Chengqi Long, Xiaohui Qin, Yougang Bian, Biao Xu, Manjiang Hu
{"title":"考虑外部干扰的ROV轨迹跟踪模型预测控制*","authors":"Chengqi Long, Xiaohui Qin, Yougang Bian, Biao Xu, Manjiang Hu","doi":"10.1109/CVCI54083.2021.9661139","DOIUrl":null,"url":null,"abstract":"This paper proposes a trajectory tracking method based on model predictive control (MPC) for a remotely operated underwater vehicle (ROV) under external disturbances. Firstly, the kinematics model and dynamics model of the ROV are constructed to derive the discrete-time varying nonlinear prediction model of MPC. The external disturbance caused by ocean current is explicitly considered in the form of velocity variation instead of forces on the dynamics model. Secondly, an MPC based trajectory tracking method in the presence of external disturbances is formulated, and an objective function under LTI constraints is constructed to ensure the tracking accuracy and to prevent damage to propellers. Finally, the performance of the proposed method is verified by numerical simulations.","PeriodicalId":419836,"journal":{"name":"2021 5th CAA International Conference on Vehicular Control and Intelligence (CVCI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Trajectory tracking control of an ROV using model predictive control considering external disturbances *\",\"authors\":\"Chengqi Long, Xiaohui Qin, Yougang Bian, Biao Xu, Manjiang Hu\",\"doi\":\"10.1109/CVCI54083.2021.9661139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a trajectory tracking method based on model predictive control (MPC) for a remotely operated underwater vehicle (ROV) under external disturbances. Firstly, the kinematics model and dynamics model of the ROV are constructed to derive the discrete-time varying nonlinear prediction model of MPC. The external disturbance caused by ocean current is explicitly considered in the form of velocity variation instead of forces on the dynamics model. Secondly, an MPC based trajectory tracking method in the presence of external disturbances is formulated, and an objective function under LTI constraints is constructed to ensure the tracking accuracy and to prevent damage to propellers. Finally, the performance of the proposed method is verified by numerical simulations.\",\"PeriodicalId\":419836,\"journal\":{\"name\":\"2021 5th CAA International Conference on Vehicular Control and Intelligence (CVCI)\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 5th CAA International Conference on Vehicular Control and Intelligence (CVCI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CVCI54083.2021.9661139\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 5th CAA International Conference on Vehicular Control and Intelligence (CVCI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CVCI54083.2021.9661139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Trajectory tracking control of an ROV using model predictive control considering external disturbances *
This paper proposes a trajectory tracking method based on model predictive control (MPC) for a remotely operated underwater vehicle (ROV) under external disturbances. Firstly, the kinematics model and dynamics model of the ROV are constructed to derive the discrete-time varying nonlinear prediction model of MPC. The external disturbance caused by ocean current is explicitly considered in the form of velocity variation instead of forces on the dynamics model. Secondly, an MPC based trajectory tracking method in the presence of external disturbances is formulated, and an objective function under LTI constraints is constructed to ensure the tracking accuracy and to prevent damage to propellers. Finally, the performance of the proposed method is verified by numerical simulations.