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Multi-Level Subpopulation-Based Particle Swarm Optimization Algorithm for Hybrid Flow Shop Scheduling Problem with Limited Buffers
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作者 yuan zou Chao Lu +1 位作者 Lvjiang Yin Xiaoyu Wen 《Computers, Materials & Continua》 2025年第8期2305-2330,共26页
The shop scheduling problem with limited buffers has broad applications in real-world production scenarios,so this research direction is of great practical significance.However,there is currently little research on th... The shop scheduling problem with limited buffers has broad applications in real-world production scenarios,so this research direction is of great practical significance.However,there is currently little research on the hybrid flow shop scheduling problem with limited buffers(LBHFSP).This paper deeply investigates the LBHFSP to optimize the goal of the total completion time.To better solve the LBHFSP,a multi-level subpopulation-based particle swarm optimization algorithm(MLPSO)is proposed,which is founded on the attributes of the LBHFSP and the shortcomings of the basic PSO(particle swarm optimization)algorithm.In MLPSO,firstly,considering the impact of the limited buffers on the process of subsequent operations,a specific circular decoding strategy is developed to accommodate the characteristics of limited buffers.Secondly,an initialization strategy based on blocking time is designed to enhance the quality and diversity of the initial population.Afterward,a multi-level subpopulation collaborative search is developed to prevent being trapped in a local optimum and improve the global exploration capability.Additionally,a local search strategy based on the first blocked job is designed to enhance the MLPSO algorithm’s exploitation capability.Lastly,numerous experiments are carried out to test the performance of the proposed MLPSO by comparing it with classical intelligent optimization and popular algorithms in recent years.The results confirm that the proposed MLPSO has an outstanding performance when compared to other algorithms when solving LBHFSP. 展开更多
关键词 Hybrid flow shop scheduling problem limited buffers PSO algorithm collaborative search blocking phenomenon
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Development and characterization of the PolyU-1 lunar regolith simulant based on Chang’e-5 returned samples 被引量:4
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作者 yuan zou Huanyu Wu +3 位作者 Shupeng Chai Wei Yang Renhao Ruan Qi Zhao 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第9期1317-1326,共10页
Leading national space exploration agencies and private enterprises are actively engaged in lunar exploration initiatives to accomplish manned lunar landings and establish permanent lunar bases in the forthcoming year... Leading national space exploration agencies and private enterprises are actively engaged in lunar exploration initiatives to accomplish manned lunar landings and establish permanent lunar bases in the forthcoming years.With limited access to lunar surface materials on Earth,lunar regolith simulants are crucial for lunar exploration research.The Chang’e-5(CE-5)samples have been characterized by state-of-the-art laboratory equipment,providing a unique opportunity to develop a high-quality lunar regolith simulant.We have prepared a high-fidelity PolyU-1 simulant by pulverizing,desiccating,sieving,and blending natural mineral materials on Earth based on key physical,mineral,and chemical characteristics of CE-5 samples.The results showed that the simulant has a high degree of consistency with the CE-5 samples in terms of the particle morphology,mineral and chemical composition.Direct shear tests were conducted on the simulant,and the measured internal friction angle and cohesion values can serve as references for determining the mechanical properties of CE-5 lunar regolith.The PolyU-1 simulant can contribute to experimental studies involving lunar regolith,including the assessment of interaction between rovers and lunar regolith,as well as the development of in-situ resource utilization(ISRU)technologies. 展开更多
关键词 Lunar regolith Simulant Lunar soil mechanics Chang’e-5 ISRU Lunar exploration
