Renewable and Sustainable Energy Reviews最新文献

筛选
英文 中文
Advances in failure assessment of Type IV hydrogen storage vessels: A critical review IV型储氢容器失效评估的研究进展
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-04 DOI: 10.1016/j.rser.2025.116353
W.X. Sun , Y.T. Li , W.J. Huang , Y.M. Zhang , M. Fan , Z.M. Xiao , W.G. Li
{"title":"Advances in failure assessment of Type IV hydrogen storage vessels: A critical review","authors":"W.X. Sun ,&nbsp;Y.T. Li ,&nbsp;W.J. Huang ,&nbsp;Y.M. Zhang ,&nbsp;M. Fan ,&nbsp;Z.M. Xiao ,&nbsp;W.G. Li","doi":"10.1016/j.rser.2025.116353","DOIUrl":"10.1016/j.rser.2025.116353","url":null,"abstract":"<div><div>The growing demand for hydrogen energy underscores the need for reliable storage systems, with Type IV hydrogen storage vessels emerging as a leading technology due to their lightweight, exceptional durability, and high energy storage density. This review critically examines recent advances in the failure assessment of Type IV vessels, focusing on material behaviors, design considerations, failure modes, and reliability evaluation methods. First, the discussion begins with an overview of hydrogen storage systems, emphasizing the evolution of Type IV vessels and key design factors influencing their failure resistance, including material selection criteria and compliance with regulatory standards. Next, a detailed analysis of failure mechanisms in polymer liners and carbon fiber-reinforced polymer composites is presented, covering hydrogen permeation effects, mechanical degradation, and temperature-induced damage. The review highlights experimental and numerical techniques for characterizing and modelling these failure behaviors. Furthermore, various reliability assessment approaches-deterministic, uncertainty-based, and surrogate modeling-are evaluated for their effectiveness in predicting the lifespan of composite overwrapped pressure vessels. Despite significant progress, key challenges persist, including the accurate prediction of long-term performance under cyclic loading and extreme conditions. By consolidating key findings and identifying research gaps, this review proposes future directions to improve the safety and durability of Type IV hydrogen storage vessels, facilitating their broader adoption in sustainable energy systems.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116353"},"PeriodicalIF":16.3,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing zero-marginal-cost, intermittent renewable energy: A survey of the engineering, economic, and policy challenges 管理零边际成本,间歇性可再生能源:工程,经济和政策挑战的调查
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-04 DOI: 10.1016/j.rser.2025.116334
Matthew E. Oliver , Oliver Chapman , Santiago Grijalva , Daniel C. Matisoff , Maghfira Ramadhani , Amanda West
{"title":"Managing zero-marginal-cost, intermittent renewable energy: A survey of the engineering, economic, and policy challenges","authors":"Matthew E. Oliver ,&nbsp;Oliver Chapman ,&nbsp;Santiago Grijalva ,&nbsp;Daniel C. Matisoff ,&nbsp;Maghfira Ramadhani ,&nbsp;Amanda West","doi":"10.1016/j.rser.2025.116334","DOIUrl":"10.1016/j.rser.2025.116334","url":null,"abstract":"<div><div>The integration of renewable generation such as solar and wind is crucial to achieving decarbonization objectives. This paper provides a survey of engineering, economics, and policy challenges associated with this integration, focusing primarily on the dual problems of zero-marginal-cost generation and intermittency. From the engineering perspective, we describe challenges in the operation and planning stages of electric power systems faced with increasing renewable penetration. We review the economic challenges for restructured electricity markets and highlight important implications for energy policies designed to promote growth and spur innovation in the renewable energy sector. We argue that the engineering, economic, and policy aspects of managing zero-marginal-cost, intermittent renewable energy cannot be decoupled—these challenges are inexorably linked. Hence, we describe how these three fields must work together to understand the key interactions that will make the transition to a low-carbon energy landscape a success.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116334"},"PeriodicalIF":16.3,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computational modeling of high-concentration solar systems using ANSYS-Fluent: Verified models, implemented methods, & existing challenges 使用ANSYS-Fluent进行高浓度太阳能系统的计算建模:验证模型、实现方法和存在的挑战
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-03 DOI: 10.1016/j.rser.2025.116305
A.S. Abdelrazik , M.A. Sharafeldin , Mohamed Elwardany , A.M. Masoud , Abdelwahab N. Allam , Bashar Shboul , Ahmed O. Eissa , Mansur Aliyu
