首页 > 最新文献

Thermal Science and Engineering Progress最新文献

英文 中文
CSP plants cooling technology: Techno-economic analysis, parametric study, and stacking ensemble learning forecasting 热电联产电厂冷却技术:技术经济分析、参数研究和堆叠集合学习预测
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102777

The growing solar industry and technological developments that increase the efficiency and affordability of solar plants are driven by the growing need for sustainable energy sources. The selection of the type of cooling tower technology significantly impacts the overall performance of concentrating solar power (CSP) plants because the cooling towers are essential elements for heat expulsion. The primary objective is to assess the influence of cooling tower technology on CSP plants from the perspective of techno-economic performance by implementing wet, dry, and hybrid cooling systems and optimizing the variables affecting solar tower power plants by conducting a parametric analysis. Moreover, a unique stacking ensemble model comprising a dual-layer structure is developed for solar tower power plant performance prediction. Following the findings, dry and wet cooling technologies came in second and third, respectively, with the hybrid cooling technique achieving the best performance outcomes. By incorporating wet-dry as well as hybrid cooling towers at the Benban location, the levelized cost of electricity for the solar tower was determined to be 13.99, 13.62, and 13.37 ¢/kWh. The results show that based on the parametric assessment; the capacity factor rose from 11.73 to 73.13% when the mirror reflectance changed from 0.6 to 0.95% and the reflective area to profile ratio from 0.5 to 0.9%. The proposed stacking ensemble demonstrated superior performance compared to standalone base models and existing techniques.

由于对可持续能源的需求日益增长,太阳能产业不断发展,技术不断进步,提高了太阳能发电厂的效率和经济性。冷却塔技术类型的选择对聚光太阳能发电厂(CSP)的整体性能有重大影响,因为冷却塔是排热的重要元件。研究的主要目的是从技术经济性能的角度评估冷却塔技术对聚光太阳能发电厂的影响,方法是采用湿式、干式和混合冷却系统,并通过参数分析优化影响太阳能塔发电厂的变量。此外,还开发了一种独特的双层结构堆叠组合模型,用于太阳能塔发电厂的性能预测。根据研究结果,干式和湿式冷却技术分别排在第二和第三位,而混合冷却技术取得了最佳性能结果。通过在本班地点采用干湿混合冷却塔,太阳能塔的平准化电力成本被确定为 13.99、13.62 和 13.37 美分/千瓦时。结果表明,根据参数评估,当反射镜反射率从 0.6% 变为 0.95%,反射面积与轮廓比从 0.5% 变为 0.9% 时,容量系数从 11.73% 上升到 73.13%。与独立的基础模型和现有技术相比,拟议的堆叠组合表现出更优越的性能。
{"title":"CSP plants cooling technology: Techno-economic analysis, parametric study, and stacking ensemble learning forecasting","authors":"","doi":"10.1016/j.tsep.2024.102777","DOIUrl":"10.1016/j.tsep.2024.102777","url":null,"abstract":"<div><p>The growing solar industry and technological developments that increase the efficiency and affordability of solar plants are driven by the growing need for sustainable energy sources. The selection of the type of cooling tower technology significantly impacts the overall performance of concentrating solar power (CSP) plants because the cooling towers are essential elements for heat expulsion. The primary objective is to assess the influence of cooling tower technology on CSP plants from the perspective of techno-economic performance by implementing wet, dry, and hybrid cooling systems and optimizing the variables affecting solar tower power plants by conducting a parametric analysis. Moreover, a unique stacking ensemble model comprising a dual-layer structure is developed for solar tower power plant performance prediction. Following the findings, dry and wet cooling technologies came in second and third, respectively, with the hybrid cooling technique achieving the best performance outcomes. By incorporating wet-dry as well as hybrid cooling towers at the Benban location, the levelized cost of electricity for the solar tower was determined to be 13.99, 13.62, and 13.37 ¢/kWh. The results show that based on the parametric assessment; the capacity factor rose from 11.73 to 73.13% when the mirror reflectance changed from 0.6 to 0.95% and the reflective area to profile ratio from 0.5 to 0.9%. The proposed stacking ensemble demonstrated superior performance compared to standalone base models and existing techniques.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of green building thermal energy conservation based on light imaging equipment in landscape optimization of waterfront space 基于光成像设备的绿色建筑热能节能在滨水空间景观优化中的应用
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102787

As the global focus on sustainable development intensifies, green buildings have become an important way to reduce energy consumption and improve environmental quality. The purpose of this study is to explore the application of technology based on optical imaging equipment in the heat saving of green buildings, especially in the landscape optimization of waterfront space, and evaluate its effectiveness and feasibility. In this study, light imaging equipment was used to monitor the heat distribution of different green buildings in the waterfront space, and combined with environmental data and energy consumption, the influence of architectural design and landscape configuration on heat energy conservation was analyzed. Through case study and quantitative analysis, the optimization effect of different design schemes on thermal effect is evaluated. The study found that rational allocation of buildings and surrounding landscape can significantly reduce heat loss, reflecting the importance of heat management. Light imaging technology effectively reveals the thermal energy dynamics of buildings under different weather conditions, verifying the potential of green buildings to reduce energy consumption. Therefore, the research based on optical imaging equipment provides a new perspective and method for the energy saving of green buildings in the waterfront space, and demonstrates the important role of optimizing landscape design in improving building energy efficiency.

