Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-03DOI: 10.1016/j.renene.2026.125365
Jiseon Park , Seongil Kim , Won Yang , Yongwoon Lee , Jongsup Hong , Karim Rabea , Stavros Michailos , Kevin J. Hughes , Lin Ma , Mohamed Pourkashanian
{"title":"Achieving energy autonomy in smart farm systems through renewable thermal energy: A scenario-based environmental and economic assessment","authors":"Jiseon Park , Seongil Kim , Won Yang , Yongwoon Lee , Jongsup Hong , Karim Rabea , Stavros Michailos , Kevin J. Hughes , Lin Ma , Mohamed Pourkashanian","doi":"10.1016/j.renene.2026.125365","DOIUrl":"10.1016/j.renene.2026.125365","url":null,"abstract":"<div><div>The global transition toward renewable energy has been accelerating in response to climate change. South Korea has increasingly expanded the adoption of renewable energy, especially solar power. Smart farms are one example of renewable energy applications but require both electricity and heat demand. Previous studies have shown that the target smart farm does not achieve 100% energy self-sufficiency rate under current conditions. Therefore, renewable energy-based autonomous energy systems and their operational strategy are required to reduce grid dependency with full energy autonomy. This study proposes a scenario-based energy autonomy framework that integrates life-cycle assessment and techno-economic analysis for smart farms with coupled electricity and heat demands using measured operational data. Analysis results indicated that the proposed energy autonomous scenario could reduce CO<sub>2</sub> emissions by up to approximately 92% compared to a centralized grid-based system. It also improved economic viability, lowering the LCOE from $0.435 to $0.287/kWh compared with the existing operating model. Sensitivity analysis identified electricity and wood pellet prices as the most influential economic factors. Consequently, a 60% solar-40% biomass configuration provides the optimal balance between environmental performance and economic efficiency. These findings demonstrate the practical feasibility of applying renewable and low-carbon technologies to smart farms within agricultural systems.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125365"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186425","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-05DOI: 10.1016/j.renene.2026.125336
Lei Qu , Dengjia Wang , Yanfeng Liu , Xingzhen Deng , Baichao Wang , Xuan Song , Jianhua Fan
{"title":"Research on the calculation method of key thermal parameters and the thermal performance differences in different climate zones of the facade BIPV component","authors":"Lei Qu , Dengjia Wang , Yanfeng Liu , Xingzhen Deng , Baichao Wang , Xuan Song , Jianhua Fan","doi":"10.1016/j.renene.2026.125336","DOIUrl":"10.1016/j.renene.2026.125336","url":null,"abstract":"<div><div>Evaluating the thermal performance of facade BIPV components in practical engineering applications remains a challenge. To quantify the impact of their thermal effects, this study proposes the equivalent additional thermal resistance (Δ<em>R</em><sub>BIPV</sub>) and the equivalent heat transfer coefficient (<em>K</em><sub>BIPV</sub>), together with their calculation methods. The differences in Δ<em>R</em><sub>BIPV</sub> among five climate zones in China, including the severe cold zone, cold zone, hot summer and cold winter zone, hot summer and warm winter zone, and mild climate zone, are systematically analyzed. The <em>K</em><sub>BIPV</sub> values for the five climate zones are further compared with the corresponding limits of external wall heat transfer coefficients (<em>K</em><sub>limit</sub>) specified in the building thermal code, and based on this comparison, strategies for reducing external wall insulation thickness are proposed. The results indicate that the annual average Δ<em>R</em><sub>BIPV</sub> values for the five climate zones are 1.07, 1.01, 0.98, 0.97, and 1.03 m<sup>2</sup> K/W, respectively. With the application of facade BIPV components, the insulation thickness of external walls in Zone I and II can be reduced by 42 mm and 39 mm, respectively, while no additional insulation layer is required for Zone III, IV, and V.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125336"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186422","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-02DOI: 10.1016/j.renene.2026.125373
Anurag, Abhay Gupta, Samaneh Shahgaldi
