Hannah Romberg , Matthias Mersch , Christian Vering , Christos N. Markides , Dirk Müller
{"title":"Comparative life cycle assessment of Rankine-based Carnot batteries and lithium-ion batteries for grid-scale energy storage","authors":"Hannah Romberg , Matthias Mersch , Christian Vering , Christos N. Markides , Dirk Müller","doi":"10.1016/j.gerr.2026.100184","DOIUrl":"10.1016/j.gerr.2026.100184","url":null,"abstract":"<div><div>Carnot batteries are investigated as a potential alternative to electro-chemical batteries for grid-scale electricity storage, which is a crucial element to the decarbonisation of energy systems via variable renewable energy sources. In this work, a comprehensive life cycle assessment of the construction and end-of-life phases of two Rankine-based Carnot battery system configurations is presented, comparing water and thermal oil as hot thermal energy storage fluid. Both are benchmarked against lithium-ion batteries as the most common electro-chemical battery alternative. To enhance the robustness of the analysis, uncertainties in the input parameters and life cycle inventory data are explicitly considered and analysed. The deterministic results show that the Carnot battery using water as hot storage fluid performs best in 13 of 18 environmental impact categories. For example, the climate change impact is up to 23% lower. Thermal energy storage systems are identified as the dominant contributors, accounting for more than 50% of the environmental impact across most impact categories. The stochastic results considering uncertainty show that the Carnot battery with water tends to have environmental impacts on par with lithium-ion batteries, while the Carnot battery with thermal oil tends to perform the worst.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 2","pages":"Article 100184"},"PeriodicalIF":0.0,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148178288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jianan Feng , Ran Tian , Hongjian Wang , Xiaorui Zhang , Deqiang Wang , Jian Wang , Xiao Hu , Jundi He
{"title":"Thermodynamic and economic assessment of a solar-assisted ORC-hydrogen system for natural gas pressure energy recovery","authors":"Jianan Feng , Ran Tian , Hongjian Wang , Xiaorui Zhang , Deqiang Wang , Jian Wang , Xiao Hu , Jundi He","doi":"10.1016/j.gerr.2026.100185","DOIUrl":"10.1016/j.gerr.2026.100185","url":null,"abstract":"<div><div>A significant amount of pressure energy is wasted during natural gas pressure reduction, while the cold energy generated from expansion is utilized inefficiently and typically relies on fossil fuel combustion for reheating. To address these challenges, this study proposes a pressure energy recovery system designated Int-ORC that combines an Organic Rankine Cycle, photovoltaic power generation, and alkaline water electrolysis for hydrogen production. Based on actual operational data from a pressure reduction station in Inner Mongolia, China, a coupled thermodynamic and economic model was developed using MATLAB to evaluate system performance. The Int-ORC system is compared against a basic pressure energy recovery system designated Ref. A and a pressure energy recovery system with hydrogen production designated Ref. B. The results show that the Int-ORC system achieves primary energy saving rates of 3.81 in summer and 2.98 in winter, representing improvements of 0.14 and 0.81 over Ref. A and Ref. B, respectively. The cold energy is fully utilized, achieving zero fossil fuel consumption. Hydrogen production rates reach 18.41 m<sup>3</sup>/h in summer and 18.78 m<sup>3</sup>/h in winter, both outperforming Ref. B. This study provides a technical foundation for the construction of next-generation gas stations integrating power generation, hydrogen production, and hydrogen blending functionalities.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 2","pages":"Article 100185"},"PeriodicalIF":0.0,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148178289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yukang Wu , Yuzhong Li , Mengxia Xu , Jingwei Li , Qun Chen , Maofeng Nie , Hongkun Pai , Hailong Liu
{"title":"Eco-efficient valorization of gold tailings: A low-carbon binder with high early strength and reduced carbon footprint","authors":"Yukang Wu , Yuzhong Li , Mengxia Xu , Jingwei Li , Qun Chen , Maofeng Nie , Hongkun Pai , Hailong Liu","doi":"10.1016/j.gerr.2026.100187","DOIUrl":"10.1016/j.gerr.2026.100187","url":null,"abstract":"<div><div>To address the demand for low-carbon binders with high early-age strength for gold tailings cementation, a sulfur-aluminum-ferric gold tailings cementitious material (SGCM) was developed using low-carbon sulfur-aluminum-ferric cementitious material (LSCM), gypsum, lime, and ordinary Portland cement (OPC). The binder composition was optimized through ternary and quaternary system experiments, and the corresponding hydration mechanism was investigated by isothermal calorimetry, X-ray diffraction, thermogravimetric analysis and scanning electron microscopy. The optimal proportion was identified as an