Renewable and Sustainable Energy Reviews最新文献

{"title":"A new transportation energy review: methanol catalytic synthesis from CO2 green hydrogenation","authors":"Peng Zhang ,&nbsp;Qi Chen ,&nbsp;Hao Chen ,&nbsp;Limin Geng ,&nbsp;Han Wu ,&nbsp;Zhanming Chen ,&nbsp;Jianming Cao ,&nbsp;Donghui Qi ,&nbsp;Yanlei Ma","doi":"10.1016/j.rser.2025.115819","DOIUrl":"10.1016/j.rser.2025.115819","url":null,"abstract":"<div><div>The growing emphasis on reducing global greenhouse gas emissions has highlighted challenges associated with transitioning to carbon peaking and carbon neutrality. The increasing utilization of renewable but intermittent energy sources, such as solar and wind, and the need to manage supply and demand has driven the development of energy storage fuels such as methanol, which is clean, versatile, and abundant. As a result, the hydrogenation of carbon dioxide (CO₂) to methanol using various catalysts is gaining momentum. This review analyzes and summarizes the performance of Cu-based, In-based, noble metal-, and solid solution-based catalysts in terms of preparation, reaction mechanism, CO₂ conversion efficiency, and methanol selectivity. The optimal reaction conditions for these catalysts typically fall within 200–300 °C and 1.5–5 MPa. The Cu-based are the most widely studied and exhibit a median CO₂ conversion efficiency and methanol selectivity of 13.6 % and 69.2 % respectively, whereas In- and solid solution-based catalysts exhibit similar performances but superior stabilities. The noble metal-based catalysts exhibit different CO₂ conversion efficiencies (0.6 %–66 %) and methanol selectivities (11 %–100 %) with limited data on stability. This comprehensive analysis provides a theoretical foundation and reference assisting researchers selecting the catalysts for the production of methanol using CO₂ hydrogenation.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115819"},"PeriodicalIF":16.3,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143913187","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}

{"title":"Polyaniline hydrogel in flexible energy systems: Synthesis techniques, hybrid architecture, sustainability and techno-economic analysis","authors":"Md Shohan Parvez ,&nbsp;Md Mustafizur Rahman ,&nbsp;Izan Izwan Misnon ,&nbsp;Mahendran Samykano","doi":"10.1016/j.rser.2025.115784","DOIUrl":"10.1016/j.rser.2025.115784","url":null,"abstract":"<div><div>This review presents the progressive advances in polyaniline (PANI)-based conductive polymer hydrogels (CPHs) for next-generation flexible energy storage systems, revealing a significant improvement in synthesis methodologies, sustainable progress, and applications. The review demonstrates how surfactants, crosslinkers, co-polymerization, and binder-free formulations can effectively achieve superior electrochemical performance and mechanical solidity. The analysis uncovers the developments addressing key challenges like cycle stability and capacitance fading through novel hybrid architectures of PANI with emerging materials like MXenes, Graphene, and Carbon nanotubes. An exceptional specific capacitance of 936.8 F g⁻¹ at 1 A g⁻¹ and energy density reaching 40.98 Wh kg⁻¹ is also observed from the assisted dynamically crosslinked PANI/PVA hydrogel sheet. Moreover, dual-doping strategies and controlled crystallinity have led to remarkable stability improvements, with capacitance retention exceeding 92 % after 10,000 cycles. Crucial correlations between synthesis parameters and performance metrics reveal that γ-radiation-induced synthesis can enhance elongation up to 1400 % while maintaining superior conductivity. The control of optimum porosity has enabled the development of high-mass-loading electrodes (&gt;43.2 mg cm⁻²) with outstanding rate capability (92.7 % retention from 20 to 500 mA cm⁻²). Novel freeze-thaw-shrink treatments and self-healing mechanisms have produced mechanically robust devices capable of operating under extreme conditions (−30 °C∼90 °C). Sustainable production approaches incorporating bio-friendly dopants and electrolytes demonstrate reduced environmental impact. This work also emphasises the optimum synthesis strategies for production scalability from a techno-economic viewpoint. These findings establish a framework for developing cutting-edge flexible supercapacitors with significant implications for advanced portable electronics, wearable devices, and grid-scale energy storage solutions.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115784"},"PeriodicalIF":16.3,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143903564","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}