{"title":"Effect of Nb interlayer thickness on the performance of porous transport layers for proton exchange membrane water electrolyzers","authors":"Anurag, Abhay Gupta, Samaneh Shahgaldi","doi":"10.1016/j.renene.2026.125373","DOIUrl":"10.1016/j.renene.2026.125373","url":null,"abstract":"<div><div>Polymer electrolyte membrane water electrolyzer (PEMWE) integrated with renewable energy sources is a crucial technology for energy transition. However, the high cost of precious metal-coated porous transport layers (PTLs) is one of the limiting factors for the widespread use of PEMWE. Multi-layered coatings with cost-effective Nb as an interlayer and thin layer of precious metal (one-fourth of commercial) as a top layer could serve as a potential alternative to commercial PTL in PEMWE. This study explored the impact of different thicknesses of Nb interlayer (150, 200, 350 nm) on the electrochemical behavior of multi-layered NbPt coatings, by comparing them with two single layered Pt-coated PTLs (in-house Pt-coated PTL and commercial Pt-coated PTL) under PEMWE simulated condition. The result showed that the Ti PTLs with Nb as an interlayer (150, 200, 350 nm) performed better than the single layered in-house Pt-coated PTL. The best performing multi-layered NbPt (Nb = 350 nm, Pt = 50 nm) sample was finally compared with commercial Pt (200 nm) coated PTL in the in-situ condition of PEMWE. The multi-layered NbPt coating showed an equivalent performance (1.967 [email protected] A cm<sup>−2</sup>) compared to commercial Pt coating (1.958 [email protected] A cm<sup>−2</sup>), making Nb as a promising cost-effective interlayer for PTL coating.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125373"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186254","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-02DOI: 10.1016/j.renene.2026.125384
Xiaoxiao Dang , Linyang Wei , Xin Zhang , Wenchao Ji , Shuangcheng Sun , Zhi Yi , Guojun Li
{"title":"A novel design of two-step solar thermochemical system integrated with heat recovery for sustainable fuels production","authors":"Xiaoxiao Dang , Linyang Wei , Xin Zhang , Wenchao Ji , Shuangcheng Sun , Zhi Yi , Guojun Li","doi":"10.1016/j.renene.2026.125384","DOIUrl":"10.1016/j.renene.2026.125384","url":null,"abstract":"<div><div>The increasingly severe energy crisis and environmental issues urgently require a global energy transformation from fossil fuels to sustainable fuels. The two-step solar thermochemical technology provides a promising path for sustainable fuel production from H<sub>2</sub>O and CO<sub>2</sub> with concentrated solar energy. However, current solar-to-fuel efficiency is still far from commercial requirements, due to two main limiting factors: (1) severe sensible heat loss due to temperature swings between reduction and oxidation steps; (2) discontinuous utilization of solar energy during solar periods caused by alternating two-step reactions. To address this issue, a novel solar thermochemical system consisting of dual solar reactors combined with heat exchange devices is proposed in this study. This design not only enables simultaneous reduction and oxidation during solar periods for uninterrupted fuel production, but also, through the application of heat exchange devices, facilitates effective recovery of sensible heat between reduction and oxidation phases and from waste high-temperature gases and solid metal oxides, thereby reducing heat losses. Results show solar-to-fuel efficiency increases by 112%–389% compared to conventional systems, and can reach 26.07% at the reduction temperature of 1993 K. Therefore, this novel design of two-step solar thermochemical system developed in this study shows potential in the production of sustainable fuels.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125384"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186261","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-03DOI: 10.1016/j.renene.2026.125352
Nan Xu , Zhiwei Wang , Gaofeng Chen , Zaifeng Li , Tingzhou Lei , Ashwani K. Gupta
{"title":"Effects of torrefaction pretreatment on the physicochemical properties of biomass and subsequent pyrolysis products","authors":"Nan Xu , Zhiwei Wang , Gaofeng Chen , Zaifeng Li , Tingzhou Lei , Ashwani K. Gupta","doi":"10.1016/j.renene.2026.125352","DOIUrl":"10.1016/j.renene.2026.125352","url":null,"abstract":"<div><div>Biomass pyrolysis is a promising pathway for renewable fuel and chemical production. Biomass's inherent high oxygen content, volatility, and low energy density impacts its efficiency. This study investigates the effects of torrefaction pretreatment on the physicochemical properties and pyrolysis product distribution of pine wood. Torrefaction was conducted at 240, 260, and 280 °C for 20, 40, and 60 min. Results showed that higher torrefaction temperatures and extended residence times synergistically improved biomass fuel characteristics. At 280 °C for 60 min, the amount of fixed carbon increased to 37.79%, HHV rose from 18.19 to 23.68 MJ/kg, and volatile matter decreased by 18.93%. Elemental analysis revealed significant reductions in hydrogen and oxygen contents, while ash content increased by 0.85% from devolatilization. Longer torrefaction durations further promoted carbonization and hydrophobicity, although their impact was less significant than that of temperature. Pyrolysis analysis using Py-GC/MS showed that the amounts of phenolic compound increased by 13.56%, while oxygenated by-products (phenolic, aldehydes and ketones) decreased by 24.42% at 280 °C. Additionally, levoglucosan yield increased by 23.93% at 260 °C, indicating improved selective formation of dehydrated sugars. The results indicated that torrefaction can effectively improve biomass properties and tailor pyrolysis products for improved performance in energy and chemical applications.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125352"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186238","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-01-30DOI: 10.1016/j.renene.2026.125348