LSCM:(gypsum + lime):OPC mass ratio of 1:1.2:0.4. At a cement-to-sand ratio of 1:4 and a filling concentration of 71%, the optimized SGCM achieved compressive strengths of 3.40 MPa at 3 d and 8.26 MPa at 28 d, showing superior early-age strength and competitive long-term strength compared with representative cementitious systems reported in previous studies. In addition, when applied at a reduced cement-to-sand ratio of 1:6, SGCM maintained compressive strength comparable to that of the OPC system at 1:4, while reducing the carbon emission factor by 70.2%; under the self-produced LSCM scenario, the material cost was further reduced by 15.0%. Mechanistic analyses revealed that increasing gypsum and lime contents promoted AFt formation but also transformed AFt into shorter and thicker crystals, whereas OPC incorporation enhanced early hydration, increased C-S-H generation, and densified the microstructure. AFt provided skeletal support, while C-S-H provided filling and bonding, and their synergy governed the strength development of SGCM.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 2","pages":"Article 100187"},"PeriodicalIF":0.0,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148178291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yue Xu , Linyu Wu , Qingsong Wang , Song Hu , Linfeng Sun , Peichao Xu , Ah Chung Tsoi , Cheng Peng
{"title":"Design of low carbon development path for urban power system based on system dynamics: A case study of Jinan City, China","authors":"Yue Xu , Linyu Wu , Qingsong Wang , Song Hu , Linfeng Sun , Peichao Xu , Ah Chung Tsoi , Cheng Peng","doi":"10.1016/j.gerr.2026.100186","DOIUrl":"10.1016/j.gerr.2026.100186","url":null,"abstract":"<div><div>The continuous advancement of urbanization is usually accompanied by a steady increase in urban energy consumption. A complex multi-factor influence network is embedded behind this positive correlation. By taking Jinan as the research object, a system dynamics model is constructed, which considers economy, energy, environment and other factors related to the urban power system (UPS). With electricity supply and demand as the clue, the key factors affecting carbon emissions of the UPS are traced. Low-carbon development path for the UPS is also designed. 4 key factors are identified, and they are categorized into 3 regulatory factors: industrial structure, energy storage technology, energy consumption intensity. They are used to design development scenario. In the suitable scenario combination, the GDP of the tertiary sector grows by 7% annually, energy storage equipment prices drop by 7% annually, the electricity consumption per GDP in the secondary sector drop by 3.3% annually. The average carbon emission intensity of the UPS can be reduced to 251.52 kgCO<sub>2</sub>/10<sup>4</sup> CNY during 2021-2025. The final suggestion for the UPS low-carbon development path is put forward: “industrial structure→energy consumption intensity→energy storage technology”. These conclusions can provide scientific guidance for the low-carbon development of the UPS.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 2","pages":"Article 100186"},"PeriodicalIF":0.0,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148178292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chenglong Li , Tianqi Yang , Wenchao Cai , Kodjo Agbossou , Pierre Bénard , Richard Chahine , Yi Zong , Yaze Li , Shenglin Su , Guodong Li , Xianglin Yan , Jin Li , Jinsheng Xiao
{"title":"A comprehensive review of hydrogen integrated hybrid renewable energy systems: Configurations, models, simulation and optimization with artificial intelligence","authors":"Chenglong Li , Tianqi Yang , Wenchao Cai , Kodjo Agbossou , Pierre Bénard , Richard Chahine , Yi Zong , Yaze Li , Shenglin Su , Guodong Li , Xianglin Yan , Jin Li , Jinsheng Xiao","doi":"10.1016/j.gerr.2025.100165","DOIUrl":"10.1016/j.gerr.2025.100165","url":null,"abstract":"<div><div>This work presents a comprehensive review of hydrogen-based hybrid renewable energy systems (HRESs), covering mathematical models, simulation and artificial intelligence (AI)-driven optimization approaches. Emphasizing the potential of hydrogen as an energy carrier to deepen renewable energy integration, especially in solar and wind HRESs, this review systematically details mathematical models for various renewable generation and storage systems, serving as a structured reference for researchers. Given the complexity of HRES modeling, this work provides insights into different modeling software and optimization algorithms, with a particular focus on artificial intelligence methods. The integration of software and artificial intelligence promises to solve complex modeling and optimization challenges with potential applications in different environments. Future directions suggest that the physical model-assisted AI framework, which embeds physical principles within AI models, holds promise for enhancing prediction accuracy and reliability in HRES applications. This framework, especially when combined with stochastic optimization, offers a potential pathway to address challenges in data availability and computational complexity, supporting the effective design and optimization of hydrogen-based HRESs for real-world applications. The overall findings will help improve the design and optimization of hydrogen-based hybrid renewable energy systems for practical implementation.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100165"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147449251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Oluwatobi Adeleke , Oluwapelumi Joseph Adebowale , Idowu Ayoade , Iretioluwa Olawuyi , Tien-Chien Jen