{"title":"Deep learning framework designed for high-performance lithium-ion batteries state monitoring","authors":"Paul Takyi-Aninakwa ,&nbsp;Shunli Wang ,&nbsp;Guangchen Liu ,&nbsp;Carlos Fernandez ,&nbsp;Wenbin Kang ,&nbsp;Yingze Song","doi":"10.1016/j.rser.2025.115803","DOIUrl":"10.1016/j.rser.2025.115803","url":null,"abstract":"<div><div>Accurate state of charge (SOC) estimation is crucial for ensuring the safety of batteries, especially in real-time battery management system (BMS) applications. Deep learning methods have become increasingly popular, driving significant advancements in battery research across various fields. However, their accuracy is limited due to the nonlinear adverse driving conditions batteries experience during operation and an over-reliance on raw battery information. In this work, a deep-stacked denoising autoencoder is established for a long short-term memory model that incorporates a transfer learning mechanism to estimate and study the SOC from an electrochemical perspective. More importantly, this proposed model is designed to extract and optimize the electrochemical features from the training data on a secondary scale, improving noise reduction and the precision of initial weights. This adaptation allows for accurate SOC estimation of batteries while minimizing interference and divergence. For large-scale applicability, the proposed model is tested with high-performance lithium-ion batteries featuring different morphologies under a range of complex loads and driving conditions. The experimental results highlight the distinct behaviors of the tested batteries. Moreover, the performance of the proposed model demonstrates its effectiveness and outperforms existing models, achieving a mean absolute error of 0.04721% and a coefficient of determination of 98.99%, facilitating more precise state monitoring of batteries through secondary feature extraction.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115803"},"PeriodicalIF":16.3,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143903548","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}

{"title":"Corrigendum to ‘Enhancing ecosystem services and biodiversity in agrivoltaics through habitat-enhancing strategies’ [Renew Sustain Energy Reviews, Volume 212, April 2025, start page–end page]","authors":"A. Ludzuweit ,&nbsp;J. Paterson ,&nbsp;K. Wydra ,&nbsp;C. Pump ,&nbsp;K. Müller ,&nbsp;Y. Miller","doi":"10.1016/j.rser.2025.115775","DOIUrl":"10.1016/j.rser.2025.115775","url":null,"abstract":"","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115775"},"PeriodicalIF":16.3,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144071223","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}

{"title":"Resource-energy-environment nexus in converting food waste to biobutanol: Potential for resource recovery, energy security, and greenhouse gas mitigation","authors":"Guandong Su ,&nbsp;Chen Zhang ,&nbsp;Yizheng Li","doi":"10.1016/j.rser.2025.115781","DOIUrl":"10.1016/j.rser.2025.115781","url":null,"abstract":"<div><div>Resource shortages, energy scarcity, and environmental degradation pose significant challenges to sustainable development, while waste-to-bioenergy technology provides a promising solution to overcome the above challenge. To quantify the associated socioeconomic impact, food waste in Singapore was investigated as a model case to evaluate the resource potential, energy security, and environmental sustainability of the food waste derived biobutanol. Results showed that positive policy interventions reduced food waste generation, but food waste remained reliable bioresource to produce biobutanol despite fluctuations, reducing the reliance of energy system on geo-resources such as petroleum. Biobutanol generated from food waste could function as part of natural gas stock or fulfill the transport energy needs previously satisfied by natural gas, improving energy diversity and security, in addition to decarbonizing energy system by food waste valorization and fossil fuel substitution. Analogous results could be extended to other countries with food waste issues. In conclusion, the waste-to-energy scenario is a sustainable option for food waste management, which synergized energy security, circular economy and decarbonization to reconstruct a sustainable resource-energy-environment nexus with a benign technology node.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115781"},"PeriodicalIF":16.3,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906507","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}