随着全球对可持续发展的关注不断加强,绿色建筑已成为降低能源消耗、改善环境质量的重要途径。本研究旨在探索基于光学成像设备的技术在绿色建筑节热,尤其是滨水空间景观优化中的应用,并评估其有效性和可行性。本研究利用光成像设备监测滨水空间中不同绿色建筑的热量分布,并结合环境数据和能耗情况,分析建筑设计和景观配置对热能节约的影响。通过案例分析和定量分析,评价了不同设计方案对热效应的优化效果。研究发现,建筑与周边景观的合理配置能显著减少热损失,体现了热能管理的重要性。光成像技术有效揭示了不同气候条件下建筑的热能动态,验证了绿色建筑降低能耗的潜力。因此,基于光学成像设备的研究为滨水空间绿色建筑节能提供了新的视角和方法,并证明了优化景观设计对提高建筑能效的重要作用。
{"title":"Application of green building thermal energy conservation based on light imaging equipment in landscape optimization of waterfront space","authors":"","doi":"10.1016/j.tsep.2024.102787","DOIUrl":"10.1016/j.tsep.2024.102787","url":null,"abstract":"<div><p>As the global focus on sustainable development intensifies, green buildings have become an important way to reduce energy consumption and improve environmental quality. The purpose of this study is to explore the application of technology based on optical imaging equipment in the heat saving of green buildings, especially in the landscape optimization of waterfront space, and evaluate its effectiveness and feasibility. In this study, light imaging equipment was used to monitor the heat distribution of different green buildings in the waterfront space, and combined with environmental data and energy consumption, the influence of architectural design and landscape configuration on heat energy conservation was analyzed. Through case study and quantitative analysis, the optimization effect of different design schemes on thermal effect is evaluated. The study found that rational allocation of buildings and surrounding landscape can significantly reduce heat loss, reflecting the importance of heat management. Light imaging technology effectively reveals the thermal energy dynamics of buildings under different weather conditions, verifying the potential of green buildings to reduce energy consumption. Therefore, the research based on optical imaging equipment provides a new perspective and method for the energy saving of green buildings in the waterfront space, and demonstrates the important role of optimizing landscape design in improving building energy efficiency.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142083097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermal radiation characteristic parameters of biomass mixed feedstock for concentrating solar gasification reaction 用于聚光太阳能气化反应的生物质混合原料的热辐射特征参数
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102791

Solar energy and biomass are both important renewable energy, and the studies on them contribute to current goal of global carbon neutral. The solar gasification process directly employs solar radiation to drive the conversion from biomass to syngas via endothermic gasification reactions. This process relies on the biomass feedstock absorbing incident solar irradiation to sustain these reactions. The thermal radiation characteristics of biomass materials, such as spectral emissivity and absorptivity, determine its capacity for solar energy absorption versus losses from self-emission. Thus, these parameters are critical inputs for accurate thermal-balance modeling of the solar reactor. In this study, the reflectance of 9 biomass samples were experimentally measured in the main solar spectrum range of 200–2500 nm. Based on measurement results, the refractive index (n) and extinction coefficient (k) of each biomass materials are obtained via Kramers-Kronig relations. Besides, the dielectric function of the 9 biomass samples are also modeled using a 5-th Lorentz oscillator model and the model parameters are determined. The results indicate that the 5-th Lorentz oscillator model adequately characterizes the thermal radiation properties of diverse biomass feedstocks over the measured spectrum. This work contributes important spectral property data to enable accurate modeling and optimization of solar thermochemical conversion based on biomass gasification processes.

