Pub Date : 2026-01-12DOI: 10.1016/j.renene.2026.125260
Qianqian Qiu , Jianting Lin , Fanrui Meng , Xianchun Li , Shanchen Li , Yichen Tang
This study investigated the effect of bone char on the conversion of cotton stalk pyrolysis tar components through pyrolysis-gas chromatography/mass spectrometry (Py-GC/MS) and density-functional theory calculations. The results revealed that both bone char and bone char ash exhibit catalytic cracking effects on the chemical composition of tar. At 600 °C, cotton stalk pyrolysis tar mainly comprised ketones, phenols, esters, and hydrocarbons, with a low acid content. The addition of bone char enhanced esterification during cotton stalk pyrolysis, which converted gaseous tar into esters and reduced the levels of ketones and alcohols. Additionally, the content of phenolic compounds significantly decreased by 12.72 % and 11.9 %, respectively, and nearly disappeared. Moreover, the basic sites on the bone char surface facilitated acid reduction and deoxygenation through ketonization and aldol condensation reactions, which effectively reduced the oxygen content in the products (except for esters). Quantum chemical calculations further revealed that Ca2+ inhibited the retro-ene reactions, which suppressed the formation of ethylene and phenols, consistent with the Py-GC/MS results.
{"title":"Pyrolysis mechanism of cotton stalk catalyzed by bone char in situ: Py-GC/MS and DFT studies","authors":"Qianqian Qiu , Jianting Lin , Fanrui Meng , Xianchun Li , Shanchen Li , Yichen Tang","doi":"10.1016/j.renene.2026.125260","DOIUrl":"10.1016/j.renene.2026.125260","url":null,"abstract":"<div><div>This study investigated the effect of bone char on the conversion of cotton stalk pyrolysis tar components through pyrolysis-gas chromatography/mass spectrometry (Py-GC/MS) and density-functional theory calculations. The results revealed that both bone char and bone char ash exhibit catalytic cracking effects on the chemical composition of tar. At 600 °C, cotton stalk pyrolysis tar mainly comprised ketones, phenols, esters, and hydrocarbons, with a low acid content. The addition of bone char enhanced esterification during cotton stalk pyrolysis, which converted gaseous tar into esters and reduced the levels of ketones and alcohols. Additionally, the content of phenolic compounds significantly decreased by 12.72 % and 11.9 %, respectively, and nearly disappeared. Moreover, the basic sites on the bone char surface facilitated acid reduction and deoxygenation through ketonization and aldol condensation reactions, which effectively reduced the oxygen content in the products (except for esters). Quantum chemical calculations further revealed that Ca<sup>2+</sup> inhibited the retro-ene reactions, which suppressed the formation of ethylene and phenols, consistent with the Py-GC/MS results.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125260"},"PeriodicalIF":9.1,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146035730","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}
Pub Date : 2026-01-11DOI: 10.1016/j.renene.2026.125272
M. Doninelli, G. Di Marcoberardino, C.M. Invernizzi, P. Iora
Biomass-fired Organic Rankine Cycles are a well-established solution for combined heat and power. However, unlike other renewable technologies, the cost of generation from biomass has not decreased over time, because of high capital requirements and persistent biomass prices. To address this issue, Silicon Tetrachloride (SiCl4) has been recently proposed as an innovative working fluid in high-temperature Rankine cycles, offering significant efficiency gains due to outstanding thermal stability, compared to typical organic fluids.
This work explores the techno-economic feasibility of coupling a 1 MW gross electric SiCl4 cycle with a biomass boiler. By utilizing commercial molten salts as the heat carrier, instead of conventional thermal oil, the system operates at a turbine inlet temperature of 525 °C. The annual performance of the proposed CHP plant is assessed under both baseload and load-following scenarios within an existing district heating network. The cycle's off-design behaviour is analysed at part-load and full-electric conditions. With a condensing temperature of 100 °C, the gross cycle efficiency reaches 32.3 % at nominal power. While state-of-the-art ORC is economically viable only when they exceed 5′000 h equivalent annual operating hours, the SiCl4 plant is beneficial in contexts with limited cogeneration hours (mild climates) and significant heat rejection during the non-heating season.