{"title":"Status and perspectives of the hydrate technology for carbon sequestration in permafrost region: A review","authors":"Wei Song ,&nbsp;Huiru Sun ,&nbsp;Weixin Pang ,&nbsp;Bingbing Chen ,&nbsp;Yongchen Song ,&nbsp;Mingjun Yang","doi":"10.1016/j.rser.2025.115805","DOIUrl":"10.1016/j.rser.2025.115805","url":null,"abstract":"<div><div>Carbon dioxide (CO₂) sequestration in ocean or permafrost regions based on hydrate technology is one of the most promising carbon-negative technologies. Especially, direct CO₂ hydrate storage in permafrost regions, which has the most potential for long-term sequestration, maximally decreases the sequestration leaking threats. Therefore, in this paper, we provide a complete summary of the feasibility, potential and site selection of CO₂ hydrate sequestration in permafrost regions. In particular, we detailedly summarized the natural evidence of the gas hydrates long-term and stable existence in permafrost and near-polar regions over the past 60 years. Furthermore, the CO₂ hydrate crystal structure, thermodynamic and kinetic phase transfer properties under permafrost conditions are introduced from mechanism and modeling perspectives. Additionally, the applicability of conventional geological carbon sequestration techniques and transferability of hydrate extraction cases in permafrost environments is analyzed from an engineering application perspective. Based on the huge CO₂ hydrate storage potential in permafrost region, the carbon storage site selection guidelines are explained, with China as an example. The factors such as the area of the permafrost regions, depth, continuity and stability of the permafrost layer, permafrost geomechanics and industrial support capabilities are analyzed in detail. In contrast, the Mohe region in the Great Xing'an Mountains is considered the most promising storage site. Finally, we emphasize the importance of ecological impacts of carbon sequestration in permafrost regions and describe the directions for future research.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115805"},"PeriodicalIF":16.3,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143903563","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}

{"title":"A review on machine learning techniques in thermodynamic cycle system design and control for energy harvesting","authors":"Xiaoya Li ,&nbsp;Xiaoting Chen ,&nbsp;Wenshuai Que","doi":"10.1016/j.rser.2025.115802","DOIUrl":"10.1016/j.rser.2025.115802","url":null,"abstract":"<div><div>The supercritical CO₂ cycle and organic Rankine cycle are regarded as efficient energy conversion technologies. Current research is mainly focused on the working fluids, configurations, design parameters, components, dynamic performance, and control methods of thermodynamic cycle systems. A variety of parameter variables are involved in a complete optimization process, making the design of the optimal thermodynamic cycle systems become a highly complex problem. The machine learning technique has powerful predictive capabilities, and is expected to solve the problem with multiple variables. This paper provides a comprehensive review of machine learning methods applied in various design and operation levels of organic Rankine cycle and supercritical CO₂ cycle systems. Moreover, the approach to improving the interpretability of machine learning models is also reviewed, followed by the proposal of a system-wide holistic design framework for the thermodynamic cycle system. The framework views a complex global optimization problem as a mixed-integer nonlinear programming problem, where intelligent optimization algorithms and machine learning models assist in design. This study provides the first overview of all aspects of machine learning-based thermodynamic cycle system design and operation, which is of great significance for the intelligent design of such systems.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115802"},"PeriodicalIF":16.3,"publicationDate":"2025-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143902484","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}

{"title":"Unlocking smart wearable applications: the “potential code” of cellulose-based radiative cooling materials","authors":"Haoyue Du ,&nbsp;Yan Zhang ,&nbsp;Yuanyuan Li ,&nbsp;Qingli Xu ,&nbsp;Ping Wang","doi":"10.1016/j.rser.2025.115792","DOIUrl":"10.1016/j.rser.2025.115792","url":null,"abstract":"<div><div>With the development of science and technology, radiative cooling technology is undergoing a paradigm shift from “passive cooling” to “intelligent temperature control”. Cellulose-based materials have emerged as core candidates for revolutionary wearable thermal management systems due to their unique spectral tuning ability, customizable structures across various scales, and biocompatibility. However, the intricate relationships between structure, optics, and multifunctionality in cellulose-based radiative cooling materials have yet to be systematically discussed and decoded, which results in cooling performance can not meet practical requirements. This review summarizes and analyses the latest development strategies for cellulose-based radiative cooling materials: (1) A systematic deconstruction of the three core elements of thermal radiation regulation: molecular vibrational spectral matching, multi-scale scattering structure optimization, and environmental coupling robustness. (2) An exploration of the hidden connections between cellulose micro-nano structures and wearability adaptability, elucidating their unique advantages in complex scenarios such as sweat management and thermal regulation. (3) A novel approach introducing a “radiative cooling +” pathway that combines enhanced photothermal conversion with the design of self-powered sensor integration. Moreover, this review highlights the current research challenges in dynamic spectral control and wearable system integration, providing a theoretical blueprint for developing thermally adaptive smart cellulose-based cooling fabrics and paving the way for new research directions in the field of wearable thermal management.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115792"},"PeriodicalIF":16.3,"publicationDate":"2025-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143900245","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}