太阳能和生物质能都是重要的可再生能源,对它们的研究有助于实现当前全球碳中和的目标。太阳能气化工艺直接利用太阳辐射,通过内热气化反应将生物质转化为合成气。这一过程依靠生物质原料吸收入射太阳辐照来维持这些反应。生物质材料的热辐射特性,如光谱发射率和吸收率,决定了其吸收太阳能的能力与自发射的损失。因此,这些参数是太阳能反应器精确热平衡建模的关键输入。本研究通过实验测量了 9 个生物质样本在 200-2500 纳米主要太阳光谱范围内的反射率。根据测量结果,通过克雷默-克罗尼格关系得到了每种生物质材料的折射率(n)和消光系数(k)。此外,还利用 5-th 洛伦兹振荡器模型对 9 种生物质样品的介电函数进行了建模,并确定了模型参数。结果表明,5-th 洛伦兹振荡器模型能够充分表征各种生物质原料在测量光谱范围内的热辐射特性。这项工作为基于生物质气化过程的太阳能热化学转换的精确建模和优化提供了重要的光谱特性数据。
{"title":"Thermal radiation characteristic parameters of biomass mixed feedstock for concentrating solar gasification reaction","authors":"","doi":"10.1016/j.tsep.2024.102791","DOIUrl":"10.1016/j.tsep.2024.102791","url":null,"abstract":"<div><p>Solar energy and biomass are both important renewable energy, and the studies on them contribute to current goal of global carbon neutral. The solar gasification process directly employs solar radiation to drive the conversion from biomass to syngas via endothermic gasification reactions. This process relies on the biomass feedstock absorbing incident solar irradiation to sustain these reactions. The thermal radiation characteristics of biomass materials, such as spectral emissivity and absorptivity, determine its capacity for solar energy absorption versus losses from self-emission. Thus, these parameters are critical inputs for accurate thermal-balance modeling of the solar reactor. In this study, the reflectance of 9 biomass samples were experimentally measured in the main solar spectrum range of 200–2500 nm. Based on measurement results, the refractive index (<span><math><mi>n</mi></math></span>) and extinction coefficient (<span><math><mi>k</mi></math></span>) of each biomass materials are obtained via Kramers-Kronig relations. Besides, the dielectric function of the 9 biomass samples are also modeled using a 5-th Lorentz oscillator model and the model parameters are determined. The results indicate that the 5-th Lorentz oscillator model adequately characterizes the thermal radiation properties of diverse biomass feedstocks over the measured spectrum. This work contributes important spectral property data to enable accurate modeling and optimization of solar thermochemical conversion based on biomass gasification processes.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141979201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization decomposition of manufacturing tasks and equipment cycle ordering based on cost control 基于成本控制的制造任务优化分解和设备周期排序
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102790

In the manufacturing process, there are a large number of complex tasks, and refining them into smaller subtasks can better handle and schedule them. By dividing tasks into smaller units and understanding the characteristics and requirements of each subtask, targeted control and optimization can be carried out. Reasonably arranging the procurement and usage cycle of equipment based on changes in demand and production capacity can avoid waste caused by idle and excessive use of equipment, and maximize the utilization of equipment resources to reduce production costs. The aim of this study is to explore the method of manufacturing task optimization decomposition and equipment cycle ordering based on cost control, in order to optimize the cost-effectiveness of the manufacturing process. The task decomposition and equipment cycle ordering process are abstracted into mathematical models, and corresponding optimization objectives and constraints are formulated based on the characteristics of the models. Then, optimization algorithms are used to solve the model and find the optimal task decomposition and equipment cycle ordering strategy. The experimental results show that the use of cost control based manufacturing task optimization decomposition and equipment cycle ordering methods has achieved significant improvements in cost-effectiveness.

在生产过程中,存在大量复杂的任务,将其细化为更小的子任务可以更好地处理和安排这些任务。通过将任务划分为更小的单元,了解每个子任务的特点和要求,可以进行有针对性的控制和优化。根据需求和生产能力的变化,合理安排设备的采购和使用周期,可以避免设备闲置和过度使用造成的浪费,最大限度地利用设备资源,降低生产成本。本研究旨在探索基于成本控制的制造任务优化分解与设备周期排序方法,以优化制造过程的成本效益。将任务分解和设备周期排序过程抽象为数学模型,并根据模型的特点制定相应的优化目标和约束条件。然后,利用优化算法对模型进行求解,找出最优的任务分解和设备周期排序策略。实验结果表明,采用基于成本控制的制造任务优化分解和设备周期排序方法,在成本效益方面取得了显著改善。
{"title":"Optimization decomposition of manufacturing tasks and equipment cycle ordering based on cost control","authors":"","doi":"10.1016/j.tsep.2024.102790","DOIUrl":"10.1016/j.tsep.2024.102790","url":null,"abstract":"<div><p>In the manufacturing process, there are a large number of complex tasks, and refining them into smaller subtasks can better handle and schedule them. By dividing tasks into smaller units and understanding the characteristics and requirements of each subtask, targeted control and optimization can be carried out. Reasonably arranging the procurement and usage cycle of equipment based on changes in demand and production capacity can avoid waste caused by idle and excessive use of equipment, and maximize the utilization of equipment resources to reduce production costs. The aim of this study is to explore the method of manufacturing task optimization decomposition and equipment cycle ordering based on cost control, in order to optimize the cost-effectiveness of the manufacturing process. The task decomposition and equipment cycle ordering process are abstracted into mathematical models, and corresponding optimization objectives and constraints are formulated based on the characteristics of the models. Then, optimization algorithms are used to solve the model and find the optimal task decomposition and equipment cycle ordering strategy. The experimental results show that the use of cost control based manufacturing task optimization decomposition and equipment cycle ordering methods has achieved significant improvements in cost-effectiveness.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142099706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utilizing waste heat in wastewater treatment plants for water desalination: Modeling and Multi-Objective optimization of a Multi-Effect desalination system using Decision Tree Regression and Pelican optimization algorithm 利用废水处理厂的余热进行海水淡化:利用决策树回归和鹈鹕优化算法对多效海水淡化系统进行建模和多目标优化
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102784