{"title":"An efficient small-scale biomass cogeneration plant with silicon tetrachloride as working fluid: Techno-economic analysis","authors":"M. Doninelli, G. Di Marcoberardino, C.M. Invernizzi, P. Iora","doi":"10.1016/j.renene.2026.125272","DOIUrl":"10.1016/j.renene.2026.125272","url":null,"abstract":"<div><div>Biomass-fired Organic Rankine Cycles are a well-established solution for combined heat and power. However, unlike other renewable technologies, the cost of generation from biomass has not decreased over time, because of high capital requirements and persistent biomass prices. To address this issue, Silicon Tetrachloride (SiCl<sub>4</sub>) has been recently proposed as an innovative working fluid in high-temperature Rankine cycles, offering significant efficiency gains due to outstanding thermal stability, compared to typical organic fluids.</div><div>This work explores the techno-economic feasibility of coupling a 1 MW gross electric SiCl<sub>4</sub> cycle with a biomass boiler. By utilizing commercial molten salts as the heat carrier, instead of conventional thermal oil, the system operates at a turbine inlet temperature of 525 °C. The annual performance of the proposed CHP plant is assessed under both baseload and load-following scenarios within an existing district heating network. The cycle's off-design behaviour is analysed at part-load and full-electric conditions. With a condensing temperature of 100 °C, the gross cycle efficiency reaches 32.3 % at nominal power. While state-of-the-art ORC is economically viable only when they exceed 5′000 h equivalent annual operating hours, the SiCl<sub>4</sub> plant is beneficial in contexts with limited cogeneration hours (mild climates) and significant heat rejection during the non-heating season.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125272"},"PeriodicalIF":9.1,"publicationDate":"2026-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146035737","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}
Pub Date : 2026-01-10DOI: 10.1016/j.renene.2026.125257
Huicheng Li , Ruilin Wang , Li Zhang , Renhai Wang , Huanwen Zhong , Yafei Guo , Hongsheng Wang , Jian Sun , Chuanwen Zhao , Hui Hong
A solar reactor design methodology utilizing elliptical bifocal optical properties is proposed to address severe temperature non-uniformity caused by uneven flux distribution in high-temperature solar thermochemical processes. The system features an optical configuration where point-focused radiation is concentrated at the primary focal point, diverged by a specially designed refractor, and subsequently reflected by the ellipsoidal cavity to uniformly reconverge onto the reactor surface at the secondary focal point. Based on an error-validated model, simulations were performed to synergistically optimize key parameters—including elliptical eccentricity, reactor position, and prolate-pear refractor geometry—through parametric investigation and particle swarm optimization. This reduced the relative standard deviation of energy flux density to 17.82, representing an 80.1 % improvement over conventional direct irradiation systems. Multiphysics validation using methane steam reforming demonstrated exceptional performance: maximum temperature difference was reduced to 28.53 K (71.98 % decrease) while achieving 99.12 % methane conversion (8.67 percentage-point increase). This design strategy demonstrates broad applicability in high-temperature solar thermochemical processes, including methane dry and steam reforming. By fundamentally shortening the radiative heat transfer path, it effectively eliminates thermal resistance-induced temperature imbalances in porous media, thereby preventing the formation of local hotspots and avoiding potential damage such as sintering and carbon deposition in solar reactors.