{"title":"Computational modeling of high-concentration solar systems using ANSYS-Fluent: Verified models, implemented methods, & existing challenges","authors":"A.S. Abdelrazik ,&nbsp;M.A. Sharafeldin ,&nbsp;Mohamed Elwardany ,&nbsp;A.M. Masoud ,&nbsp;Abdelwahab N. Allam ,&nbsp;Bashar Shboul ,&nbsp;Ahmed O. Eissa ,&nbsp;Mansur Aliyu","doi":"10.1016/j.rser.2025.116305","DOIUrl":"10.1016/j.rser.2025.116305","url":null,"abstract":"<div><div>Solar energy is a clean, abundant, and sustainable power source that forms the foundation of energy sustainability. Researchers have focused on examining various factors affecting solar energy generation and storage to improve the efficiency of solar collectors. They have evaluated different design criteria, considering environmental elements such as wind speed, solar radiation, and ambient temperature. Both experimental methods and numerical simulations, including Computational Fluid Dynamics (CFD), have been used. ANSYS-Fluent CFD modeling, in particular, provides a cost-effective alternative to experiments by simulating fluid flow and heat transfer within solar collectors. This article reviews recent advances in numerical modeling of concentrating solar systems, using ANSYS-Fluent, detailing the models and methods employed while discussing current challenges. It covers various solar concentrators, including evacuated tube collectors (ETC), Linear Fresnel reflectors (LFR), Compound Parabolic Collectors (CPC), and Solar Towers (ST). Summaries of previous studies are tabulated, highlighting different CFD models, techniques, and assumptions. The main goals and results of these studies are outlined. The article also discusses validation techniques and compares experimental data with simulation outcomes, assessing the employed numerical models and methods. It emphasizes common physical models, solution strategies, and assumptions used in analyzing different solar concentrating systems. Additionally, it identifies current challenges, suggests future research directions, and offers perspectives to help advance understanding. This work aims to support researchers in understanding current trends in the numerical simulation of high-concentration solar collectors. Scholars can use this resource to select appropriate models and methods, leveraging their strengths and avoiding common pitfalls in CFD analysis of solar collectors with ANSYS-Fluent.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116305"},"PeriodicalIF":16.3,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling Net-Zero: A comparative analysis of deep decarbonization studies of the US electric system 建模净零:美国电力系统深度脱碳研究的比较分析
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-02 DOI: 10.1016/j.rser.2025.116337
Ira Shavel, Emma Naden
{"title":"Modeling Net-Zero: A comparative analysis of deep decarbonization studies of the US electric system","authors":"Ira Shavel,&nbsp;Emma Naden","doi":"10.1016/j.rser.2025.116337","DOIUrl":"10.1016/j.rser.2025.116337","url":null,"abstract":"<div><div>This paper presents a comprehensive analysis of 10 recent deep decarbonization, model-based studies, focusing on future low-carbon US electricity systems. The research focuses on the structure of a decarbonized electric system, identifies key enabling technologies, and explores the role of corporate buyers in advancing these technologies, the economic and physical characteristics captured in the studies and explicitly does not consider the political issue of equity of distribution of the technologies. Key findings reveal that wind and solar resources could supply 77–96 % of generation needs, but achieving net-zero emissions economically will likely require additional “clean firm” technologies such as nuclear, natural gas with carbon capture and storage (NGCCS), biomass energy with carbon capture and storage (BECCS), geothermal, and hydroelectric power, or the addition of long-duration energy storage to supply energy during extended periods of low renewables output. Our analysis highlights the significant role of expanded transmission infrastructure, flexible demand measures, and the importance of corporate investments in emerging technologies. This review underscores the economic and operational feasibility of achieving net-zero emissions and offers actionable insights for policymakers and researchers. Recommended future steps in modeling and detailed analysis include more attention to the modeling of operational reliability as well as planned resilience and to the demonstration of the flexibility value of demand-side resources.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116337"},"PeriodicalIF":16.3,"publicationDate":"2025-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Technologies, trends, and trajectories across 100% renewable energy system analyses 100%可再生能源系统分析的技术、趋势和轨迹
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-02 DOI: 10.1016/j.rser.2025.116308