This paper examines the feasibility of using waste heat from wastewater treatment plants (WWTPs) for water desalination. A model was developed to utilize waste heat from the gensets at As Samra WWTP in Jordan, using real data and TRNSYS® software to calculate available waste heat. The desalination process was then modeled with ASPEN PLUS® software, focusing on multi-effect desalination (MED). Both series and parallel configurations for the MED system were compared. The study investigated the effects of system feeding flow rate, feeding pressure, and heat input on productivity, performance ratio, and recovery ratio. The study also introduces a novel optimization technique combining machine learning and modern optimization algorithms to maximize system productivity and performance. Initially, a decision tree regression (DTR) model is developed to establish relationships between key independent variables (flow rate, feed pressure, and heat input) and dependent variables (productivity, performance ratio, and recovery ratio). The Pelican Optimization Algorithm (POA) is then used to identify the optimal values of the independent variables for maximum productivity and performance. The results show that using a series configuration yields a system productivity of 3984.2 kg/hr, a performance ratio of 3.78, and a recovery ratio of 0.991 at a feed flow rate of 4000 kg/hr, feed pressure of 3 bars, and heat input of 719 kW. Optimal productivity (4421 kg/hr), performance ratio (3.81), and recovery ratio (0.851) are achieved at a feed flow rate of 5166 kg/hr, feed pressure of 3.2 bars, and heat input of 794 kW. The techno-economic assessment indicates a levelized cost of water of 1.63 USD/m3 for parallel configurations and 1.65 USD/m3 for series configurations, with a payback period of less than two years.

本文探讨了利用污水处理厂(WWTP)的余热进行海水淡化的可行性。通过使用真实数据和 TRNSYS® 软件计算可用余热,建立了利用约旦 As Samra 污水处理厂发电机组余热的模型。然后使用 ASPEN PLUS® 软件对海水淡化过程进行建模,重点是多效海水淡化 (MED)。对 MED 系统的串联和并联配置进行了比较。研究调查了系统进料流速、进料压力和热输入对生产率、性能比和回收率的影响。研究还引入了一种结合机器学习和现代优化算法的新型优化技术,以最大限度地提高系统的生产率和性能。首先,开发了一个决策树回归(DTR)模型,以建立关键自变量(流速、给料压力和热输入)与因变量(生产率、性能比和回收率)之间的关系。然后使用鹈鹕优化算法(POA)确定自变量的最佳值,以实现最高生产率和性能。结果表明,在进料流量为 4000 公斤/小时、进料压力为 3 巴、输入热量为 719 千瓦的条件下,采用串联配置的系统生产率为 3984.2 公斤/小时,性能比为 3.78,回收率为 0.991。当进料流量为 5166 千克/小时、进料压力为 3.2 巴、输入热量为 794 千瓦时,可达到最佳生产率(4421 千克/小时)、性能比(3.81)和回收率(0.851)。技术经济评估表明,并联配置的平准水成本为 1.63 美元/立方米,串联配置的平准水成本为 1.65 美元/立方米,投资回收期不到两年。
{"title":"Utilizing waste heat in wastewater treatment plants for water desalination: Modeling and Multi-Objective optimization of a Multi-Effect desalination system using Decision Tree Regression and Pelican optimization algorithm","authors":"","doi":"10.1016/j.tsep.2024.102784","DOIUrl":"10.1016/j.tsep.2024.102784","url":null,"abstract":"<div><p>This paper examines the feasibility of using waste heat from wastewater treatment plants (WWTPs) for water desalination. A model was developed to utilize waste heat from the gensets at As Samra WWTP in Jordan, using real data and TRNSYS® software to calculate available waste heat. The desalination process was then modeled with ASPEN PLUS® software, focusing on multi-effect desalination (MED). Both series and parallel configurations for the MED system were compared. The study investigated the effects of system feeding flow rate, feeding pressure, and heat input on productivity, performance ratio, and recovery ratio. The study also introduces a novel optimization technique combining machine learning and modern optimization algorithms to maximize system productivity and performance. Initially, a decision tree regression (DTR) model is developed to establish relationships between key independent variables (flow rate, feed pressure, and heat input) and dependent variables (productivity, performance ratio, and recovery ratio). The Pelican Optimization Algorithm (POA) is then used to identify the optimal values of the independent variables for maximum productivity and performance. The results show that using a series configuration yields a system productivity of 3984.2 kg/hr, a performance ratio of 3.78, and a recovery ratio of 0.991 at a feed flow rate of 4000 kg/hr, feed pressure of 3 bars, and heat input of 719 kW. Optimal productivity (4421 kg/hr), performance ratio (3.81), and recovery ratio (0.851) are achieved at a feed flow rate of 5166 kg/hr, feed pressure of 3.2 bars, and heat input of 794 kW. The techno-economic assessment indicates a levelized cost of water of 1.63 USD/m<sup>3</sup> for parallel configurations and 1.65 USD/m<sup>3</sup> for series configurations, with a payback period of less than two years.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141954211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Studies on parametric optimization of PLA/graphene composites synthesized by fused filament fabrication for thermal applications 通过熔融长丝制造技术合成的聚乳酸/石墨烯复合材料热应用参数优化研究
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-10 DOI: 10.1016/j.tsep.2024.102788