{"title":"Design and optimization of a uniform full-circumference solar thermal chemical reactor operating at high temperature based on elliptical bifocal optical properties","authors":"Huicheng Li , Ruilin Wang , Li Zhang , Renhai Wang , Huanwen Zhong , Yafei Guo , Hongsheng Wang , Jian Sun , Chuanwen Zhao , Hui Hong","doi":"10.1016/j.renene.2026.125257","DOIUrl":"10.1016/j.renene.2026.125257","url":null,"abstract":"<div><div>A solar reactor design methodology utilizing elliptical bifocal optical properties is proposed to address severe temperature non-uniformity caused by uneven flux distribution in high-temperature solar thermochemical processes. The system features an optical configuration where point-focused radiation is concentrated at the primary focal point, diverged by a specially designed refractor, and subsequently reflected by the ellipsoidal cavity to uniformly reconverge onto the reactor surface at the secondary focal point. Based on an error-validated model, simulations were performed to synergistically optimize key parameters—including elliptical eccentricity, reactor position, and prolate-pear refractor geometry—through parametric investigation and particle swarm optimization. This reduced the relative standard deviation of energy flux density to 17.82, representing an 80.1 % improvement over conventional direct irradiation systems. Multiphysics validation using methane steam reforming demonstrated exceptional performance: maximum temperature difference was reduced to 28.53 K (71.98 % decrease) while achieving 99.12 % methane conversion (8.67 percentage-point increase). This design strategy demonstrates broad applicability in high-temperature solar thermochemical processes, including methane dry and steam reforming. By fundamentally shortening the radiative heat transfer path, it effectively eliminates thermal resistance-induced temperature imbalances in porous media, thereby preventing the formation of local hotspots and avoiding potential damage such as sintering and carbon deposition in solar reactors.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125257"},"PeriodicalIF":9.1,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145975437","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}
Pub Date : 2026-01-10DOI: 10.1016/j.renene.2025.125161
Jiahao Li , Abdulaziz Alasiri , Ali Omer , Xiong Zheng
Nanofluids incorporating metal nanoparticles hold considerable promise for optimizing spectral beam splitting in photovoltaic/thermal (PV/T) systems, but conventional metal based nanofluids suffer from poor stability and high cost. This study introduces highly stable ATO-ZnO hybrid nanofluids as a novel SBS for PV/T systems, resolving critical limitations of conventional metal-based nanofluids. Leveraging complementary optical properties—ZnO's exceptional ultraviolet (UV) absorption via direct bandgap transitions and ATO's strong IR harvesting through plasmonic resonance—the hybrid nanofluid exhibits enhanced optical transmittance (650–1050 nm) within the photovoltaic response band, while demonstrating strong absorption across other spectral regions. The nanofluids demonstrate outstanding long-term stability. In PV/T testing, the hybrid system sets a new benchmark with 13.59 % electrical efficiency and 57.69 % thermal efficiency, achieving a merit function of 1.692 - substantially higher than values reported for metallic nanofluid SBSs in prior studies. Performance superiority originates from quantum-enhanced UV absorption and synergistic heat localization. Synthesized via scalable aqueous processing at low material cost, this technology establishes a new paradigm for solar energy utilization through simultaneous optimization of optical efficiency, thermal stability, and economic viability.
{"title":"Tunable ATO-ZnO hybrid nanofluids as high-stability spectral beam splitters for efficient photovoltaic/thermal systems","authors":"Jiahao Li , Abdulaziz Alasiri , Ali Omer , Xiong Zheng","doi":"10.1016/j.renene.2025.125161","DOIUrl":"10.1016/j.renene.2025.125161","url":null,"abstract":"<div><div>Nanofluids incorporating metal nanoparticles hold considerable promise for optimizing spectral beam splitting in photovoltaic/thermal (PV/T) systems, but conventional metal based nanofluids suffer from poor stability and high cost. This study introduces highly stable ATO-ZnO hybrid nanofluids as a novel SBS for PV/T systems, resolving critical limitations of conventional metal-based nanofluids. Leveraging complementary optical properties—ZnO's exceptional ultraviolet (UV) absorption via direct bandgap transitions and ATO's strong IR harvesting through plasmonic resonance—the hybrid nanofluid exhibits enhanced optical transmittance (650–1050 nm) within the photovoltaic response band, while demonstrating strong absorption across other spectral regions. The nanofluids demonstrate outstanding long-term stability. In PV/T testing, the hybrid system sets a new benchmark with 13.59 % electrical efficiency and 57.69 % thermal efficiency, achieving a merit function of 1.692 - substantially higher than values reported for metallic nanofluid SBSs in prior studies. Performance superiority originates from quantum-enhanced UV absorption and synergistic heat localization. Synthesized via scalable aqueous processing at low material cost, this technology establishes a new paradigm for solar energy utilization through simultaneous optimization of optical efficiency, thermal stability, and economic viability.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125161"},"PeriodicalIF":9.1,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145975994","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125219
Zhichao Chen , Chaolei Dang , Xiaoge Tan , Chenhao Li , Chan Ha , Jiang Qin , Wei Cheng
To address the escalating electrical power demands, extend endurance, and simultaneously improve fuel economy for unmanned aerial vehicles (UAVs), this study proposes and comprehensively evaluates a novel solid oxide fuel cell hybrid turbofan system. This system innovatively integrates NaBH4/Al coupled hydrolysis for on-board hydrogen generation and features an integrated water circulation system. Thermodynamic models for the engine, reactor, and fuel cell were developed and validated, enabling detailed performance and exergy analyses. Comparative evaluations with a conventional turbofan engine revealed the proposed hybrid system's superior performance, particularly the version incorporating an anode recirculation pump. For instance, at a 35 % electric power fraction, this system achieved a 28.22 % reduction in specific fuel consumption, a 16.95 % increase in thermal efficiency, and a 12.57 % increase in overall efficiency compared to a conventional turbofan. Parametric analyses on fuel cell system, engine, and flight parameters identified optimal operating conditions, with exergy analysis pinpointing the engine combustion chamber as the primary source of irreversible losses. This novel hybrid propulsion system offers a compelling solution for achieving long-endurance, high-efficiency UAV operations with reduced fuel consumption, providing critical technical support for future aviation electrification.
