用模型预测控制提高点吸收型波浪能变换器的发电效率

Tomoki Taniguchi, T. Fujiwara, S. Inoue, T. Ohtsuka
{"title":"用模型预测控制提高点吸收型波浪能变换器的发电效率","authors":"Tomoki Taniguchi, T. Fujiwara, S. Inoue, T. Ohtsuka","doi":"10.2534/jjasnaoe.29.171","DOIUrl":null,"url":null,"abstract":"This paper numerically investigates motion and power production characteristics of a point absorber type wave energy converter (WEC) using a model predictive control (MPC). The MPC is able to maximize power production while handling hard constraints, such as maximum motion, control force and so on. Motion and power production characteristics of the MPC were compared with two conventional control methods, the approximate complex-conjugate control with considering the copper loss (ACL) and the resistive loading control (RLC), under the sea condition of Japanese typical joint probability distribution based on a 21-year high-resolution hindcast dataset. From the numerical simulation, it was found that motion and power production characteristics of the MPC were comparable to these of the ACL if the wave height was low enough not to activate the MPC’s constraints. As the wave height increased, the two conventional control methods, excluding the MPC, couldn’t keep the WEC’s motion constraint. Moreover, the sea conditions in which the WEC with the MPC can operate as the power production mode was broadened compared with the two conventional control methods. Through the numerical simulations, it can be said that the WEC with the MPC is feasible in the sea","PeriodicalId":192323,"journal":{"name":"Journal of the Japan Society of Naval Architects and Ocean Engineers","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Power Production Efficiency Improvement of a Point Absorber Type Wave Energy Converter by Model Predictive Control\",\"authors\":\"Tomoki Taniguchi, T. Fujiwara, S. Inoue, T. Ohtsuka\",\"doi\":\"10.2534/jjasnaoe.29.171\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper numerically investigates motion and power production characteristics of a point absorber type wave energy converter (WEC) using a model predictive control (MPC). The MPC is able to maximize power production while handling hard constraints, such as maximum motion, control force and so on. Motion and power production characteristics of the MPC were compared with two conventional control methods, the approximate complex-conjugate control with considering the copper loss (ACL) and the resistive loading control (RLC), under the sea condition of Japanese typical joint probability distribution based on a 21-year high-resolution hindcast dataset. From the numerical simulation, it was found that motion and power production characteristics of the MPC were comparable to these of the ACL if the wave height was low enough not to activate the MPC’s constraints. As the wave height increased, the two conventional control methods, excluding the MPC, couldn’t keep the WEC’s motion constraint. Moreover, the sea conditions in which the WEC with the MPC can operate as the power production mode was broadened compared with the two conventional control methods. Through the numerical simulations, it can be said that the WEC with the MPC is feasible in the sea\",\"PeriodicalId\":192323,\"journal\":{\"name\":\"Journal of the Japan Society of Naval Architects and Ocean Engineers\",\"volume\":\"31 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of the Japan Society of Naval Architects and Ocean Engineers\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2534/jjasnaoe.29.171\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Japan Society of Naval Architects and Ocean Engineers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2534/jjasnaoe.29.171","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文采用模型预测控制(MPC)对点吸收波能转换器(WEC)的运动和发电特性进行了数值研究。MPC能够在处理硬约束(如最大运动、控制力等)的同时最大限度地提高功率生产。在日本典型联合概率分布海况下,基于21年高分辨率后验数据集,比较了两种传统控制方法——考虑铜损的近似复共轭控制(ACL)和电阻负荷控制(RLC),以及MPC的运动和产电特性。数值模拟发现,如果波高足够低,不会激活MPC的约束,则MPC的运动和功率产生特性与ACL相当。随着波高的增加,除MPC外,两种常规控制方法均不能保持WEC的运动约束。此外,与两种常规控制方式相比,WEC与MPC作为发电方式运行的海况范围得到了拓展。通过数值模拟,可以认为WEC与MPC在海上是可行的
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power Production Efficiency Improvement of a Point Absorber Type Wave Energy Converter by Model Predictive Control
This paper numerically investigates motion and power production characteristics of a point absorber type wave energy converter (WEC) using a model predictive control (MPC). The MPC is able to maximize power production while handling hard constraints, such as maximum motion, control force and so on. Motion and power production characteristics of the MPC were compared with two conventional control methods, the approximate complex-conjugate control with considering the copper loss (ACL) and the resistive loading control (RLC), under the sea condition of Japanese typical joint probability distribution based on a 21-year high-resolution hindcast dataset. From the numerical simulation, it was found that motion and power production characteristics of the MPC were comparable to these of the ACL if the wave height was low enough not to activate the MPC’s constraints. As the wave height increased, the two conventional control methods, excluding the MPC, couldn’t keep the WEC’s motion constraint. Moreover, the sea conditions in which the WEC with the MPC can operate as the power production mode was broadened compared with the two conventional control methods. Through the numerical simulations, it can be said that the WEC with the MPC is feasible in the sea
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信