The objective of this study is to examine the impact of various material and processing factors on the hardness (Shore D) and tensile strength of PLA/graphene composites. The study employed the Taguchi method to systematically optimize and statistically analyze various process variables, including the content of graphene (0 %, 0.5 %, and 1.0 % by weight), infill density (80 %, 90 %, and 100 %), and print speed (160 mm/s, 170 mm/s, and 180 mm/s). The composite material was fabricated utilizing the fused filament fabrication (FFF) technique, employing polylactic acid (PLA) and graphene as the primary feedstock materials. A standardized experiment was conducted in accordance with ASTM standards to assess the hardness and strength of samples that were prepared based on the experimental design. Based on the S/N ratio response table, it can be concluded that the reinforcement content is the most significant factor affecting both hardness and tensile strength. The optimal combination of process variables for achieving high hardness and tensile strength was found to be a graphene content of 1 %, an infill density of 100 %, and a print speed of 180 mm/s. The analysis of variance (ANOVA) indicated that the variable with the greatest statistical significance and substantial impact on the properties is the content of reinforcement. The analysis of fractures indicated a transition from ductile to brittle behavior with an increase in infill density. Furthermore, both composites demonstrated a brittle mode of failure irrespective of the infill density. Thus this composite material synergistically combines the inherent biodegradability of PLA with the improved thermal conductivity of graphene.

本研究旨在考察各种材料和加工因素对聚乳酸/石墨烯复合材料硬度(邵氏 D)和拉伸强度的影响。研究采用田口方法对各种工艺变量进行了系统优化和统计分析,包括石墨烯含量(按重量计分别为 0 %、0.5 % 和 1.0 %)、填充密度(80 %、90 % 和 100 %)和打印速度(160 毫米/秒、170 毫米/秒和 180 毫米/秒)。复合材料的制造采用了熔融长丝制造(FFF)技术,以聚乳酸(PLA)和石墨烯为主要原料。按照 ASTM 标准进行了标准化实验,以评估根据实验设计制备的样品的硬度和强度。根据信噪比反应表可以得出结论:增强材料的含量是影响硬度和拉伸强度的最重要因素。研究发现,实现高硬度和高拉伸强度的最佳工艺变量组合是石墨烯含量为 1%、填充密度为 100%、打印速度为 180 mm/s。方差分析(ANOVA)表明,对性能影响最大且统计意义最大的变量是增强材料的含量。断裂分析表明,随着填充密度的增加,其行为从韧性过渡到脆性。此外,无论填充密度如何,两种复合材料都表现出脆性破坏模式。因此,这种复合材料将聚乳酸固有的生物可降解性与石墨烯改进的导热性协同结合在一起。
{"title":"Studies on parametric optimization of PLA/graphene composites synthesized by fused filament fabrication for thermal applications","authors":"","doi":"10.1016/j.tsep.2024.102788","DOIUrl":"10.1016/j.tsep.2024.102788","url":null,"abstract":"<div><p>The objective of this study is to examine the impact of various material and processing factors on the hardness (Shore D) and tensile strength of PLA/graphene composites. The study employed the Taguchi method to systematically optimize and statistically analyze various process variables, including the content of graphene (0 %, 0.5 %, and 1.0 % by weight), infill density (80 %, 90 %, and 100 %), and print speed (160 mm/s, 170 mm/s, and 180 mm/s). The composite material was fabricated utilizing the fused filament fabrication (FFF) technique, employing polylactic acid (PLA) and graphene as the primary feedstock materials. A standardized experiment was conducted in accordance with ASTM standards to assess the hardness and strength of samples that were prepared based on the experimental design. Based on the S/N ratio response table, it can be concluded that the reinforcement content is the most significant factor affecting both hardness and tensile strength. The optimal combination of process variables for achieving high hardness and tensile strength was found to be a graphene content of 1 %, an infill density of 100 %, and a print speed of 180 mm/s. The analysis of variance (ANOVA) indicated that the variable with the greatest statistical significance and substantial impact on the properties is the content of reinforcement. The analysis of fractures indicated a transition from ductile to brittle behavior with an increase in infill density. Furthermore, both composites demonstrated a brittle mode of failure irrespective of the infill density. Thus this composite material synergistically combines the inherent biodegradability of PLA with the improved thermal conductivity of graphene.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142012910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of ambient wind on horizontal flame spread over discrete multi-column fuel arrays 环境风对离散多柱燃料阵列上水平火焰蔓延的影响
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-06 DOI: 10.1016/j.tsep.2024.102782

The flame spread behaviors of discrete charring fuels are significantly influenced by ambient wind. This paper studied the horizontal flame spread characteristics of discrete birch rod arrays under ambient wind experimentally and theoretically. Here, seven kinds of array spacings (denoted by S, 7–19 mm) and four kinds of wind speeds (denoted by U, 0.5–2.0 m/s) were designed to develop 28 experiments. The experimental results show that the flame inclination angle decreases as wind speed increases. The non-dimensional flame length and the non-dimensional heat release rate are also found to be correlated, and two ignition modes under the action of ambient wind were differentiated. The flame spread rate and wind speed have a linear relationship based on experimental data. The ratio of wind speed to fuel loading is introduced to further examine the variation of flame spread rate. In this article, a heat transfer model is established by simplifying discrete flame spread process and incorporating both radiative and convective heat transfer. A prediction model for flame spread rate is presented, which aligns well with the experimental results. Finally, the mass loss rate under the ambient wind is discussed.

