Renewable and Sustainable Energy Reviews最新文献

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Advancing psychrophilic anaerobic digestion reactor design through biotic and abiotic insights 通过生物和非生物的见解推进亲冷厌氧消化反应器设计
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-08 DOI: 10.1016/j.rser.2025.116281
Buchun Si , Huige Xing , Bo Zhou , Dingna Ma , Haifeng Lu , Chaoyuan Wang , Weizhong Jiang
{"title":"Advancing psychrophilic anaerobic digestion reactor design through biotic and abiotic insights","authors":"Buchun Si ,&nbsp;Huige Xing ,&nbsp;Bo Zhou ,&nbsp;Dingna Ma ,&nbsp;Haifeng Lu ,&nbsp;Chaoyuan Wang ,&nbsp;Weizhong Jiang","doi":"10.1016/j.rser.2025.116281","DOIUrl":"10.1016/j.rser.2025.116281","url":null,"abstract":"<div><div>Psychrophilic anaerobic digestion (&lt;25 °C) offers significant advantages in terms of reduced energy input and suitability for cold regions compared to mesophilic (30–40 °C) and thermophilic (50–60 °C) conditions. Despite extensive efforts to improve psychrophilic anaerobic digestion, the existing literature is diverse and fragmented, limiting the understanding of the roles and effects of biotic and abiotic shifts critical to these systems. To address this gap, this study reviewed critical issues for the transition from mesophilic/thermophilic to psychrophilic conditions, focusing on the biotic and abiotic factors, including the physical and chemical properties of multiphase systems, mass/electrons transfer, microbial community structures, enzyme activities, and the thermodynamics and kinetics of biochemical reactions. Additionally, various reactor configurations for psychrophilic anaerobic digestion, such as granular sludge and biofilm-based reactors, anaerobic membrane bioreactors, multi-stage anaerobic reactors, direct interspecies electron transfer-assisted reactors, and bioelectrochemical system-assisted reactors, were evaluated and compared. Particular emphasis was placed on the design principles and configurations of these reactors. This review aimed to bridge the gap between reactor design strategies and their underlying mechanisms, offering valuable insights to guide and optimize psychrophilic anaerobic digestion in the future.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116281"},"PeriodicalIF":16.3,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145010480","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
Review of renewable energy-based products application for battery thermal management 可再生能源产品在电池热管理中的应用综述
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-07 DOI: 10.1016/j.rser.2025.116247
Farbod Esmaeilion , Siamak Hoseinzadeh , Safiye Shafiei , Ebrahim Pilali , Alireza Taklifi , M. Soltani , Davide Astiaso Garcia
{"title":"Review of renewable energy-based products application for battery thermal management","authors":"Farbod Esmaeilion ,&nbsp;Siamak Hoseinzadeh ,&nbsp;Safiye Shafiei ,&nbsp;Ebrahim Pilali ,&nbsp;Alireza Taklifi ,&nbsp;M. Soltani ,&nbsp;Davide Astiaso Garcia","doi":"10.1016/j.rser.2025.116247","DOIUrl":"10.1016/j.rser.2025.116247","url":null,"abstract":"<div><div>Battery overheating can have detrimental effects on battery performance, safety, longevity, and environmental sustainability. Implementing effective thermal management strategies and safety measures to prevent overheating and ensure the safe and reliable operation of batteries in numerous applications is decisive. Reduced battery lifespan, safety hazards, performance degradation, loss of functionality, environmental impacts, and costs of replacement or repair are the detrimental impacts of battery operation in electric cars, renewable energy storage facilities, consumer appliances, and grid-scale energy storage systems. Renewable energy-based products can be effectively utilized for Battery Thermal Management Systems (BTMS) in several ways, confirming the ideal performance, longevity, and protection of batteries. The analysis demonstrates that renewable-integrated BTMS reduced peak battery temperatures by up to 15 °C, significantly lowering the risk of thermal runaway and extending battery lifespan. Solar-powered ventilation systems decreased cooling energy consumption by nearly 70 % compared with conventional methods, while biomass-driven PCMs maintained battery temperatures below 60 °C under high C-rate discharges. By integrating renewable energy-based products for BTMS, such as solar-powered ventilation systems, geothermal cooling technologies, wind-powered ventilation/cooling systems, hydroelectric facilities, and biomass energy-driven systems, the integration of renewable energy-based products enables maintainable and systematic operation of battery systems while dropping dependence on non-renewable energy resources and diminishing environmental influence. Geothermal-PVT hybrid