Different from traditional MPC and feedforward compensation, I-MPC will predict the output based on the disturbance observation value, and the control law is solved under rudder/fin angle and angular velocity constraints. Simulation results show that the proposed method improves the tracking performance and anti-disturbance performance of the rudder/fin system. The observer has high observation accuracy for constant, sinusoidal, and time-varying disturbances. Mechanism wear and energy loss caused by frequent operation are avoided. |
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Considering that the model mismatch problem occurs when the ship is sailing, the model mismatch and external disturbance are regarded as the total disturbance. A discrete 3-degree-of-freedom ship disturbance mathematical model is established. The rudder angle and fin angle are selected as the system inputs, then a sliding mode observer is designed to observe the time-varying disturbance and system output in real time. Different from traditional MPC and feedforward compensation, I-MPC will predict the output based on the disturbance observation value, and the control law is solved under rudder/fin angle and angular velocity constraints. Simulation results show that the proposed method improves the tracking performance and anti-disturbance performance of the rudder/fin system. The observer has high observation accuracy for constant, sinusoidal, and time-varying disturbances. 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Considering that the model mismatch problem occurs when the ship is sailing, the model mismatch and external disturbance are regarded as the total disturbance. A discrete 3-degree-of-freedom ship disturbance mathematical model is established. The rudder angle and fin angle are selected as the system inputs, then a sliding mode observer is designed to observe the time-varying disturbance and system output in real time. Different from traditional MPC and feedforward compensation, I-MPC will predict the output based on the disturbance observation value, and the control law is solved under rudder/fin angle and angular velocity constraints. Simulation results show that the proposed method improves the tracking performance and anti-disturbance performance of the rudder/fin system. The observer has high observation accuracy for constant, sinusoidal, and time-varying disturbances. Mechanism wear and energy loss caused by frequent operation are avoided.</description><subject>Angular velocity</subject><subject>Constraint modelling</subject><subject>Control systems</subject><subject>Control theory</subject><subject>Interference</subject><subject>Predictive control</subject><subject>Rudders</subject><subject>Sliding mode control</subject><subject>Wear mechanisms</subject><issn>0142-3312</issn><issn>1477-0369</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kE1LAzEQhoMoWKs_wFvA87ZJNptkj1L8goIgel6ym0lJ2SY1yRb6792logfxMjMwz_MODEK3lCwolXJJKGdlSRkrKRVMUnKGZpRLWZBS1OdoNu2LCbhEVyltCSGcCz5Dw9tgDMSldR5vg_MZa59dEUPfO7_BXfB5nHE6pgw73OoEBgePRxCihQi-A7wLBnq8j2Bcl90BfiztDU69M1PSBOHQJogHiNfowuo-wc13n6OPx4f31XOxfn16Wd2vi44JngsjuQEhNTG2torVtaItCCWIJMCFIECthcraqVZCtdwYq0Ax0rFKVgzKObo75e5j-Bwg5WYbhujHkw1TtWCqrJkcKXqiuhhSimCbfXQ7HY8NJc303ebPd0dncXKS3sBv6v_CF_Jie90</recordid><startdate>202312</startdate><enddate>202312</enddate><creator>Sun, Mingxiao</creator><creator>Zhang, Wenyu</creator><creator>Zhang, Yongde</creator><creator>Luan, Tiantian</creator><creator>Yuan, Xiaoliang</creator><creator>Li, Xiaogang</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0003-0593-7591</orcidid><orcidid>https://orcid.org/0000-0001-5107-7380</orcidid><orcidid>https://orcid.org/0000-0001-6109-9364</orcidid><orcidid>https://orcid.org/0000-0001-6528-919X</orcidid><orcidid>https://orcid.org/0000-0003-3670-7430</orcidid><orcidid>https://orcid.org/0000-0002-4525-1415</orcidid></search><sort><creationdate>202312</creationdate><title>Rudder/fin joint anti-rolling control system based on interference model predictive control and sliding mode observer</title><author>Sun, Mingxiao ; Zhang, Wenyu ; Zhang, Yongde ; Luan, Tiantian ; Yuan, Xiaoliang ; Li, Xiaogang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c264t-d74de67a0df9f829981be686070e4660e1ffe5ffffe5568b4ddf8e820c25752e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Angular velocity</topic><topic>Constraint modelling</topic><topic>Control systems</topic><topic>Control theory</topic><topic>Interference</topic><topic>Predictive control</topic><topic>Rudders</topic><topic>Sliding mode control</topic><topic>Wear mechanisms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Mingxiao</creatorcontrib><creatorcontrib>Zhang, Wenyu</creatorcontrib><creatorcontrib>Zhang, Yongde</creatorcontrib><creatorcontrib>Luan, Tiantian</creatorcontrib><creatorcontrib>Yuan, Xiaoliang</creatorcontrib><creatorcontrib>Li, Xiaogang</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Transactions of the Institute of Measurement and Control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sun, Mingxiao</au><au>Zhang, Wenyu</au><au>Zhang, Yongde</au><au>Luan, Tiantian</au><au>Yuan, Xiaoliang</au><au>Li, Xiaogang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rudder/fin joint anti-rolling control system based on interference model predictive control and sliding mode observer</atitle><jtitle>Transactions of the Institute of Measurement and Control</jtitle><date>2023-12</date><risdate>2023</risdate><volume>45</volume><issue>16</issue><spage>3198</spage><epage>3210</epage><pages>3198-3210</pages><issn>0142-3312</issn><eissn>1477-0369</eissn><abstract>To overcome the difficulties of time-varying disturbance, model mismatch, and frequent operation in the rudder/fin joint control system, an interference model predictive control (I-MPC) rudder/fin joint control system with sliding mode observer is proposed. Considering that the model mismatch problem occurs when the ship is sailing, the model mismatch and external disturbance are regarded as the total disturbance. A discrete 3-degree-of-freedom ship disturbance mathematical model is established. The rudder angle and fin angle are selected as the system inputs, then a sliding mode observer is designed to observe the time-varying disturbance and system output in real time. Different from traditional MPC and feedforward compensation, I-MPC will predict the output based on the disturbance observation value, and the control law is solved under rudder/fin angle and angular velocity constraints. Simulation results show that the proposed method improves the tracking performance and anti-disturbance performance of the rudder/fin system. The observer has high observation accuracy for constant, sinusoidal, and time-varying disturbances. 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subjects | Angular velocity Constraint modelling Control systems Control theory Interference Predictive control Rudders Sliding mode control Wear mechanisms |
title | Rudder/fin joint anti-rolling control system based on interference model predictive control and sliding mode observer |
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