离散炭化燃料的火焰蔓延行为受环境风的影响很大。本文通过实验和理论研究了离散桦木杆阵列在环境风作用下的水平火焰蔓延特性。本文设计了七种阵列间距(用 S 表示,7-19 mm)和四种风速(用 U 表示,0.5-2.0 m/s),共进行了 28 次实验。实验结果表明,火焰倾角随着风速的增加而减小。实验还发现,非尺寸火焰长度和非尺寸热释放率是相关的,并区分了环境风作用下的两种点火模式。根据实验数据,火焰蔓延率与风速呈线性关系。引入风速与燃料负荷的比值可进一步研究火焰蔓延率的变化。本文通过简化离散的火焰传播过程,并结合辐射传热和对流传热,建立了传热模型。文中提出的火焰蔓延率预测模型与实验结果十分吻合。最后,讨论了环境风下的质量损失率。
{"title":"Effect of ambient wind on horizontal flame spread over discrete multi-column fuel arrays","authors":"","doi":"10.1016/j.tsep.2024.102782","DOIUrl":"10.1016/j.tsep.2024.102782","url":null,"abstract":"<div><p>The flame spread behaviors of discrete charring fuels are significantly influenced by ambient wind. This paper studied the horizontal flame spread characteristics of discrete birch rod arrays under ambient wind experimentally and theoretically. Here, seven kinds of array spacings (denoted by <em>S</em>, 7–19 mm) and four kinds of wind speeds (denoted by <em>U</em>, 0.5–2.0 m/s) were designed to develop 28 experiments. The experimental results show that the flame inclination angle decreases as wind speed increases. The non-dimensional flame length and the non-dimensional heat release rate are also found to be correlated, and two ignition modes under the action of ambient wind were differentiated. The flame spread rate and wind speed have a linear relationship based on experimental data. The ratio of wind speed to fuel loading is introduced to further examine the variation of flame spread rate. In this article, a heat transfer model is established by simplifying discrete flame spread process and incorporating both radiative and convective heat transfer. A prediction model for flame spread rate is presented, which aligns well with the experimental results. Finally, the mass loss rate under the ambient wind is discussed.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141954210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermodynamic cycle performance modeling and numerical simulation of higher Mach scramjet with inlet pre-injection 采用进气道预喷射技术的高马赫涡喷发动机的热力学循环性能建模与数值模拟
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-05 DOI: 10.1016/j.tsep.2024.102775

This paper focuses on the thermodynamic cycle performance modeling and numerical investigation of a high Mach number scramjet with inlet pre-injection of hydrogen. The scramjet model used in this study was the Hyshot-Ⅱ engine model. Flight experiments using this model at high Mach number have been conducted previously, which provides a unique testbed for validating the computational prediction of supersonic combustion. A thermodynamic cycle performance model with inlet pre-injection was developed for operating characteristics studies of the scramjet engine. A set of three-dimensional Reynolds average Navier-Stockes (RANS) simulations of the reactive flow was performed with a 9-specie and 19-step kinetic mechanism for hydrogen combustion. The turbulence is modeled by k-ω shear stress transport (SST) turbulence model. The thermodynamic cycle performance analysis results indicate that inlet pre-injection can enhance the hydrogen mixing efficiency, and a small amount of advanced heat release can improve the overall thermal cycle efficiency. Detailed flow analysis from the three-dimensional simulation results indicates flow can be ignited in the first shock wave induced boundary layer separation (SIBLS) region. Inlet pre-injection enables the propagation of the flame toward the core flow compared to the throat injection. The inlet fuel pre-injection proved to be a promising injection method due to the higher combustion efficiency, elevated from 0.75 to 0.85, and higher specific impulse potential, increased from 1570 s to 1810 s. As the ER of inlet pre-injection increases within the examined range, the performance curve exhibits an optimal point. As the geometric compression ratio increases, the entire combustion process advances, leading to a significant increase in the performance potential of the engine. The comparative analysis of the thermodynamic cycle performance modeling and computational fluid dynamics (CFD) modeling indicates the model shows a good prediction on the performance of the scramjet engine with the inlet pre-injection, with the same trend of performance curves and an error of less than 10 % compared to the numerical simulation.