systems improved overall energy efficiency by 53 % and decreased total energy consumption by 25.7 %, whereas hydrogen-based cooling stabilized battery temperatures below 30.5 °C with thermal gradients under 7 °C. Hybrid RES–BTMS configurations reduced the levelized cost of energy to 0.094 USD/kWh and lowered greenhouse gas emissions by up to 3.5 million kg CO<sub>2</sub> annually, indicating substantial environmental and economic benefits. The identified trend provides a practical pathway to attain the required specifications for environmentally benign, economic, and efficient performance. The proposed concept of renewable-energy-based BTMS enables electricity, material, and fuel production as a solution for future operations in the BTMS. A comprehensive examination of the concept has been presented in the review.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116247"},"PeriodicalIF":16.3,"publicationDate":"2025-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145007630","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 bismuth oxyhalides BiOX (X = Cl, Br and I) based photocatalyst: Synthesis, properties, applications and looking beyond 氧化卤化铋BiOX (X = Cl, Br和I)基光催化剂的最新进展:合成、性能、应用和展望
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-06 DOI: 10.1016/j.rser.2025.116249
Linlin Zhang , Xiaonan Sun , Rongrong Chen , Jun Wang
{"title":"Recent advances in bismuth oxyhalides BiOX (X = Cl, Br and I) based photocatalyst: Synthesis, properties, applications and looking beyond","authors":"Linlin Zhang ,&nbsp;Xiaonan Sun ,&nbsp;Rongrong Chen ,&nbsp;Jun Wang","doi":"10.1016/j.rser.2025.116249","DOIUrl":"10.1016/j.rser.2025.116249","url":null,"abstract":"<div><div>To solve the problems of global energy shortage and environmental pollution, in recent years, semiconductor photocatalysis technology that converts solar energy into chemical energy has been extensively studied. In terms of semiconductor photocatalysts, BiOX has received extensive attention due to its adjustable band structure and the characteristics of exposing different high-energy surfaces. A large number of studies have shown that BiOX-based photocatalysts have excellent photocatalytic performance in energy and environmental purification. This article reviews the latest developments in the design and synthesis of various BiOX and BiOX-based photocatalysts. The basic physical and chemical properties of BiOX and its growth mechanism are summarized. In addition, the application of BiOX-based photocatalysts in photocatalytic hydrogen production, CO<sub>2</sub> reduction to hydrocarbon fuels, and pollutant degradation are also discussed. Finally, a brief outlook on the development prospects and challenges of BiOX and BiOX-based photocatalysts is given.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116249"},"PeriodicalIF":16.3,"publicationDate":"2025-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145004512","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
Life cycle greenhouse gas emissions of imported renewable hydrogen and hydrogen carriers – a comparative review 进口可再生氢与氢载体生命周期温室气体排放比较研究
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-05 DOI: 10.1016/j.rser.2025.116275
Nora Elhaus , Akshat Sharma , Maximilian Weitzer , Katharina Herkendell , Jürgen Karl
{"title":"Life cycle greenhouse gas emissions of imported renewable hydrogen and hydrogen carriers – a comparative review","authors":"Nora Elhaus ,&nbsp;Akshat Sharma ,&nbsp;Maximilian Weitzer ,&nbsp;Katharina Herkendell ,&nbsp;Jürgen Karl","doi":"10.1016/j.rser.2025.116275","DOIUrl":"10.1016/j.rser.2025.116275","url":null,"abstract":"<div><div>The import of renewable gases is considered an essential step towards achieving the climate targets of many countries in Europe and Asia. The EU Commission demands that renewable hydrogen (carriers) must achieve a 70 % reduction in emissions over their life cycle compared to fossil hydrogen. In recent years, numerous studies have therefore been published that evaluate the production and subsequent transportation of gaseous and liquid hydrogen (GH2/LH2), ammonia (NH3), liquid organic hydrogen carriers (LOHC), methanol, dimethylether and substitute natural gas (SNG) from an ecological perspective. Given the high degree of freedom in the methodology of life cycle assessment (LCA), however, their results are highly dependent on the respective system boundaries and assumptions. This review summarizes and discusses the different findings of those studies, aiming at identifying trends and main drivers in greenhouse gas emissions. The results show that renewable gases can contribute to a significant reduction in greenhouse gas emissions compared to natural gas. The main driver of emissions is the electricity mix used for hydrogen production and subsequent processing. This shows that the production of GH2 has lower emissions than other derivatives. Due to the low energy density, this advantage predominates up to a transport distance of 1500 km. Beyond these distances hydrogen (carriers) with high energy densities, such as LH2 or NH3, prove to be advantageous. LOHCs have very high emissions due to the energy-intensive dehydrogenation process. Previous studies have shown great potential for emissions reduction, particularly with hydrogen derivatives that require green carbon. However, further research is needed as many production pathways have not yet been considered.