Siavash Khalili, Ayobami S. Oyewo, Gabriel Lopez, Kidirbay Kaypnazarov, Christian Breyer
{"title":"Technologies, trends, and trajectories across 100% renewable energy system analyses","authors":"Siavash Khalili,&nbsp;Ayobami S. Oyewo,&nbsp;Gabriel Lopez,&nbsp;Kidirbay Kaypnazarov,&nbsp;Christian Breyer","doi":"10.1016/j.rser.2025.116308","DOIUrl":"10.1016/j.rser.2025.116308","url":null,"abstract":"<div><div>The energy system is the primary source of greenhouse gas emissions and a major driver of climate change. This study conducts a systematic review of articles published between 1975 and 2023, selecting those that examine energy systems with at least 95% renewable energy in at least one energy sector within a defined geographic context. Based on these criteria, a total of 1067 articles were identified and included in the review. The review identifies trends in technologies, models, and techniques used in 100% renewable energy system analyses. The power sector was the most assessed, appearing in 99.5% of studies and exclusively analysed in 47%. Optimisation target functions were used in 68% of studies. Hourly time resolution was the most common, featured in 73% of the studies, while 77% used overnight greenfield modelling. Wind power and solar photovoltaics emerged as the most prevalent technologies, contributing to the energy system in 1002 and 1001 studies, respectively. Batteries were the most used storage technology with 642 studies, followed by e-hydrogen in 486 studies. Heat pumps were the leading technology in the heat sector, featured in 32% of studies based on usage. In the transport sector, battery electric vehicles were the most common technology, appearing in 33% of studies. Despite the growing volume of research, comprehensive cross-sectoral analyses remain limited, and further research is needed to assess the value contribution of each element in energy system transitions.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116308"},"PeriodicalIF":16.3,"publicationDate":"2025-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent advances in CO2 mineralization by alkaline industrial solid waste: Mechanisms, applications and perspectives 碱性工业固体废物中CO2矿化的研究进展:机理、应用与展望
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-01 DOI: 10.1016/j.rser.2025.116355
Yue Zhao , Tian Liang , Mingqian Cheng , Ling Chen , Changnan Mei , Shijin Dai , Zewei Liu , Bin Li
{"title":"Recent advances in CO2 mineralization by alkaline industrial solid waste: Mechanisms, applications and perspectives","authors":"Yue Zhao ,&nbsp;Tian Liang ,&nbsp;Mingqian Cheng ,&nbsp;Ling Chen ,&nbsp;Changnan Mei ,&nbsp;Shijin Dai ,&nbsp;Zewei Liu ,&nbsp;Bin Li","doi":"10.1016/j.rser.2025.116355","DOIUrl":"10.1016/j.rser.2025.116355","url":null,"abstract":"<div><div>The rapid development of industry has led to a continuous increase in alkaline industrial solid waste, making its sustainable resource utilization a global challenge. Using alkaline industrial solid waste for CO<sub>2</sub> mineralization helps to sequester CO<sub>2</sub> and achieve alkaline industrial waste utilization. This paper provides a comprehensive overview of the CO<sub>2</sub> mineralization mechanism and application of four typical alkaline industrial solid wastes, including steel slag (SS), fly ash (FA), red mud (RA), and desulfurization gypsum (DG). Alkaline industrial solid waste contains CaO, MgO capable of reacting with CO<sub>2</sub> to form stable carbonate-like compounds. The CO<sub>2</sub> sequestration capacities of SS, RM, FA, and DG are 52–310 g/kg SS, 5–175 g/kg RM, 11–210 g/kg FA, and 53–128 g/kg DG, respectively, depending on its composition and mineralization pathway. The technical applications can be divided into laboratory applications and pilot applications. The former reveals the CO<sub>2</sub> mineralization mechanisms, facilitating the subsequent pilot applications. The mineralized products are primarily utilized as building materials. In addition, the process of CO<sub>2</sub> mineralization by alkaline industrial solid waste faces challenges such as reaction kinetics limitations, low calcium carbonate conversion rates, and harsh reaction conditions. Finally, the mechanisms of enforced mineralization and co-mineralization of multiple alkaline solid wastes, as well as the use of machine learning (ML) to improve the efficiency of life cycle assessment (LCA), are proposed as future research directions. This paper is beneficial for guiding CO<sub>2</sub> sequestration and alkaline industrial waste recycling.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116355"},"PeriodicalIF":16.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physical model tests of Backward Bent Duct Buoy: A review 后弯管道浮标物理模型试验综述
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-10-01 DOI: 10.1016/j.rser.2025.116346