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环氧基改性蒙脱土增容聚乳酸/聚丁二酸丁二醇酯共混体系 被引量:3
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作者 吕若昀 田瑶 +3 位作者 张杰 勾良程 邹源 余鹏 《高分子材料科学与工程》 EI CAS CSCD 北大核心 2022年第4期80-88,共9页
通过加成反应合成十八烷基二甲基环氧基氯化铵,并与钠基蒙脱土进行离子交换反应得到环氧基改性蒙脱土(OMMT)。将OMMT以熔融共混的方式加入聚乳酸/聚丁二酸丁二醇酯(PLA/PBS)共混物中,研究了OMMT含量对PLA/PBS共混体系的增容效果及对力... 通过加成反应合成十八烷基二甲基环氧基氯化铵,并与钠基蒙脱土进行离子交换反应得到环氧基改性蒙脱土(OMMT)。将OMMT以熔融共混的方式加入聚乳酸/聚丁二酸丁二醇酯(PLA/PBS)共混物中,研究了OMMT含量对PLA/PBS共混体系的增容效果及对力学性能的影响。微观结构表明,添加OMMT到PLA/PBS(80/20)共混物中之后,分散相PBS的粒径显著降低,并且粒径分布变窄。在PLA与PBS的相界面处,OMMT以插层或剥离的形式存在,阻止分散相聚集,增加两相之间的相容性。动态流变结果表明,由于OMMT对分子链的缠结作用,PLA/PBS/OMMT复合材料的储能模量、损耗模量和复数黏度都随着OMMT含量增加而增加。动态力学热分析表明,PLA与PBS的玻璃化转变温度相互靠拢的幅度随着OMMT含量的增加而增大。力学性能结果表明,当OMMT质量分数为1%时,PLA/PBS/OMMT复合材料的拉伸强度达到62.5 MPa、冲击强度达到3.1 kJ/m^(2),相较于纯PLA/PBS共混物分别提高了32.1%和19.2%。 展开更多
关键词 聚乳酸 聚丁二酸丁二醇酯 蒙脱土 增容 共混
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Cloud Computing Based Optimal Driving for a Parallel Hybrid Electric Vehicle 被引量:2
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作者 Jie Fan yuan zou +1 位作者 Zehui Kong Ludger Heide 《Journal of Beijing Institute of Technology》 EI CAS 2019年第1期155-161,共7页
A cloud computing based optimal driving method is proposed and its feasibility is validated through a real-world scenario simulation.Based on principles of vehicle dynamics,the driving optimization problem has been fo... A cloud computing based optimal driving method is proposed and its feasibility is validated through a real-world scenario simulation.Based on principles of vehicle dynamics,the driving optimization problem has been formulated into an optimal control problem constrained by traffic rules,directed at achieving lower equivalent fuel consumption and shorter travel time.In order to conveniently specify the constraints and facilitate the application of the dynamic programming(DP)algorithm,the driving optimization problem is transformed into spatial domain and discretized properly.Considering the heavy computational costs of the DP algorithm,a cloud computing based platform structure is proposed to solve the optimal driving problem in real-time.A case study is simulated based on a real-world traffic scenario in Matlab.Simulation results demonstrate that the cloud computing framework is promising toward realizing the real-time energy management for hybrid electric vehicles. 展开更多
关键词 hybrid ELECTRIC VEHICLE CLOUD COMPUTING OPTIMAL driving energy management
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Experimental study of the bearing capacity of a drainage pipe pile under vacuum consolidation 被引量:2
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作者 Xiao-wu TANG Wei-kang LIN +2 位作者 yuan zou Jia-xin LIANG Wen-fang ZHAO 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2022年第8期639-651,共13页
In this study,we propose a drainage pipe pile under vacuum consolidation to integrate foundation treatment and pile foundation engineering in soft soil areas.To study its bearing capacity characteristics and foundatio... In this study,we propose a drainage pipe pile under vacuum consolidation to integrate foundation treatment and pile foundation engineering in soft soil areas.To study its bearing capacity characteristics and foundation treatment performance,single pile static load tests,vane shear tests,and water content tests were carried out for ordinary piles,perforated piles,and drainage pipe piles under conditions of static and vacuum consolidation.Based on the results,the concept of strong and weak reinforcement areas was proposed and used for bearing capacity prediction.The results showed that the drainage pipe pile did not become silted under vacuum consolidation.The single pile bearing capacity was much higher than that of an ordinary pile,and the pile side friction was exerted mainly in the middle and lower parts.Good results were achieved using the shear strength at the junction of the strong and weak reinforcement areas to estimate the ultimate bearing capacity of a single pile.This study provided important insights into the design and construction of drainage pipe piles in a soft soil foundation. 展开更多
关键词 Drainage pipe pile Soft soil CONSOLIDATION Bearing capacity Foundation treatment
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Geroprotection from ergothioneine treatment in Drosophila melanogaster by improving intestinal barrier and activation of intestinal autophagy