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116275"},"PeriodicalIF":16.3,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145004513","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
Resin composites filled with solid waste under the background of carbon neutrality 碳中性背景下固体废弃物填充树脂复合材料的研究
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-05 DOI: 10.1016/j.rser.2025.116251
Xiongwei Dong, Na Zhang, Qingyi Cai, Youpeng Zhang, Yidi Wang, Yihe Zhang
{"title":"Resin composites filled with solid waste under the background of carbon neutrality","authors":"Xiongwei Dong,&nbsp;Na Zhang,&nbsp;Qingyi Cai,&nbsp;Youpeng Zhang,&nbsp;Yidi Wang,&nbsp;Yihe Zhang","doi":"10.1016/j.rser.2025.116251","DOIUrl":"10.1016/j.rser.2025.116251","url":null,"abstract":"<div><div>Solid waste has been extensively investigated as a filling in resin composites, but there are still significant challenges in expanding it from laboratory research to industrial applications. This paper systematically reviews the application of industrial, municipal, and agricultural solid wastes in resin composites, evaluates the potential of various solid wastes in industrial production, and considers the feasibility of industrial production from multiple dimensions. Furthermore, this review summarizes the mechanism of common coupling agents in the process of filler modification and their applicability to specific fillers. Finally, the impact of solid waste as a filler on the environment and economy was evaluated. Quantitative analysis confirmed that solid waste filled composites have advantages in cost-effectiveness and can significantly reduce carbon emissions. Future research should prioritize multi-source solid waste valorization strategies and functional high-performance composite development to advance resource efficiency and sustainable waste management. This review aims to provide a reference for researchers in the field of solid waste filling materials, and provide guidance for governments and research institutions to develop effective solid waste management strategies and help achieve carbon neutrality goals.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116251"},"PeriodicalIF":16.3,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144996751","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
Health prognostics and maintenance decision-making for wind energy: A comprehensive overview 风能的健康预测和维护决策:全面概述
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-05 DOI: 10.1016/j.rser.2025.116269
Mingxin Li , Zifei Xu , Shen Li , Yuka Kikuchi , You Dong , Konstantinos C. Gryllias , Piero Baraldi , Enrico Zio , James Carroll
{"title":"Health prognostics and maintenance decision-making for wind energy: A comprehensive overview","authors":"Mingxin Li ,&nbsp;Zifei Xu ,&nbsp;Shen Li ,&nbsp;Yuka Kikuchi ,&nbsp;You Dong ,&nbsp;Konstantinos C. Gryllias ,&nbsp;Piero Baraldi ,&nbsp;Enrico Zio ,&nbsp;James Carroll","doi":"10.1016/j.rser.2025.116269","DOIUrl":"10.1016/j.rser.2025.116269","url":null,"abstract":"<div><div>As wind power installations continue to expand rapidly, ensuring reliable and cost-effective Operation and Maintenance (O&amp;M) over the wind turbine lifetime has become increasingly important. With the development of Industry 4.0, predicting the health status of wind turbines and making informed maintenance decisions has become an urgent challenge that must be addressed to enable the next generation of O&amp;M paradigms. This paper starts with presenting a comprehensive review of health prognostics for wind turbines. Existing approaches are generally divided into two main categories: (1) model-based methods, including physics-based and knowledge-based approaches, and (2) data-driven methods, which encompass statistical methods as well as Artificial Intelligence (AI)-based methods, including both traditional and emerging AI methods. Subsequently, the maintenance decision-making problem informed by wind turbine health information is systematically summarized, with a particular focus on the historical evolution, problem formulation, data challenges, modeling techniques, optimization objectives, and solving techniques. Finally, key open challenges in the context of future digital and intelligent O&amp;M are highlighted, and potential research directions are outlined to address these challenges.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116269"},"PeriodicalIF":16.3,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144996752","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