本文重点研究了进气道预喷射氢气的高马赫数scramjet热动力循环性能建模和数值研究。本研究中使用的争气式喷气发动机模型是 Hyshot-Ⅱ 发动机模型。此前已使用该模型进行了高马赫数飞行实验,这为验证超音速燃烧的计算预测提供了一个独特的试验平台。为研究scramjet发动机的运行特性,开发了一个带进气道预喷射的热动力循环性能模型。对反应流进行了一组三维雷诺平均纳维-斯托克斯(RANS)模拟,采用了 9 种 19 步氢气燃烧动力学机制。湍流采用 k-ω 剪切应力传输 (SST) 湍流模型。热力学循环性能分析结果表明,入口预喷射可提高氢气混合效率,少量提前放热可提高整体热循环效率。三维模拟结果的详细流动分析表明,流动可以在第一个冲击波诱导边界层分离(SIBLS)区域被点燃。与喉部喷射相比,入口预喷射可使火焰向芯流方向传播。进口燃料预喷射被证明是一种很有前途的喷射方法,因为燃烧效率更高,从 0.75 提高到 0.85,比冲势更高,从 1570 秒提高到 1810 秒。随着几何压缩比的增加,整个燃烧过程也随之加快,从而显著提高了发动机的性能潜力。对热力学循环性能建模和计算流体动力学(CFD)建模的对比分析表明,该模型对采用进气道预喷射技术的喷气发动机的性能进行了很好的预测,与数值模拟相比,性能曲线趋势相同,误差小于 10%。
{"title":"Thermodynamic cycle performance modeling and numerical simulation of higher Mach scramjet with inlet pre-injection","authors":"","doi":"10.1016/j.tsep.2024.102775","DOIUrl":"10.1016/j.tsep.2024.102775","url":null,"abstract":"<div><p>This paper focuses on the thermodynamic cycle performance modeling and numerical investigation of a high Mach number scramjet with inlet pre-injection of hydrogen. The scramjet model used in this study was the Hyshot-Ⅱ engine model. Flight experiments using this model at high Mach number have been conducted previously, which provides a unique testbed for validating the computational prediction of supersonic combustion. A thermodynamic cycle performance model with inlet pre-injection was developed for operating characteristics studies of the scramjet engine. A set of three-dimensional Reynolds average Navier-Stockes (RANS) simulations of the reactive flow was performed with a 9-specie and 19-step kinetic mechanism for hydrogen combustion. The turbulence is modeled by <em>k-ω</em> shear stress transport (SST) turbulence model. The thermodynamic cycle performance analysis results indicate that inlet pre-injection can enhance the hydrogen mixing efficiency, and a small amount of advanced heat release can improve the overall thermal cycle efficiency. Detailed flow analysis from the three-dimensional simulation results indicates flow can be ignited in the first shock wave induced boundary layer separation (SIBLS) region. Inlet pre-injection enables the propagation of the flame toward the core flow compared to the throat injection. The inlet fuel pre-injection proved to be a promising injection method due to the higher combustion efficiency, elevated from 0.75 to 0.85, and higher specific impulse potential, increased from 1570 s to 1810 s. As the ER of inlet pre-injection increases within the examined range, the performance curve exhibits an optimal point. As the geometric compression ratio increases, the entire combustion process advances, leading to a significant increase in the performance potential of the engine. The comparative analysis of the thermodynamic cycle performance modeling and computational fluid dynamics (CFD) modeling indicates the model shows a good prediction on the performance of the scramjet engine with the inlet pre-injection, with the same trend of performance curves and an error of less than 10 % compared to the numerical simulation.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141985495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on the coupling effect and construction deformation control of large deep foundation pit groups involving iron considering the coupling effect of seepage stress 考虑渗流应力耦合效应的大型涉铁深基坑群耦合效应及施工变形控制研究
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-05 DOI: 10.1016/j.tsep.2024.102780

Due to factors such as groundwater seepage and soil stress coupling effect, significant deformation and instability problems often occur during the construction process of super large deep excavation groups involving iron, seriously affecting the safety and stability of the project. This article aims to explore the coupling effect of super large deep excavation groups involving railways during the construction process, and how to effectively control construction deformation. This article combines theoretical analysis and numerical simulation to study the coupled effects of seepage and stress during the construction process of super deep excavation groups involving iron. With the help of finite element software, a numerical model of a large and deep excavation group involving iron was established, and the deformation and stress distribution at different construction stages were simulated. The research results indicate that the coupling effect of groundwater seepage and soil stress has a significant impact on the deformation and stability of the super deep excavation group involving iron. Therefore, reasonable construction measures and deformation control methods should be taken during the construction process.