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作者 Hongyu Pan Qianwang Zheng +6 位作者 yuan zou Guozhao Luo Mingzhen Tu Na Wang Jingru Zhong Liqiong Guo Junfang Lin 《Food Science and Human Wellness》 SCIE CAS CSCD 2024年第6期3434-3446,共13页
Ergothioneine is a natural amino acid with powerful antioxidant activity.Previous studies have demonstrated that ergothioneine can increase the lifespan of Drosophila melanogaster and Caenorhabditis elegans,and enhanc... Ergothioneine is a natural amino acid with powerful antioxidant activity.Previous studies have demonstrated that ergothioneine can increase the lifespan of Drosophila melanogaster and Caenorhabditis elegans,and enhance telomerase activity.In present study,the metagenomics sequencing and quantitative real-time polymerase chain reaction analysis were employed to characterize the composition and diversity of gut microbiome in aging flies.And the alterations in the gut barrier,gut morphology,and other gut physiological indicators of aging flies were evaluated.Here,the results showed that ergothioneine induced little variations in gut microbiota composition in flies at mid-life,and significant alterations in the gut microbiota populations were only observed in flies at late-life.And ergothioneine attenuated age-related gut injuries,including decreasing reactive oxygen species levels in intestinal enterocytes,reduction of intestinal cells death,and preservation of gut integrity in aging flies.Ergothioneine also improved the gut morphology by preserving the structure and shape of cell organelles and inducing the intestinal autophagy.And activation of intestinal autophagy also contributed to the longevity effect mediated by ergothioneine in an unidentified mechanism. 展开更多
关键词 ERGOTHIONEINE Gut microbiota Intestinal autophagy Intestinal barrier Drosophila melanogaster
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To investigate the effects of butylphthalide on reducing neuronal apoptosis in rats with cerebral infarction by inhibiting the JNK/P38 MAPK signaling pathway
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作者 Yan Sun yuan zou +1 位作者 Qian Xue Xiao-Qin Wang 《Journal of Hainan Medical University》 2020年第8期7-11,共5页
Objective:To investigate the effects of butylphthalide on reducing neuronal apoptosis in rats with cerebral infarction by inhibiting the JNK/P38 MAPK signaling pathway.Methods:Forty-eight SD male rats were divided int... Objective:To investigate the effects of butylphthalide on reducing neuronal apoptosis in rats with cerebral infarction by inhibiting the JNK/P38 MAPK signaling pathway.Methods:Forty-eight SD male rats were divided into DZ group(control group),CI group(model group)and NBP group(butylphthalide group).Rats in CI group and NBP group were used to establish cerebral infarction models.NBP group used NBP.The solution(80 mg/(kg?d))was administered orally,and the remaining two groups were administered with the same volume of peanut oil.After 14 consecutive days of treatment,the Zea Longa score was used to evaluate the neurological function of DZ,CI and NBP rats.Scoring,TTC staining was used to observe the cerebral infarction volume of rats in DZ group,CI group and NBP group,HE staining was used to observe the pathological morphology of brain tissue in DZ group,CI group and NBP group.Neuronal apoptosis,Western blot was used to detect the expression of p-JNK and p-p38MAPK in brain tissues of DZ group,CI group and NBP group.Results:The neurological function of the rats in the CI group was higher than that in the DZ group,and the difference was statistically significant(P<0.05).The neurological function score of the rats in the NBP group was reduced compared with the CI group,and the difference was statistically significant(P<0.05).The cerebral infarction volume in the group was 35.56%higher than that in the DZ group,and the difference was statistically significant(P<0.05).The minor infarct volume in the NBP group was 21.59%,which was less than that in the CI group,and the difference was statistically significant(P<0.05).Nerve cells are neatly sorted,with a large number.The gap between blood vessels and interstitial tissue in the CI group is enlarged,the