Yihua Yu , Lu Liu , Qiu Tu , Xinyue Hao , Luka Boban , Vladimir Soldo
{"title":"Experimental study on photovoltaic-driven active enhanced vapor injection air source heat pump with self-contained heat storage","authors":"Yihua Yu , Lu Liu , Qiu Tu , Xinyue Hao , Luka Boban , Vladimir Soldo","doi":"10.1016/j.renene.2026.125348","DOIUrl":"10.1016/j.renene.2026.125348","url":null,"abstract":"<div><div>Photovoltaic-driven air source heat pumps have been widely used for buildings heating. However, in the low-temperature environment, the performance of the heat pump significantly declines. The conventional enhanced vapor injection (CEVI) can only slightly improve the performance. In this work, a photovoltaic-driven active enhanced vapor injection (AEVI) air source heat pump is designed with self-contained heat storage that can continuously provide heat for the AEVI. The experimental performance assessment of the heat pump operation with different enhanced vapor injection methods demonstrated the benefits of the AEVI. The maximum heating capacity of the heat pump with CEVI and AEVI increased by 6.9 % and 32.9 % compared to that with the none-injection (NEVI), respectively. At the same return water temperature of 33 °C, the CEVI and AEVI show 11.8 % and 57.5 % increase in heating capacity, 3 % and 24.7 % improvement in coefficient of performance compared to the NEVI. In addition, the average temperature of the indoor room was 16.8 °C, 17.3 °C and 19.2 °C after 8 h of underfloor heating. This shows that the AEVI heat pump has the best performance for underfloor heating and presents viable option for enhancing heat pump heating in low-temperature environment.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125348"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186242","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":"Influence mechanism on thermoelectric and refrigerating performance of PVT composite cycle system with collaborative compressor-refrigerant pump drive","authors":"Xiaochao Guo , Yiping Wu , Boyuan Wang , Qingpeng Wei","doi":"10.1016/j.renene.2026.125350","DOIUrl":"10.1016/j.renene.2026.125350","url":null,"abstract":"<div><div>The lack of clarity regarding the quantitative influence mechanisms poses a significant challenge to the optimized design and reliable application of the novel PVT composite cycle system with collaborative compressor-refrigerant pump drive in different regions. Therefore, a simulation platform was established to investigate the mechanism that influences the thermoelectric and refrigerating performance of the novel system. The research indicates that for every 1.0 °C increase in ambient temperature, the heating <em>COP</em> rises by 1.5 %, 5.0 %, and 5.0 % for the PVT heat pump, PVT composite cycle, and PVT power heat pipe cogeneration modes, respectively, while the exergy efficiency decreases by 0.5 % across all modes; with every 10 W/m<sup>2</sup> increase in solar irradiance, the heating <em>COP</em> increases by 1.5 %, 3.0 %, and 2.0 % for the previously mentioned three cogeneration modes, respectively, and the exergy efficiency sees a 0.1 % increase across all modes. Moreover, with each 1.0 °C rise in ambient temperature, the refrigerating capacity and refrigerating <em>COP</em> decrease by 1.5 % and 2.5 %, respectively; for each 1 m/s escalation in wind speed, the refrigerating capacity and refrigerating <em>COP</em> are enhanced by 3.0 % and 5.0 %, respectively. The heating <em>COP</em> and exergy efficiency of the proposed system are, respectively, 10.0 %–575 % and 5.0 %–25.0 % superior to those of the existing PVT heat pump system. Furthermore, the additional investment relative to the existing PVT heat pump system is projected to be recouped within a span of 0.6–2.0 years. These findings provide a crucial theoretical framework and definitive performance benchmarks for the optimized design and application of this novel system across diverse climatic regions.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125350"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186243","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-01-27DOI: 10.1016/j.renene.2026.125345
Ana María Naranjo Herrera , Elisa Maria Mano Esteves , Mohammad Mansouri , Peter Breuhaus , Cláudia do Rosário Vaz Morgado
{"title":"Brazilian bioenergy generation from cattle and pig manure: An economic life cycle assessment","authors":"Ana María Naranjo Herrera , Elisa Maria Mano Esteves , Mohammad Mansouri , Peter Breuhaus , Cláudia do Rosário Vaz Morgado","doi":"10.1016/j.renene.2026.125345","DOIUrl":"10.1016/j.renene.2026.125345","url":null,"abstract":"<div><div>Renewable energy from biogas derived from agricultural waste offers strong potential for sustainable rural development in Brazil. This study conducts the first comparative economic life cycle assessment (E-LCA) of 1 kWh of electricity generated from cattle and pig manure in small-scale systems in the Brazilian Midwest. Following ISO 14040 and 14044 standards, the analysis covered goal and scope definition, inventory, impact assessment, and interpretation, to provide robust insights for