Meng Han , Hongda Shi , Feifei Cao , Zhiwen Wei , Kai Zhu , Cui Wang , Mingqi Yu
{"title":"真实波浪气候条件下波浪能转换阵列布局优化","authors":"Meng Han , Hongda Shi , Feifei Cao , Zhiwen Wei , Kai Zhu , Cui Wang , Mingqi Yu","doi":"10.1016/j.rser.2025.115829","DOIUrl":null,"url":null,"abstract":"<div><div>The production efficiency of a wave energy converter (WEC) array depends mainly on the array layout. Therefore, optimizing the array layout to maximize the energy production of WEC arrays is an important research topic in the field of wave energy. The limitations of existing works in terms of model accuracy, layout strategy, and wave climate constrain the applicability of optimization results. This paper thoroughly investigates the inherent relationships between wave climate, wave interactions, and array layout, considering practical WEC systems and general wave climates for the first time. The aim is to provide more universal guidance for the design of WEC arrays. First, a high-fidelity time-domain numerical model of a two-body WEC array is constructed using the boundary element method to accurately assess the interactions between devices in the array. Subsequently, a novel layout strategy is presented to enhance the optimization efficiency of the array layout. After validating the numerical model and layout strategy, a thorough layout optimization of arrays consisting of 4, 8, and 12 devices in diverse wave climates is performed. The paper specifically focuses on analyzing the annual mean power output and wave interactions of the obtained optimal layouts. The wave climates considered involve both unidirectional mean and multidirectional realistic climates from three potential deployment sites. The results show that the unidirectional climate assumption significantly overestimates the constructive interactions of arrays, and the optimal layouts obtained under this assumption is not applicable to multi-directional climates.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115829"},"PeriodicalIF":16.3000,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Layout optimization of wave energy converter arrays in realistic wave climates\",\"authors\":\"Meng Han , Hongda Shi , Feifei Cao , Zhiwen Wei , Kai Zhu , Cui Wang , Mingqi Yu\",\"doi\":\"10.1016/j.rser.2025.115829\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The production efficiency of a wave energy converter (WEC) array depends mainly on the array layout. Therefore, optimizing the array layout to maximize the energy production of WEC arrays is an important research topic in the field of wave energy. The limitations of existing works in terms of model accuracy, layout strategy, and wave climate constrain the applicability of optimization results. This paper thoroughly investigates the inherent relationships between wave climate, wave interactions, and array layout, considering practical WEC systems and general wave climates for the first time. The aim is to provide more universal guidance for the design of WEC arrays. First, a high-fidelity time-domain numerical model of a two-body WEC array is constructed using the boundary element method to accurately assess the interactions between devices in the array. Subsequently, a novel layout strategy is presented to enhance the optimization efficiency of the array layout. After validating the numerical model and layout strategy, a thorough layout optimization of arrays consisting of 4, 8, and 12 devices in diverse wave climates is performed. The paper specifically focuses on analyzing the annual mean power output and wave interactions of the obtained optimal layouts. The wave climates considered involve both unidirectional mean and multidirectional realistic climates from three potential deployment sites. The results show that the unidirectional climate assumption significantly overestimates the constructive interactions of arrays, and the optimal layouts obtained under this assumption is not applicable to multi-directional climates.</div></div>\",\"PeriodicalId\":418,\"journal\":{\"name\":\"Renewable and Sustainable Energy Reviews\",\"volume\":\"218 \",\"pages\":\"Article 115829\"},\"PeriodicalIF\":16.3000,\"publicationDate\":\"2025-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Renewable and Sustainable Energy Reviews\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1364032125005027\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Renewable and Sustainable Energy Reviews","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1364032125005027","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Layout optimization of wave energy converter arrays in realistic wave climates
The production efficiency of a wave energy converter (WEC) array depends mainly on the array layout. Therefore, optimizing the array layout to maximize the energy production of WEC arrays is an important research topic in the field of wave energy. The limitations of existing works in terms of model accuracy, layout strategy, and wave climate constrain the applicability of optimization results. This paper thoroughly investigates the inherent relationships between wave climate, wave interactions, and array layout, considering practical WEC systems and general wave climates for the first time. The aim is to provide more universal guidance for the design of WEC arrays. First, a high-fidelity time-domain numerical model of a two-body WEC array is constructed using the boundary element method to accurately assess the interactions between devices in the array. Subsequently, a novel layout strategy is presented to enhance the optimization efficiency of the array layout. After validating the numerical model and layout strategy, a thorough layout optimization of arrays consisting of 4, 8, and 12 devices in diverse wave climates is performed. The paper specifically focuses on analyzing the annual mean power output and wave interactions of the obtained optimal layouts. The wave climates considered involve both unidirectional mean and multidirectional realistic climates from three potential deployment sites. The results show that the unidirectional climate assumption significantly overestimates the constructive interactions of arrays, and the optimal layouts obtained under this assumption is not applicable to multi-directional climates.
期刊介绍:
The mission of Renewable and Sustainable Energy Reviews is to disseminate the most compelling and pertinent critical insights in renewable and sustainable energy, fostering collaboration among the research community, private sector, and policy and decision makers. The journal aims to exchange challenges, solutions, innovative concepts, and technologies, contributing to sustainable development, the transition to a low-carbon future, and the attainment of emissions targets outlined by the United Nations Framework Convention on Climate Change.
Renewable and Sustainable Energy Reviews publishes a diverse range of content, including review papers, original research, case studies, and analyses of new technologies, all featuring a substantial review component such as critique, comparison, or analysis. Introducing a distinctive paper type, Expert Insights, the journal presents commissioned mini-reviews authored by field leaders, addressing topics of significant interest. Case studies undergo consideration only if they showcase the work's applicability to other regions or contribute valuable insights to the broader field of renewable and sustainable energy. Notably, a bibliographic or literature review lacking critical analysis is deemed unsuitable for publication.