cells are severely contracted,and the neuron structure is incomplete.Compared with the CI group,the NBP group has reduced neuron contraction and increased number;The dead nerve cells were brown.The apoptosis rate of nerve cells in the CI group was 79.65%higher than that in the DZ group was 5.82%.The difference was statistically significant(P<0.05).The nerve cell apoptosis rate in the NBP group was 30.23%.Compared with CI group,the difference was statistically significant(P<0.05);Western blot results showed that p-JNK and p-p38MAPK protein expression in CI group was higher than that in DZ group,and the difference was statistically significant(P<0.05).The levels of p-JNK and p-p38MAPK proteins in the NBP group were lower than those in the CI group.There was statistically significant(P<0.05).Conclusion:Butylphthalide can improve neurological damage,reduce apoptotic nerve cells,and reduce infarct volume in rats with cerebral infarction,which is related to the inhibition of JNK/P38 MAPK pathway expression. 展开更多
关键词 Cerebral infarction BUTYLPHTHALIDE Nerve cells Infarct size JNK/P38 MAPK signaling pathway
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二元逻辑回归模型中的随机约束两参数极大似然估计
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作者 邹媛 陈景 李荣 《统计学与应用》 2020年第4期515-524,共10页
针对二元逻辑回归模型中的复共线性问题,同时考虑模型中待估参数存在先验信息的情况,提出了一类新估计即随机约束两参数极大似然估计。研究得到了新估计在均方误差矩阵准则下优于Liu极大似然估计,Liu-Type极大似然估计,两参数极大似然估... 针对二元逻辑回归模型中的复共线性问题,同时考虑模型中待估参数存在先验信息的情况,提出了一类新估计即随机约束两参数极大似然估计。研究得到了新估计在均方误差矩阵准则下优于Liu极大似然估计,Liu-Type极大似然估计,两参数极大似然估计,随机约束极大似然估计,随机约束Liu极大似然估计和随机约束Liu-Type极大似然估计的充要或充分条件。探讨并给出了新估计中偏参数的最优建议值。更进一步,基于偏参数的最优建议值,通过蒙特卡罗模拟方法,分析了新估计在均方误差意义下的优良性。 展开更多
关键词 二元逻辑回归模型 复共线性 随机约束两参数极大似然估计 均方误差矩阵 均方误差
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Emerging role of SETD2 in the development and function of immune cells
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作者 Longmin Chen yuan zou +3 位作者 Yan Dong Tian Hong Qianqian Xu Jing Zhang 《Genes & Diseases》 2025年第6期113-125,共13页
SET domain-containing 2(SETD2)is a methyltransferase that catalyzes trimethylation of lysine 36 on H3(H3K36me3)in mammals,an epigenetic mark associated with actively transcribed regions.SETD2 is implicated in multiple... SET domain-containing 2(SETD2)is a methyltransferase that catalyzes trimethylation of lysine 36 on H3(H3K36me3)in mammals,an epigenetic mark associated with actively transcribed regions.SETD2 is implicated in multiple chromatin biological processes,such as alternative splicing,transcriptional regulation,DNA damage repair,and maintenance of genomic integrity.Extensive studies have demonstrated that SETD2-inactivating mutations and resultant dysregulation of these functions may result in tumorigenesis.However,the role of SETD2 in the development and function of immune cells receives relatively limited attention.In this review,we seek to summarize current knowledge of the biological function and underlying mechanisms of SETD2 and highlight its important role in immune cell biology.By influencing the biological processes of immune cells,SETD2 participates in the pathogenesis of immune-related diseases,including infection,cancers,autoimmune diseases,and inflammatory diseases.Finally,we discuss challenges and prospects for targeting SETD2 in immune cells to provide guidance for treating those diseases in clinical practice. 展开更多
关键词 Chromatin biological processes Epidrug discovery H3K36me3 Immune cells SETD2
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应用型人才培养目标下健康服务与管理专业实验教学模式构建的思考 被引量:2
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作者 乌丽盼・波拉提 陈静 +3 位作者 邹媛 王增亮 王淑霞 杨晓萍 《中华健康管理学杂志》 CAS CSCD 2023年第2期154-156,共3页
随着《健康中国2030规划纲要》推进,全民健康已经成了目前发展的大势所趋。为响应《纲要》,教育部以高教40条为抓手,要求提高实验教学的比重,当前我国健康管理人才培养体系尚未完善,提高健康服务与管理专业学生实验能力成为高校培养环... 随着《健康中国2030规划纲要》推进,全民健康已经成了目前发展的大势所趋。为响应《纲要》,教育部以高教40条为抓手,要求提高实验教学的比重,当前我国健康管理人才培养体系尚未完善,提高健康服务与管理专业学生实验能力成为高校培养环节的重要任务。本文旨在了解我国健康管理人才培养及实践教学现状,作为新办专业各大高校专业人才培养还处于探索阶段。通过探索新疆健康服务与管理专业学生实验能力培养方案,为培养健康服务与管理的应用型管理人才,构建具有医学教育特色的实验教学模式提供依据。 展开更多
关键词 健康管理 实验教学 应用型人才
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Real‑Time Predictive Control of Path Following to Stabilize Autonomous Electric Vehicles Under Extreme Drive Conditions 被引量:6
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作者 Ningyuan Guo Xudong Zhang yuan zou 《Automotive Innovation》 EI CSCD 2022年第4期453-470,共18页