managers and policymakers. Eight scenarios were compared, integrating digestate use and two electricity generation models with covered lagoon biodigester technology. Results showed that pig manure scenarios are more economically viable, achieving generation costs as low as US$0.01/kWh, while cattle manure reached US$0.09/kWh. Distributed generation models were up to 38.5 % more profitable than individual systems. Moreover, including a secondary lagoon and using digestate as biofertilizer increased the internal rate of return by up to 80 %. These findings underline the urgent need for policies to foster energy transition and carbon reduction in Brazil, especially in rural and agro-industrial sectors still dependent on conventional energy sources. Promoting small-scale biogas adoption is a crucial step toward achieving Brazil's climate goals and its Paris Agreement commitments.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125345"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186244","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-05DOI: 10.1016/j.renene.2026.125382
Xinyin Xu , Liu Yang , Yuhao Qiao , Changyin Xiang , Liuyangzi Chen , Yan Liu
{"title":"Performance analysis of PV-BESS-ASHP-LTRTs system based on experimental study in a cold-climate residential building","authors":"Xinyin Xu , Liu Yang , Yuhao Qiao , Changyin Xiang , Liuyangzi Chen , Yan Liu","doi":"10.1016/j.renene.2026.125382","DOIUrl":"10.1016/j.renene.2026.125382","url":null,"abstract":"<div><div>Traditional solar thermal systems with water as the working fluid are prone to both freezing and overheating, which impose operational challenges in cold regions. A solar-assisted heat pump integrating battery storage and radiant terminal energy system is proposed to meet the demands in well-insulated residential buildings. The heat pump converts the power generated by photovoltaic arrays into heat and further store in batteries and the building envelope. A test-bed in Shaanxi, China is employed to conduct full-time, 12-h, solar-based, and shutdown experiments, enabling a performance analysis of the operational characteristics and the building's thermal response. This study also develops a theoretical model for the proposed system and validates it using the measured data. Field experimental results show that the proposed system operates stably under cold-climate conditions. PV generation reaches 18.10 kWh/day and the high solar contribution is up to 83.0%. The system maintains indoor air temperature of seven rooms within 16.1-26.4 °C, even with 60 h of downtime, while the PMV values mostly fall within the Class I and Class II thermal comfort zones. Furthermore, the proposed system achieves the lowest carbon emissions among the compared energy systems. This verifies that the proposed system has significant research and application potential.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125382"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186322","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}
Renewable EnergyPub Date : 2026-04-15Epub Date: 2026-02-01DOI: 10.1016/j.renene.2026.125367
Hakan Eygu
{"title":"Balancing biofuel production and food security: The case of OECD countries","authors":"Hakan Eygu","doi":"10.1016/j.renene.2026.125367","DOIUrl":"10.1016/j.renene.2026.125367","url":null,"abstract":"<div><div>By the United Nations' Sustainable Development Goals (SDGs), countries are actively addressing one of today's most pressing challenges: food security. Policies that promote the strengthening of agricultural economies raise significant questions regarding food security at both local and global scales. Researchers aim to reduce CO<sub>2</sub> emissions by emphasizing environmental protection and using renewable energy sources. However, the increase in CO<sub>2</sub> emissions leads to rising global temperatures, negatively impacting human life, biodiversity, land quality, and water resources essential for overall food security. This study contributes to the literature by examining the impacts of biodiesel production, petroleum production, and their socio-economic effects on food security. In this context, the study aligns with the SDG 2 (Zero Hunger), SDG 12 (Responsible Consumption and Production), and SDG 15 (Life on Land) goals of OECD countries. In the study, the CS-ARDL method, which accounts for cross-sectional dependence, endogeneity, and heterogeneity, was employed. The empirical analysis results reveal that biofuel production has a negative impact on food security in OECD economies. Additionally, it has been determined that certain variables, such as petroleum production, also have negative effects on food security. The findings highlight the critical importance of understanding how biofuel production impacts food security in OECD countries. Policymakers should consider food security while promoting biofuel programs and implement policies aimed at protecting people.</div></div>","PeriodicalId":419,"journal":{"name":"Renewable Energy","volume":"262 ","pages":"Article 125367"},"PeriodicalIF":9.1,"publicationDate":"2026-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146186265","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}