{"title":"Residential energy consumption dynamics: A SHAP-based interpretation, k-means clustering, and predictive modelling","authors":"Oluwatobi Adeleke , Oluwapelumi Joseph Adebowale , Idowu Ayoade , Iretioluwa Olawuyi , Tien-Chien Jen","doi":"10.1016/j.gerr.2026.100169","DOIUrl":"10.1016/j.gerr.2026.100169","url":null,"abstract":"<div><div>A proper understanding of climatic consumption dynamics is critical for demand-side management, grid stability, and climate-sensitive residential energy planning. The non-linear interaction between meteorological conditions has necessitated intelligent predictive models. However, existing studies focused on machine learning (ML) models in their black-box nature, with limited interpretability of the impact of climatic-drivers, climatic-demand interactions, and hidden consumption regimes. This research fills this gap through an integrated framework that combines seasonal hypothesis-testing, k-means clustering, Shapley Additive exPlanations (SHAP)-based interpretability, and advanced predictive modeling using XGBoost, Random Forest (RF), long-short term memory (LSTM), Support Vector Machine (SVM), and Autoregressive Integrated moving average (ARIMA). The seasonal hypothesis-testing using ANOVA and Tukey's HSD revealed statistically significant differences in energy consumption across seasons, with peak-demand during winter and summer extremes. SHAP-based feature ranking identified temperature and humidity as the most influential drivers of electricity-demand. The k-means clustering revealed three distinct groups/clusters, which reflect the climatic-consumption scenarios. The ensemble learning (RF and XGBoost) exhibited the lowest training-error. RF had the best training performance with MSE, RMSE, and MAE values of 1.6484, 1.2839, and 0.8480. The data-driven insights in this study provide useful intelligence that supports critical decision-making through a proper understanding of the residential climatic-consumption dynamics.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100169"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147656882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Qian He , Chenyi Yao , Xiangling Kong , Naihua Wang , Kai Liang
{"title":"North Africa as an emerging green hydrogen hub: Algeria in focus","authors":"Qian He , Chenyi Yao , Xiangling Kong , Naihua Wang , Kai Liang","doi":"10.1016/j.gerr.2026.100171","DOIUrl":"10.1016/j.gerr.2026.100171","url":null,"abstract":"<div><div>North Africa is emerging as a pivotal geoeconomic link in transcontinental energy flows across Europe, Asia, and Africa. This study evaluates the regional energy landscape, renewable resource endowment, and existing infrastructure in North Africa to identify key conditions enabling development of a green-hydrogen hub, with emphasis on Algeria as a core contributor to a trans-Mediterranean hydrogen corridor. The analysis shows that abundant solar and wind resources, proximity to European markets, and extensive natural gas pipeline and port systems create favorable conditions for cost-competitive green hydrogen production and large-scale export. The dense domestic gas network and existing trans-Mediterranean pipelines in Algeria provide practical pathways for hydrogen transport. However, the region faces persistent challenges, including slow renewable energy deployment, limited grid flexibility, and geopolitical uncertainty. The study concludes that realizing hydrogen potential in North Africa requires firm local industrial demand, coordinated regional governance, and long-term offtake agreements with shared infrastructure investments with the European Union. The findings support evidence-based development of the North Africa–Europe hydrogen corridor and design of regional energy strategies.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100171"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147539197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Weilin Zeng , Zeyang Pan , Xujiang Wang , Kai Hong Luo
