{"title":"基于 FTUDE 的事件触发 NMPC,用于输入约束条件下的动态定位船轨迹跟踪","authors":"Qiang Ding, Fang Deng, Zhiyu Du, Shuai Zhang","doi":"10.1016/j.oceaneng.2024.119682","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the trajectory tracking problem of dynamic positioning ships under input constraints, model uncertainties and time-varying environmental disturbances. Firstly, the unmodeled nonlinear dynamics of the dynamic positioning (DP) ship and the external disturbances are integrated together as lumped uncertainties, and a fixed-time uncertainty and disturbance estimator (FTUDE) based on an integral sliding mode is developed to compensate effects of the lumped uncertainties. Then, the event-triggered nonlinear model predictive control (ENMPC) trajectory tracking control strategy for DP ship is established by introducing the event-triggered mechanism into nonlinear model predictive control, which can reduce the computational resource consumption while ensuring control effectiveness. The feasibility and input-to-state stability of ENMPC with FTUDE have been proved. Comparison simulations have been conducted to validate the effectiveness and superiority of the proposed method.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"314 ","pages":"Article 119682"},"PeriodicalIF":4.6000,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"FTUDE based event-triggered NMPC for trajectory tracking of dynamic positioning ships under input constraints\",\"authors\":\"Qiang Ding, Fang Deng, Zhiyu Du, Shuai Zhang\",\"doi\":\"10.1016/j.oceaneng.2024.119682\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the trajectory tracking problem of dynamic positioning ships under input constraints, model uncertainties and time-varying environmental disturbances. Firstly, the unmodeled nonlinear dynamics of the dynamic positioning (DP) ship and the external disturbances are integrated together as lumped uncertainties, and a fixed-time uncertainty and disturbance estimator (FTUDE) based on an integral sliding mode is developed to compensate effects of the lumped uncertainties. Then, the event-triggered nonlinear model predictive control (ENMPC) trajectory tracking control strategy for DP ship is established by introducing the event-triggered mechanism into nonlinear model predictive control, which can reduce the computational resource consumption while ensuring control effectiveness. The feasibility and input-to-state stability of ENMPC with FTUDE have been proved. Comparison simulations have been conducted to validate the effectiveness and superiority of the proposed method.</div></div>\",\"PeriodicalId\":19403,\"journal\":{\"name\":\"Ocean Engineering\",\"volume\":\"314 \",\"pages\":\"Article 119682\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-11-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ocean Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0029801824030208\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, CIVIL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ocean Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0029801824030208","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
FTUDE based event-triggered NMPC for trajectory tracking of dynamic positioning ships under input constraints
This study investigates the trajectory tracking problem of dynamic positioning ships under input constraints, model uncertainties and time-varying environmental disturbances. Firstly, the unmodeled nonlinear dynamics of the dynamic positioning (DP) ship and the external disturbances are integrated together as lumped uncertainties, and a fixed-time uncertainty and disturbance estimator (FTUDE) based on an integral sliding mode is developed to compensate effects of the lumped uncertainties. Then, the event-triggered nonlinear model predictive control (ENMPC) trajectory tracking control strategy for DP ship is established by introducing the event-triggered mechanism into nonlinear model predictive control, which can reduce the computational resource consumption while ensuring control effectiveness. The feasibility and input-to-state stability of ENMPC with FTUDE have been proved. Comparison simulations have been conducted to validate the effectiveness and superiority of the proposed method.
期刊介绍:
Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.