{"title":"Performance and exergy analysis of a NaBH4/Al coupled hydrolysis hydrogen production solid oxide fuel cell hybrid turbofan system with integrated water circulation","authors":"Zhichao Chen , Chaolei Dang , Xiaoge Tan , Chenhao Li , Chan Ha , Jiang Qin , Wei Cheng","doi":"10.1016/j.renene.2026.125219","DOIUrl":"10.1016/j.renene.2026.125219","url":null,"abstract":"<div><div>To address the escalating electrical power demands, extend endurance, and simultaneously improve fuel economy for unmanned aerial vehicles (UAVs), this study proposes and comprehensively evaluates a novel solid oxide fuel cell hybrid turbofan system. This system innovatively integrates NaBH<sub>4</sub>/Al coupled hydrolysis for on-board hydrogen generation and features an integrated water circulation system. Thermodynamic models for the engine, reactor, and fuel cell were developed and validated, enabling detailed performance and exergy analyses. Comparative evaluations with a conventional turbofan engine revealed the proposed hybrid system's superior performance, particularly the version incorporating an anode recirculation pump. For instance, at a 35 % electric power fraction, this system achieved a 28.22 % reduction in specific fuel consumption, a 16.95 % increase in thermal efficiency, and a 12.57 % increase in overall efficiency compared to a conventional turbofan. Parametric analyses on fuel cell system, engine, and flight parameters identified optimal operating conditions, with exergy analysis pinpointing the engine combustion chamber as the primary source of irreversible losses. This novel hybrid propulsion system offers a compelling solution for achieving long-endurance, high-efficiency UAV operations with reduced fuel consumption, providing critical technical support for future aviation electrification.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125219"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145947993","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125242
Ning Yuan , Xuecheng Zhang , Luming Shi , Hongda Shi , Bingchen Liang , Zhenlu Wang , Haofeng Xia
This study investigates changes in wave energy magnitude and variability in the Yellow and Bohai Seas under a high-emission future climate scenario. Future wave conditions are simulated using a spectral wave model driven by wind fields from a high-resolution global circulation model. The analysis delves into spatiotemporal variations in wave energy, along with its availability and stability. Results indicate a general increasing trend in annual mean wave energy throughout the 21st century, especially in the southern Yellow Sea. The projected increase is characterized by a shift toward more frequent high-energy, accompanied by a reduction in low-energy, short-period waves. Assessing wave energy exploitability suggests increasing available resources in nearshore regions, particularly south of the Shandong Peninsula. However, wave energy stability is projected to decline, indicated by increasing monthly and seasonal variability. On monthly and seasonal scales, wave energy tends to decrease in October, December, and January, especially in the Bohai Sea, while increasing at varied rates in other months. Wave energy generally peaks in winter with relatively low variance and reaches a minimum in summer with high variability. These findings provide quantitative insights to support the planning and optimization of regional wave energy development under future climate change.