A novel real-time predictive control strategy is proposed for path following(PF)and vehicle stability of autonomous electric vehicles under extreme drive conditions.The investigated vehicle configuration is a distribu... A novel real-time predictive control strategy is proposed for path following(PF)and vehicle stability of autonomous electric vehicles under extreme drive conditions.The investigated vehicle configuration is a distributed drive electric vehicle,which allows to independently control the torques of each in-wheel motor(IWM)for superior stability,but bringing control com-plexities.The control-oriented model is established by the Magic Formula tire function and the single-track vehicle model.For PF and direct yaw moment control,the nonlinear model predictive control(NMPC)strategy is developed to minimize PF tracking error and stabilize vehicle,outputting front tires’lateral force and external yaw moment.To mitigate the calcu-lation burdens,the continuation/general minimal residual algorithm is proposed for real-time optimization in NMPC.The relaxation function method is adopted to handle the inequality constraints.To prevent vehicle instability and improve steering capacity,the lateral velocity differential of the vehicle is considered in phase plane analysis,and the novel stable bounds of lateral forces are developed and online applied in the proposed NMPC controller.Additionally,the Lyapunov-based constraint is proposed to guarantee the closed-loop stability for the PF issue,and sufficient conditions regarding recursive feasibility and closed-loop stability are provided analytically.The target lateral force is transformed as front steering angle command by the inversive tire model,and the external yaw moment and total traction torque are distributed as the torque commands of IWMs by optimization.The validations prove the effectiveness of the proposed strategy in improved steering capacity,desirable PF effects,vehicle stabilization,and real-time applicability. 展开更多
关键词 Closed-loop stability Extreme drive conditions Fast optimization Nonlinear model predictive control Path following Vehicle stability bounds
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Tea stain-inspired solar energy harvesting polyphenolic nanocoatings with tunable absorption spectra 被引量:4
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作者 Lu Yang yuan zou +6 位作者 Wei Xia Haotian Li Xinyu He Yi Zhou Xianhu Liu Chaoqun Zhang Yiwen Li 《Nano Research》 SCIE EI CAS CSCD 2021年第4期969-975,共7页
Discovery and development of new sustainable photothermal materials with tunable light absorption spectra play a key role in solar energy harvesting and conversion.One possible solution to this quest is to check natur... Discovery and development of new sustainable photothermal materials with tunable light absorption spectra play a key role in solar energy harvesting and conversion.One possible solution to this quest is to check nature as a source of matters or inspiration.Inspired by the formation of tea stains,a unique class of dark stain materials generated by the interfacial reaction between tea polyphenols and metal substance,we reported the facile preparation and screening of a series of photothermal nanocoating layers via the metal ion(i.e.C u(ll)>Fe(lll),Ni(ll),Zn(ll))promoted in situ polymerization of typical phenolic moieties of tea polyphenols(i.e.,catechol and pyrogallol).It was found that those resulting metal-polyphenolic nanocoatings showed various promising features,such as high blackness and strong adhesion,excellent and tunable light absorption properties,good hydrophilicity and long-term stability.We further fabricated the photothermal composite devices by/n s/'fty formation of meta卜polyphenolic nanocoatings on pristine silks for solar desalination,which demonstrated promising durable evaporation behaviors with excellent evaporation rates and steam generation efficiencies.We believe that this work could provide more opportunities towards new types of bio-inspired and sustainable photothermal nanomaterials for solar energy harvesting applications such as water desalination. 展开更多
关键词 metal-polyphenolic nanocoating polymerization light absorption PHOTOTHERMAL solar desalination