{"title":"Cellulose-based thermal management composites: An emerging material for multi-industry sustainability","authors":"Yannan Chen ,&nbsp;Jiali Ran ,&nbsp;Xuejie Yue ,&nbsp;Dongya Yang ,&nbsp;Tao Zhang ,&nbsp;Fengxian Qiu","doi":"10.1016/j.rser.2025.115801","DOIUrl":"10.1016/j.rser.2025.115801","url":null,"abstract":"<div><div>Biomass resources with cellulose as the main component have been proved to be effective in reducing environmental pollution and carbon emission, but the low utilization efficiency of cellulose and the complex subsequent treatment methods still remain challenges for achieving efficient ecosystem carbon cycle. Additionally, the emerging thermal management technology in recent years is widely applied in many fields due to its characteristics of no energy input and no pollution output, providing a new regulation strategy for solving energy crisis. In response, cellulose-based thermal management materials (CTMM) have been prepared to combine the above advantages. However, there are few corresponding reviews to consider the positive effects of such promising materials on renewable and sustainable aspects. This review organically links cellulose and thermal management technology to illustrate the comprehensive potential of cellulose in temperature regulation. The main physicochemical properties, common modification methods and derivatives of cellulose are discussed. Meanwhile, with the help of the thermal radiation principle and heat transfer model, the design of thermal radiation interface with different temperature requirements is described and summarized in detail. Finally, the application of CTMM in the fields of architecture, human body and agriculture is listed. This review contributes to a deeper understanding of recent research advances in CTMM and provides valuable insights for the development of renewable, sustainable and feasible innovative temperature regulation devices.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115801"},"PeriodicalIF":16.3,"publicationDate":"2025-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143899796","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}

{"title":"Advanced ex-situ carbon stabilization technology using municipal solid waste incineration fly ash: A review","authors":"Rongchang Zhang ,&nbsp;Hao Zhao ,&nbsp;Guojun Lv ,&nbsp;Xiaojun Ma ,&nbsp;Xuguang Jiang","doi":"10.1016/j.rser.2025.115763","DOIUrl":"10.1016/j.rser.2025.115763","url":null,"abstract":"<div><div>The usage of Municipal Solid Waste Incineration Fly Ash (MSWI FA) for ex-situ carbon mineralization has received increasing attention to address the challenge from carbon neutrality and sustainability. Recent studies have focused on aqueous reactions for the stabilization and carbon sequestration of MSWI FA, while there lacks an optimized strategy for the various mineralization techniques proposed in literature. This review presents the first comprehensive summary of recent advancements in ex-situ carbon stabilization using MSWI FA with aqueous reactions, based on an analysis of 1284 publications pre-filtered by Large Language Models (LLM) and manually screened. Focusing on carbon capture capacity of MSWI FA, this review proposes a unified formula to estimate the theoretical maximum carbon uptake, and provides the first in-depth comparative analysis of carbon sequestration efficiency for various carbonation techniques, together with evaluations on the environmental impacts through their heavy metal stabilization efficiency. Furthermore, this review examines the global landscape of carbon capture and identifies MSWI FA carbonation as a highly promising short-term solution due to its cost-effectiveness and carbon uptake potential.</div></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"218 ","pages":"Article 115763"},"PeriodicalIF":16.3,"publicationDate":"2025-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143900246","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}