由于地下水渗流、土体应力耦合效应等因素的影响,涉铁超大型深基坑群施工过程中经常出现明显的变形和失稳问题,严重影响工程的安全和稳定。本文旨在探讨涉铁超大型深基坑群施工过程中的耦合效应,以及如何有效控制施工变形。本文结合理论分析和数值模拟,研究了涉铁超大深基坑群施工过程中渗流和应力的耦合效应。借助有限元软件,建立了大型深基坑涉铁群体的数值模型,模拟了不同施工阶段的变形和应力分布。研究结果表明,地下水渗流与土体应力的耦合效应对超深基坑群的变形和稳定性有重要影响。因此,在施工过程中应采取合理的施工措施和变形控制方法。
{"title":"Study on the coupling effect and construction deformation control of large deep foundation pit groups involving iron considering the coupling effect of seepage stress","authors":"","doi":"10.1016/j.tsep.2024.102780","DOIUrl":"10.1016/j.tsep.2024.102780","url":null,"abstract":"<div><p>Due to factors such as groundwater seepage and soil stress coupling effect, significant deformation and instability problems often occur during the construction process of super large deep excavation groups involving iron, seriously affecting the safety and stability of the project. This article aims to explore the coupling effect of super large deep excavation groups involving railways during the construction process, and how to effectively control construction deformation. This article combines theoretical analysis and numerical simulation to study the coupled effects of seepage and stress during the construction process of super deep excavation groups involving iron. With the help of finite element software, a numerical model of a large and deep excavation group involving iron was established, and the deformation and stress distribution at different construction stages were simulated. The research results indicate that the coupling effect of groundwater seepage and soil stress has a significant impact on the deformation and stability of the super deep excavation group involving iron. Therefore, reasonable construction measures and deformation control methods should be taken during the construction process.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142088204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A study to predict the hydrodynamic and thermal characteristics of hybrid mesh regenerator 预测混合网格再生器流体动力和热特性的研究
IF 5.1 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-01 DOI: 10.1016/j.tsep.2024.102767

A Stirling engine is a heat engine that utilizes the cyclic compression and expansion of the working fluid caused by differential temperature for its operation. The regenerator heat exchanger is one of the core components in these Stirling engines, and the performance of the regenerator determines the performance of the Stirling engine. So, in this project, experimental and numerical simulations have been performed to study and compare the thermal and hydrodynamic properties of single mesh and hybrid mesh regenerators. Both single flow and oscillating flow characteristics were studied for single mesh regenerators with wire screens of mesh numbers 300, 400, 500 and hybrid mesh regenerators with wire mesh numbers 300-400-500 and 500-400-300. The oscillating flow study was carried out for 700 RPM, 500 RPM, 300 RPM and 200 RPM. It was observed that the single mesh regenerator with 500 mesh screens has the highest amount of energy storage but at the same time, it was also observed that the 500 mesh has the highest amount of pressure loss gradient. Upon comparing the pressure loss gradient and energy storage it was observed that the hybrid mesh has a better performance as it can store more heat energy with less pressure loss. A correlation was also developed for estimation of the Nusselt number.

斯特林发动机是一种利用工作流体在温差作用下的循环压缩和膨胀进行工作的热机。再生器热交换器是斯特林发动机的核心部件之一,再生器的性能决定了斯特林发动机的性能。因此,在本项目中,我们通过实验和数值模拟来研究和比较单网孔和混合网孔再生器的热性能和流体力学性能。研究了网目数为 300、400 和 500 的单网再生器以及网目数为 300-400-500 和 500-400-300 的混合网再生器的单流和振荡流特性。在 700 RPM、500 RPM、300 RPM 和 200 RPM 下进行了摆动流研究。结果表明,带有 500 目滤网的单网再生器的能量储存量最大,但同时也发现 500 目滤网的压力损失梯度最大。通过比较压力损失梯度和能量储存,可以发现混合滤网的性能更好,因为它能以更少的压力损失储存更多的热能。此外,还开发了一种用于估算努塞尔特数的相关方法。
{"title":"A study to predict the hydrodynamic and thermal characteristics of hybrid mesh regenerator","authors":"","doi":"10.1016/j.tsep.2024.102767","DOIUrl":"10.1016/j.tsep.2024.102767","url":null,"abstract":"<div><p>A Stirling engine is a heat engine that utilizes the cyclic compression and expansion of the working fluid caused by differential temperature for its operation. The regenerator heat exchanger is one of the core components in these Stirling engines, and the performance of the regenerator determines the performance of the Stirling engine. So, in this project, experimental and numerical simulations have been performed to study and compare the thermal and hydrodynamic properties of single mesh and hybrid mesh regenerators. Both single flow and oscillating flow characteristics were studied for single mesh regenerators with wire screens of mesh numbers 300, 400, 500 and hybrid mesh regenerators with wire mesh numbers 300-400-500 and 500-400-300. The oscillating flow study was carried out for 700 RPM, 500 RPM, 300 RPM and 200 RPM. It was observed that the single mesh regenerator with 500 mesh screens has the highest amount of energy storage but at the same time, it was also observed that the 500 mesh has the highest amount of pressure loss gradient. Upon comparing the pressure loss gradient and energy storage it was observed that the hybrid mesh has a better performance as it can store more heat energy with less pressure loss. A correlation was also developed for estimation of the Nusselt number.</p></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":null,"pages":null},"PeriodicalIF":5.1,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141849948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Thermal Science and Engineering Progress
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1