{"title":"Projected increases in wave energy magnitude and variability in the Yellow and Bohai Seas under a high-emission climate scenario","authors":"Ning Yuan , Xuecheng Zhang , Luming Shi , Hongda Shi , Bingchen Liang , Zhenlu Wang , Haofeng Xia","doi":"10.1016/j.renene.2026.125242","DOIUrl":"10.1016/j.renene.2026.125242","url":null,"abstract":"<div><div>This study investigates changes in wave energy magnitude and variability in the Yellow and Bohai Seas under a high-emission future climate scenario. Future wave conditions are simulated using a spectral wave model driven by wind fields from a high-resolution global circulation model. The analysis delves into spatiotemporal variations in wave energy, along with its availability and stability. Results indicate a general increasing trend in annual mean wave energy throughout the 21st century, especially in the southern Yellow Sea. The projected increase is characterized by a shift toward more frequent high-energy, accompanied by a reduction in low-energy, short-period waves. Assessing wave energy exploitability suggests increasing available resources in nearshore regions, particularly south of the Shandong Peninsula. However, wave energy stability is projected to decline, indicated by increasing monthly and seasonal variability. On monthly and seasonal scales, wave energy tends to decrease in October, December, and January, especially in the Bohai Sea, while increasing at varied rates in other months. Wave energy generally peaks in winter with relatively low variance and reaches a minimum in summer with high variability. These findings provide quantitative insights to support the planning and optimization of regional wave energy development under future climate change.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125242"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145975433","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125241
Hakan Yavuz , Wanan Sheng , George Aggidis
Mooring-based frequency-domain analysis combined with AI-based time-domain optimization offers a systematic approach to improving power capture performance in multi-degree-of-freedom wave energy converters. While most existing studies focus on single-degree-of-freedom systems, enhanced energy absorption can be achieved by exploiting the dynamic potential of multi-DoF configurations. This study investigates the TALOS wave energy converter, a six-degree-of-freedom system, with the objective of improving its power capture capability through coordinated mooring and power take-off (PTO) optimization. The optimization framework begins with a frequency-domain analysis to assess the influence of mooring parameters on the system response. Based on this analysis, two refined configurations, denoted as TALOS-L and TALOS-H, are developed using optimized mooring stiffness characteristics. Subsequently, time-domain simulations are conducted using a genetic algorithm to determine optimal PTO damping settings under site-specific sea conditions. The results show that adaptive tuning of both mooring and PTO parameters significantly improves power capture across different sea states. In particular, the TALOS-H configuration, featuring tuned surge mooring stiffness and genetically optimized PTO damping, consistently outperforms the baseline configuration. These findings highlight the importance of site-specific tuning and demonstrate the effectiveness of AI-based optimization for enhancing the adaptability and efficiency of multi-degree-of-freedom wave energy converters.
{"title":"Mooring-based frequency-domain and AI-based time-domain optimization for improved power capture performance of the TALOS wave energy converter","authors":"Hakan Yavuz , Wanan Sheng , George Aggidis","doi":"10.1016/j.renene.2026.125241","DOIUrl":"10.1016/j.renene.2026.125241","url":null,"abstract":"<div><div>Mooring-based frequency-domain analysis combined with AI-based time-domain optimization offers a systematic approach to improving power capture performance in multi-degree-of-freedom wave energy converters. While most existing studies focus on single-degree-of-freedom systems, enhanced energy absorption can be achieved by exploiting the dynamic potential of multi-DoF configurations. This study investigates the TALOS wave energy converter, a six-degree-of-freedom system, with the objective of improving its power capture capability through coordinated mooring and power take-off (PTO) optimization. The optimization framework begins with a frequency-domain analysis to assess the influence of mooring parameters on the system response. Based on this analysis, two refined configurations, denoted as TALOS-L and TALOS-H, are developed using optimized mooring stiffness characteristics. Subsequently, time-domain simulations are conducted using a genetic algorithm to determine optimal PTO damping settings under site-specific sea conditions. The results show that adaptive tuning of both mooring and PTO parameters significantly improves power capture across different sea states. In particular, the TALOS-H configuration, featuring tuned surge mooring stiffness and genetically optimized PTO damping, consistently outperforms the baseline configuration. These findings highlight the importance of site-specific tuning and demonstrate the effectiveness of AI-based optimization for enhancing the adaptability and efficiency of multi-degree-of-freedom wave energy converters.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125241"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145975434","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125206
Jianying Zhang , Shaogang Lei , Yu Tian , Yibo Zhao , Meng Li , Shengya Sun
Dust accumulation on the surface of photovoltaic panels is one of the key factors affecting the operational performance of PV systems. Hyperspectral remote sensing, with its high-dimensional and fine spectral resolution, shows great potential in PV pollution monitoring. However, our observations indicate that, for dust-covered PV panels, each spectral pixel often contains a composite signal generated by both the PV surface and the deposited dust. This microscopic mixed-pixel phenomenon is often overlooked, limiting existing monitoring approaches—based on single-spectrum analysis or traditional image processing—to macroscopic identification, and making it difficult to reveal the intrinsic relationship between dust density and spectral response. To address this issue, this study proposes a dust monitoring method for PV panels that integrates mixed-pixel spectral unmixing, enabling high-precision monitoring of different dust accumulation states. A spectral-index-optimized non-negative least squares method was first applied to estimate the abundances of the PV panel and dust components. The resulting abundance information was then incorporated into a dust density inversion model, and multiple machine learning algorithms were used to systematically compare the effects of different preprocessing strategies and sensitive-band extraction methods on model performance. The results showed that incorporating mixed-pixel abundance features significantly improved model accuracy and stability (R2 = 0.9615, RMSE = 10.0092 g/m2). When the dust density reached 46.21 g/m2, the reflectance in the 440–675 nm range exhibited an inflection point, changing from a decreasing to an increasing trend. The corresponding dust proportion (64 %) slightly exceeded 50 %, making dust the dominant contributor to the spectral signal and indicating a transition in the dust layer from single to multiple scattering. This study provides theoretical support and technical foundations for intelligent PV soiling monitoring and optimized cleaning scheduling.