Advanced approaches for mitigating impact of pre-treatment generated inhibitors in lignocellulosic hydrolysates: A comprehensive review 减轻木质纤维素水解物预处理产生的抑制剂影响的先进方法:全面回顾
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-04 DOI: 10.1016/j.rser.2025.116266
Ajay Kumar Pandey , Harpreet Kaur , Naseem A. Gaur
{"title":"Advanced approaches for mitigating impact of pre-treatment generated inhibitors in lignocellulosic hydrolysates: A comprehensive review","authors":"Ajay Kumar Pandey ,&nbsp;Harpreet Kaur ,&nbsp;Naseem A. Gaur","doi":"10.1016/j.rser.2025.116266","DOIUrl":"10.1016/j.rser.2025.116266","url":null,"abstract":"<div><div>Second-generation (2G) bioethanol generation from lignocellulosic biomass (LCB) is a renewable and sustainable alternative to fossil fuels. However, the recalcitrant character of LCB, requires physicochemical pretreatment, which generates some toxic inhibitors (furans, carboxylic acids, and phenolic compounds). These inhibitors inhibit microbial growth during fermentation by disrupting cellular redox balance, damaging membranes integrity, and inhibiting metabolic activities, leading to decreased ethanol yield and productivity. This review discusses generation and toxicity mechanism of these inhibitors, and detoxification strategies such as physical, chemical, and biological to hybrid approaches. It also highlights microbial bioprospecting, metabolic engineering, and adaptive evolution for developing robust inhibitor-tolerant strains. Integration of systems biology tools (such as genomics, transcriptomics, proteomics, metabolomics, and fluxomics) with artificial intelligence (AI)-based modeling is emphasized for revealing intricate cellular stress response pathway to guide précised strain engineering. Key challenges are, optimizing pretreatment method to minimize inhibitors, while maximizing cellulose accessibility for low-lignin biomass, however for high-lignin biomass an efficient cost-effective detoxification strategy is essential. Moreover, microbial inhibitors tolerance and fermentation strategies for overcoming synergistic toxicity are also critical. Therefore, future research should focus on integrating multi-omics approaches, statistical/AI-driven optimization, and leveraging synthetic biology for developing commercially viable and environmentally friendly 2G bioethanol biorefineries. To the best of our knowledge, this is the first review that comprehensively summarizes inhibitors generation, toxicity mechanism, detoxification strategies, robust strain development strategies, and system biology- AI integration for advancing sustainable lignocellulosic bioethanol production.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116266"},"PeriodicalIF":16.3,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144988799","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
Review, definition and challenges of electrical energy hubs 回顾、定义和挑战的电力能源中心
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-04 DOI: 10.1016/j.rser.2025.116258
Giacomo Bastianel , Jan Kircheis , Merijn Van Deyck , Dongyeong Lee , Geraint Chaffey , Marta Vanin , Hakan Ergun , Jef Beerten , Dirk Van Hertem
{"title":"Review, definition and challenges of electrical energy hubs","authors":"Giacomo Bastianel ,&nbsp;Jan Kircheis ,&nbsp;Merijn Van Deyck ,&nbsp;Dongyeong Lee ,&nbsp;Geraint Chaffey ,&nbsp;Marta Vanin ,&nbsp;Hakan Ergun ,&nbsp;Jef Beerten ,&nbsp;Dirk Van Hertem","doi":"10.1016/j.rser.2025.116258","DOIUrl":"10.1016/j.rser.2025.116258","url":null,"abstract":"<div><div>To transition towards a carbon-neutral power system, considerable amounts of renewable energy generation capacity are being installed in the North Sea area. Consequently, projects aggregating many gigawatts of power generation capacity and transmitting renewable energy to the main load centers are being developed. Given the electrical challenges arising from having bulk power capacity in a compact geographical area with several connections to the main grid, and a lack of a robust definition identifying the type of system under study, this paper proposes a general technical definition of such projects introducing the term <em>Electrical Energy Hub (EEH)</em>. The concept, purpose, and functionalities of EEHs are introduced in the text, emphasizing the importance of a clear technical definition for future planning procedures, grid codes, regulations, and support schemes for EEHs and multiterminal HVDC (MTDC) grids in general. Furthermore, the unique electrical challenges associated with integrating EEHs into the power system are discussed. Three research areas of concern are identified, namely control, planning, and protection. Through this analysis, insights are provided into the effective implementation of multi-GW scale EEH projects and their integration into the power grid through multiple interconnections. Finally, a list of ongoing and planned grid development projects is evaluated to assess whether they fall within the EEH category.