Huanbin Yang , Yongliang Zhang , Ping Luo , Peng Guo , Haochun Xu , Chen Wang , Yikuan He
{"title":"Physical model tests of Backward Bent Duct Buoy: A review","authors":"Huanbin Yang ,&nbsp;Yongliang Zhang ,&nbsp;Ping Luo ,&nbsp;Peng Guo ,&nbsp;Haochun Xu ,&nbsp;Chen Wang ,&nbsp;Yikuan He","doi":"10.1016/j.rser.2025.116346","DOIUrl":"10.1016/j.rser.2025.116346","url":null,"abstract":"<div><div>Backward Bent Duct Buoy (BBDB) is a special type of oscillating water column wave energy converter. Since its proposal in 1986, BBDB's potential for improving efficiency and practicality has attracted increasing research efforts. Studies have explored the BBDB from different perspectives and proposed diverse design modifications. However, so far, few reviews have focused on physical model tests of BBDB and its variants. The lack of structured summaries and statistical analysis could leave research themes unorganized and conclusions fragmented. Therefore, this review systematically summarizes and categorizes the major monitored indicators (dependent variables) and investigated characteristics (independent variables) in previous studies involving BBDB physical model tests. Key patterns and design insights are identified through statistical examination of data from 102 publications, including an optimal wavelength-to-device-length ratio around 2.2, an average efficiency reduction of 32 % under irregular waves, an optimal nozzle ratio clustering near 1.0 % and energy capture behavior that differs from traditional OWCs as wave tank breadth varies. Furthermore, available information on BBDB sea trial instances is compiled to bridge model-scale results with full-scale performance. This work provides the research community with a consolidated foundation for future research and design optimization, highlighting both a comprehensive compilation of previous studies and underexplored areas requiring future investigation, such as the decoupled and coupled effects of motions, performance discrepancy between turbines and orifices, assessments of variable sensitivity and array interactions.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116346"},"PeriodicalIF":16.3,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A review of corporate climate ratings: Assessing divergence from scientific expectations 企业气候评级综述:评估与科学预期的偏差
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-30 DOI: 10.1016/j.rser.2025.116352
Marine Kohler , Pascal Da Costa , François Cluzel , Loïc Umbricht
{"title":"A review of corporate climate ratings: Assessing divergence from scientific expectations","authors":"Marine Kohler ,&nbsp;Pascal Da Costa ,&nbsp;François Cluzel ,&nbsp;Loïc Umbricht","doi":"10.1016/j.rser.2025.116352","DOIUrl":"10.1016/j.rser.2025.116352","url":null,"abstract":"<div><div>Private investment and consumption choices serve as a major driver to push companies to cut their greenhouse gas emissions and align their activities with the goal of reaching global Net Zero. Sustainability scores, labels and rankings have helped guide these decisions since the 1990s. They thus have significant leverage on defining future energy consumption and production, and, more generally, the upcoming low-carbon economy. Yet, such tools are now coming under increasing scholarly criticism. In this context, this study offers a review of issues raised by scholars, an inventory of climate-related scores, labels and ranking providers and their offerings, and an assessment of scores against best-in-class practices for each issue. The concerns raised in the scientific literature are related to the accuracy, reliability, and fairness of the tools, and whether they are effective in driving corporate action. Tool providers were found to use a diversity of business models, methodologies, and definitions of corporate climate performance. Despite some variability across tools and concerns, tools remain generally opaque and poorly aligned with scientific expectations. While corporate climate performance systems typically address indirect impacts and industry and size specificities; they rarely use standardized, verified inputs, and transparent, science-based weightings. Investors, corporations, and researchers can use our results to inform their choice of information providers, and regulators might take interest in the snapshot we provide on the maturity of the corporate climate performance measurement market. This paper aims to initiate improvements in the design of sustainability information systems.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116352"},"PeriodicalIF":16.3,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A comprehensive review of frequency response and control strategies for grid-connected solar photovoltaic systems 并网太阳能光伏系统的频率响应与控制策略综述