{"title":"Intelligent monitoring of photovoltaic panel cleaning status: Fine-Scale dust accumulation estimation using hyperspectral data and mixed-pixel model","authors":"Jianying Zhang , Shaogang Lei , Yu Tian , Yibo Zhao , Meng Li , Shengya Sun","doi":"10.1016/j.renene.2026.125206","DOIUrl":"10.1016/j.renene.2026.125206","url":null,"abstract":"<div><div>Dust accumulation on the surface of photovoltaic panels is one of the key factors affecting the operational performance of PV systems. Hyperspectral remote sensing, with its high-dimensional and fine spectral resolution, shows great potential in PV pollution monitoring. However, our observations indicate that, for dust-covered PV panels, each spectral pixel often contains a composite signal generated by both the PV surface and the deposited dust. This microscopic mixed-pixel phenomenon is often overlooked, limiting existing monitoring approaches—based on single-spectrum analysis or traditional image processing—to macroscopic identification, and making it difficult to reveal the intrinsic relationship between dust density and spectral response. To address this issue, this study proposes a dust monitoring method for PV panels that integrates mixed-pixel spectral unmixing, enabling high-precision monitoring of different dust accumulation states. A spectral-index-optimized non-negative least squares method was first applied to estimate the abundances of the PV panel and dust components. The resulting abundance information was then incorporated into a dust density inversion model, and multiple machine learning algorithms were used to systematically compare the effects of different preprocessing strategies and sensitive-band extraction methods on model performance. The results showed that incorporating mixed-pixel abundance features significantly improved model accuracy and stability (R<sup>2</sup> = 0.9615, RMSE = 10.0092 g/m<sup>2</sup>). When the dust density reached 46.21 g/m<sup>2</sup>, the reflectance in the 440–675 nm range exhibited an inflection point, changing from a decreasing to an increasing trend. The corresponding dust proportion (64 %) slightly exceeded 50 %, making dust the dominant contributor to the spectral signal and indicating a transition in the dust layer from single to multiple scattering. This study provides theoretical support and technical foundations for intelligent PV soiling monitoring and optimized cleaning scheduling.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125206"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145975992","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125249
Lydia Stougie , Hedzer van der Kooi , Gijsbert Korevaar
The sustainability of supply chains for green hydrogen production is compared from a life cycle point of view: 1) offshore electrolysis with electricity from Dutch wind farms followed by pipeline transport of hydrogen to Rotterdam (Netherlands), 2) onshore electrolysis in Rotterdam with electricity from the same wind farms, 3) electrolysis with electricity from solar PV in Algeria followed by pipeline transport of hydrogen and 4) electrolysis and ammonia production with electricity from solar PV in Saudi Arabia followed by deep sea transport and ammonia cracking. The environmental sustainability is assessed with ReCiPe 2016 and Environmental Footprint 3.0. The Total Cumulative Exergy Loss (TCExL) method is used to calculate the exergetic sustainability. According to the endpoint scores, offshore electrolysis with wind energy is preferred, but the difference between the TCExL scores of both wind energy options is small. The preference order of the other supply chains is undecided. The offshore wind option is also preferred according to the midpoint indicators GWP/climate change, land use and water consumption/use. It is advised that the systems be investigated in more detail before drawing conclusions about the order of preference and that also attention be paid to the economic and social pillars of sustainability.