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116258"},"PeriodicalIF":16.3,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144996749","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
Solidified natural gas (SNG) technology for biogas/biomethane storage: Current status and future outlook 固态天然气(SNG)用于沼气/生物甲烷储存技术:现状与未来展望
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-04 DOI: 10.1016/j.rser.2025.116233
Viphada Yodpetch , Kan Jeenmuang , Chakorn Viriyakul , Santi Kulprathipanja , Pramoch Rangsunvigit
{"title":"Solidified natural gas (SNG) technology for biogas/biomethane storage: Current status and future outlook","authors":"Viphada Yodpetch ,&nbsp;Kan Jeenmuang ,&nbsp;Chakorn Viriyakul ,&nbsp;Santi Kulprathipanja ,&nbsp;Pramoch Rangsunvigit","doi":"10.1016/j.rser.2025.116233","DOIUrl":"10.1016/j.rser.2025.116233","url":null,"abstract":"<div><div>Biogas or biomethane is considered a promising renewable and clean energy source. Efficient storage of biomethane is essential for its widespread applications across different energy sectors. This review offers an overview of biomethane storage methods, focusing particularly on solidified natural gas (SNG) technology for biomethane or solidified biomethane (SBM). In SBM, biomethane gas is stored in the form of hydrates, with the gas enclosed within the lattice formed by water molecules, thereby forming solid hydrate crystals. This provides a safe, eco-friendly, and compact storage and transportation solution. The review investigates approaches to enhance SBM technology viability, including the use of different promoters to improve kinetics and thermodynamics during hydrate formation, both individually and in combination, as well as the effect of trace gas on the biomethane hydrate formation. Additionally, the review evaluates technology feasibility through various perspectives such as the stability of solid biomethane hydrates, the reusability of hydrate former solutions, and economic factors, ultimately contributing to the development of a sustainable global energy future.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116233"},"PeriodicalIF":16.3,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144996750","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
Reproducible non-intrusive load monitoring: A survey of open-source methods and practical challenges 可重复的非侵入式负载监控:对开源方法和实际挑战的调查
IF 16.3 1区 工程技术
Renewable and Sustainable Energy Reviews Pub Date : 2025-09-02 DOI: 10.1016/j.rser.2025.116255
Zhongzong Yan , Matteo Nardello , Davide Brunelli , He Wen
{"title":"Reproducible non-intrusive load monitoring: A survey of open-source methods and practical challenges","authors":"Zhongzong Yan ,&nbsp;Matteo Nardello ,&nbsp;Davide Brunelli ,&nbsp;He Wen","doi":"10.1016/j.rser.2025.116255","DOIUrl":"10.1016/j.rser.2025.116255","url":null,"abstract":"<div><div>Non-intrusive load monitoring (NILM) is a promising solution for improving energy efficiency and promoting sustainable electricity usage by disaggregating appliance-level consumption from aggregate smart meter data. However, despite extensive research, many proposed solutions still lack detailed implementation resources, such as data and code, making reproducibility challenging for both researchers and industry practitioners. This paper presents a comprehensive review of open-source NILM approaches, with a specific focus on reproducibility. We survey both high- and low-frequency NILM methods, analyze publicly available implementations, and conduct reproducibility tests to assess alignment between reported and reproduced results. Through this analysis, we identify key challenges related to dataset inconsistencies, evaluation metrics, and experimental settings. We also discuss strategies for improving methodological transparency, comparability, and reliability of NILM research. Finally, we explore the practical challenges and opportunities for deploying NILM in real-world applications.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"226 ","pages":"Article 116255"},"PeriodicalIF":16.3,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144926035","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
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