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-30 DOI: 10.1016/j.rser.2025.116324
Ateeb Hassan, Jubaer Ahmed, Savvas Papadopoulos, Fadi Kahwash, Keng Goh
{"title":"A comprehensive review of frequency response and control strategies for grid-connected solar photovoltaic systems","authors":"Ateeb Hassan,&nbsp;Jubaer Ahmed,&nbsp;Savvas Papadopoulos,&nbsp;Fadi Kahwash,&nbsp;Keng Goh","doi":"10.1016/j.rser.2025.116324","DOIUrl":"10.1016/j.rser.2025.116324","url":null,"abstract":"<div><div>Renewable energy is the future of energy generation to meet the growing electricity demand worldwide. The extensive integration of Renewable Energy Sources (RESs) is causing a paradigm shift in the power network. Integrating RESs reduces the overall inertia of the system, which could result in occasional unstable frequency and may lead to cascading blackouts. This paper performs an overarching analysis of different frequency control techniques that support seamless integration of solar photovoltaic systems to the grid. These techniques are extensively compared based on various parameters and are categorised based on control actions and implementation to highlight their effectiveness and limitations. Before exploring frequency regulation methods, a primer on PV system modelling and configuration is given to comprehend PV integration to the grid. Furthermore, a brief synopsis of strategies utilising Energy Storage Devices (ESSs) is provided, emphasising methods that do not require ESSs. Beyond this, an overview of optimisation algorithms used in the literature for frequency regulation is given, providing a holistic understanding. Recent research highlights the growing interest in hybrid power reserve approaches, as combining diverse optimisation algorithms offers robust, reliable, fast, and adaptive solutions. This paper endeavours to provide a holistic review for researchers interested in developing frequency regulation methods for PV systems and to support industry practitioners in finding the appropriate solutions for frequency regulation-related applications.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116324"},"PeriodicalIF":16.3,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic literature review of digital twin research for photovoltaic systems: Trends, challenges, and opportunities 光伏系统数字孪生研究的系统文献综述:趋势、挑战和机遇
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-30 DOI: 10.1016/j.rser.2025.116326
Ammar Elnosh, Martina Calais, David Parlevliet
{"title":"A systematic literature review of digital twin research for photovoltaic systems: Trends, challenges, and opportunities","authors":"Ammar Elnosh,&nbsp;Martina Calais,&nbsp;David Parlevliet","doi":"10.1016/j.rser.2025.116326","DOIUrl":"10.1016/j.rser.2025.116326","url":null,"abstract":"<div><div>The accelerating deployment of photovoltaic (PV) systems intensifies the urgency to address various challenges in their performance prediction, operation and maintenance, and long-term reliability. Digital Twin (DT) technology – leveraging advancements in Industry 4.0 – offers great potential to tackle such challenges, by serving a wide range of PV applications and use cases. Nevertheless, the adoption of Digital Twins for PV systems (PVDTs) is still in its early stages, with limited published research work in this area. This paper presents a systematic literature review (SLR) of 61 peer-reviewed PVDT studies, aiming to map recent research trends, identify gaps, and provide recommendations guided by the review results. The works presented in the reviewed articles were categorized based on predefined review criteria, and were examined against a set of proposed PVDT eligibility criteria, stemming from commonly accepted generalized DT definitions and taxonomies. The review reveals that most reported implementations lack essential features, mainly bidirectional data flows and self-adaptability, with only 3.3 % of papers meeting all the eligibility criteria. Key identified trends include a dominance of data-driven models for power prediction, and limited utilization for life cycle assessments and design optimizations. Based on the review findings, the paper further introduces a general DT taxonomy tailored to PV applications and guided by the identified trends and gaps. This study emphasizes the need for unified and standardized PVDT definitions, comprehensive multi-domain modelling approaches, and integration of sustainability metrics to guide future research and industrial adoption.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116326"},"PeriodicalIF":16.3,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145216854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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×
相关产品
×
本文献相关产品
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:604180095
Book学术官方微信