{"title":"Flamelet/progress variable modelling of turbulent non-premixed cool flames of dimethyl-ether/methane mixtures","authors":"Weilin Zeng , Zeyang Pan , Xujiang Wang , Kai Hong Luo","doi":"10.1016/j.gerr.2025.100163","DOIUrl":"10.1016/j.gerr.2025.100163","url":null,"abstract":"<div><div>In present work, the turbulent non-premixed cool flames of dimethyl-ether (DME)/methane mixtures are studied within the framework of flamelet/progress variable modelling and chemical kinetic analyses. The numerical setup is based on the Princeton CARAT burner configuration, and the accuracy of the hpmech-V3.3 chemistry to model turbulent low-temperature combustion is validated against the reference experiments and DNS. The simulation results reveal that turbulent cool flame structures are modified (lifted) by methane addition owing to the decline of cool flame extinction limits. The different flame regions associated with differing thermochemical characteristics for the dual-fuel lifted cool flames are uncovered. The DME/methane consumption trends suggest that methane addition inhibits the DME low-temperature oxidation. Through the kinetic analyses, the mechanisms are identified to be two-fold: methane competes with the DME H-abstraction reaction for OH radicals and the reaction of QOOH <=> O<sub>2</sub> + 2CH<sub>2</sub>O is significantly slowed down with the methane addition. The mechanisms also kinetically explain the finding that the formation of CH<sub>2</sub>O, CO, CO<sub>2</sub> in cool flames decline in response to the increase of methane blending ratios. The correlation between temperature and key intermediate formation is discovered.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100163"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146039938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"OpenFOAM-based study on near-field formation and mixing of high nozzle pressure ratio hydrogen jets from leakages","authors":"Rui Jovan Yeo , T.H. New , W.L. Chan","doi":"10.1016/j.gerr.2025.100164","DOIUrl":"10.1016/j.gerr.2025.100164","url":null,"abstract":"<div><div>A gas stored at high-pressure leaking through a small hole forms a complex series of shock structures as it accelerates and expands to ambient conditions. The near-field region of the jet includes the initial jet expansion, Mach disc formation, and starting vortices, all of which can affect hydrogen mixing with the surrounding air and have an associated combustion risk. Through the use of a modified OpenFOAM solver, simulations of hydrogen stored at 10 and 100 bar leaking into atmospheric conditions through 1.5 mm diameter circular nozzles were performed to determine the transient temperature profile, shock locations, and hydrogen mixing profiles of the hydrogen jet in its initial expansion and propagation stages. From these transient simulations, it was shown that starting vortices form pockets of mixed hydrogen and air that are within hydrogen flammability limits. This new simulation data shows mixed hydrogen pockets can linger in the nozzle near-field region and present a flammability risk that is not easily accounted for when using existing numerical models optimized for far-field flame behavior, showing this new open-source tool can resolve hydrogen mixing behavior in the nozzle near-field region without compromising on shock resolution capabilities.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100164"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146081282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Perna , G. Di Cicco , E. Jannelli , C. Bassano , D. Lanni , M. Minutillo
{"title":"Energy, economic, and environmental evaluations on paper industry decarbonization by implementing electrolytic hydrogen","authors":"A. Perna , G. Di Cicco , E. Jannelli , C. Bassano , D. Lanni , M. Minutillo","doi":"10.1016/j.gerr.2026.100174","DOIUrl":"10.1016/j.gerr.2026.100174","url":null,"abstract":"<div><div>Paper mills are considered Hard-to-Abate sectors due to their high energy demand and reliance on fossil fuels, making cost-effective decarbonization challenging. This paper explores the potential of using hydrogen as a viable solution to reduce carbon dioxide emissions of a paper mill through a case study. A methodological approach is proposed to evaluate the technical, economic, and environmental performances of a hydrogen supply chain that includes an electrolysis unit powered by a photovoltaic plant. The hydrogen is blended with natural gas in a cogeneration plant, which supplies the electrical and thermal demands needed for the paper production process.</div><div>Based on the technical analysis, the optimal sizes of the photovoltaic plant and the electrolysis unit were estimated at 45.6 and 16.1 MW, respectively, to achieve a hydrogen production of 1553 t/year. The environmental evaluation enabled the calculation of the avoided carbon dioxide emissions, which are equal to 9797 t/year. The economic assessment allowed to estimate the levelized cost of hydrogen, which is 4.24 €/kg. Finally, the break-even analysis highlighted the need for economic and financial instruments, including incentives for green hydrogen production and mechanisms aimed at supporting emissions reduction, to ensure that the industry grows in a sustainable, competitive, and resilient manner.</div></div>","PeriodicalId":100597,"journal":{"name":"Green Energy and Resources","volume":"4 1","pages":"Article 100174"},"PeriodicalIF":0.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147539199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}