{"title":"Sustainability assessment of supply chains for green hydrogen production","authors":"Lydia Stougie , Hedzer van der Kooi , Gijsbert Korevaar","doi":"10.1016/j.renene.2026.125249","DOIUrl":"10.1016/j.renene.2026.125249","url":null,"abstract":"<div><div>The sustainability of supply chains for green hydrogen production is compared from a life cycle point of view: 1) offshore electrolysis with electricity from Dutch wind farms followed by pipeline transport of hydrogen to Rotterdam (Netherlands), 2) onshore electrolysis in Rotterdam with electricity from the same wind farms, 3) electrolysis with electricity from solar PV in Algeria followed by pipeline transport of hydrogen and 4) electrolysis and ammonia production with electricity from solar PV in Saudi Arabia followed by deep sea transport and ammonia cracking. The environmental sustainability is assessed with ReCiPe 2016 and Environmental Footprint 3.0. The Total Cumulative Exergy Loss (TCExL) method is used to calculate the exergetic sustainability. According to the endpoint scores, offshore electrolysis with wind energy is preferred, but the difference between the TCExL scores of both wind energy options is small. The preference order of the other supply chains is undecided. The offshore wind option is also preferred according to the midpoint indicators GWP/climate change, land use and water consumption/use. It is advised that the systems be investigated in more detail before drawing conclusions about the order of preference and that also attention be paid to the economic and social pillars of sustainability.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"261 ","pages":"Article 125249"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146074789","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}
Pub Date : 2026-01-09DOI: 10.1016/j.renene.2026.125250
Songzhen Tang , Dongliang Zhang , Wei Wang , Huan Xi , Xuehong Wu , Ming Guo
To enhance the heat transfer efficiency of latent heat storage devices, this study proposed a novel composite fin structure and applied it to vertical shell-and-tube latent heat thermal energy storage (LHTES) units. The enthalpy-porosity method was used for numerical simulation of the phase change process, and the heat storage and release performance of different units was systematically evaluated. The results indicated that the novel configuration, combining longitudinal and twisted fins, significantly enhanced both natural convection and heat conduction, effectively compensating for the heat transfer limitations of traditional longitudinal and annular fins. Compared with conventional longitudinal fins, it reduced the complete melting and solidification time of the phase change material (PCM) by 32.57 % and 23.05 %. Although its complete solidification time was slightly longer than that of conventional annular fins, it achieved the highest heat storage and release rates. When the PCM reached a phase change fraction of 0.95, the heat storage and release capacities of this structure were 10.9 % and 3.4 % higher than those of annular fins, respectively. This study provides theoretical guidance for the design and development of new large-scale, high-efficiency latent heat storage devices.
{"title":"Enhancing melting-solidification performance of latent heat thermal energy storage units with twisted fins","authors":"Songzhen Tang , Dongliang Zhang , Wei Wang , Huan Xi , Xuehong Wu , Ming Guo","doi":"10.1016/j.renene.2026.125250","DOIUrl":"10.1016/j.renene.2026.125250","url":null,"abstract":"<div><div>To enhance the heat transfer efficiency of latent heat storage devices, this study proposed a novel composite fin structure and applied it to vertical shell-and-tube latent heat thermal energy storage (LHTES) units. The enthalpy-porosity method was used for numerical simulation of the phase change process, and the heat storage and release performance of different units was systematically evaluated. The results indicated that the novel configuration, combining longitudinal and twisted fins, significantly enhanced both natural convection and heat conduction, effectively compensating for the heat transfer limitations of traditional longitudinal and annular fins. Compared with conventional longitudinal fins, it reduced the complete melting and solidification time of the phase change material (PCM) by 32.57 % and 23.05 %. Although its complete solidification time was slightly longer than that of conventional annular fins, it achieved the highest heat storage and release rates. When the PCM reached a phase change fraction of 0.95, the heat storage and release capacities of this structure were 10.9 % and 3.4 % higher than those of annular fins, respectively. This study provides theoretical guidance for the design and development of new large-scale, high-efficiency latent heat storage devices.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"260 ","pages":"Article 125250"},"PeriodicalIF":9.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145923107","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}