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Implication of epigenetic factors in the pathogenesis of type 1 diabetes 被引量:1
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作者 Jing Zhang Long-Min Chen +3 位作者 yuan zou Shu Zhang Fei Xiong Cong-Yi Wang 《Chinese Medical Journal》 SCIE CAS CSCD 2021年第9期1031-1042,共12页
Type 1 diabetes(T1D)is an autoimmune disease that resulted from the severe destruction of the insulin-producingβcells in the pancreases of individuals with a genetic predisposition.Genome-wide studies have identified... Type 1 diabetes(T1D)is an autoimmune disease that resulted from the severe destruction of the insulin-producingβcells in the pancreases of individuals with a genetic predisposition.Genome-wide studies have identified HLA and other risk genes associated with T1D susceptibility in humans.However,evidence obtained from the incomplete concordance of diabetes incidence among monozygotic twins suggests that environmental factors also play critical roles in T1D pathogenesis.Epigenetics is a rapidly growing field that serves as a bridge to link T1D risk genes and environmental exposures,thereby modulating the expression of critical genes relevant to T1D development beyond the changes of DNA sequences.Indeed,there is compelling evidence that epigenetic changes induced by environmental insults are implicated in T1D pathogenesis.Herein,we sought to summarize the recent progress in terms of epigenetic mechanisms in T1D initiation and progression,and discuss their potential as biomarkers and therapeutic targets in the T1D setting. 展开更多
关键词 EPIGENETICS Type 1 diabetes DNA methylation Histone modifications ncRNAs
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Forecasting the spatial and temporal charging demand of fully electrified urban private car transportation based on large-scale traffic simulation 被引量:3
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作者 Florian Straub Otto Maier +1 位作者 Dietmar Göohlich a yuan zou 《Green Energy and Intelligent Transportation》 2023年第1期48-66,共19页
To support power grid operators to detect and evaluate potential power grid congestions due to the electrification of urban private cars,accurate models are needed to determine the charging energy and power demand of ... To support power grid operators to detect and evaluate potential power grid congestions due to the electrification of urban private cars,accurate models are needed to determine the charging energy and power demand of battery electric vehicles(BEVs)with high spatial and temporal resolution.Typically,e-mobility traffic simulations are used for this purpose.In particular,activity-based mobility models are used because they individually model the activity and travel patterns of each person in the considered geographical area.In addition to inaccuracies in determining the spatial distribution of BEV charging demand,one main limitation of the activity-based models proposed in the literature is that they rely on data describing traffic flow in the considered area.However,these data are not available for most places in the world.Therefore,this paper proposes a novel approach to develop an activity-based model that overcomes the spatial limitations and does not require traffic flow data as an input parameter.Instead,a route assignment procedure assigns a destination to each BEV trip based on the evaluation of all possible destinations.The basis of this evaluation is the travel distance and speed between the origin of the trip and the destination,as well as the car-access attractiveness and the availability of parking spots at the destinations.The applicability of this model is demonstrated for the urban area of Berlin,Germany,and its 448 sub-districts.For each district in Berlin,both the required daily BEV charging energy demand and the power demand are determined.In addition,the load shifting potential is investigated for an exemplary district.The results show that peak power demand can be reduced by up to 31.7%in comparison to uncontrolled charging. 展开更多
关键词 Electric vehicle Activity-based simulation Transportation electrification Spatial temporal distribution of charging DEMAND Open data
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Application of efficient and sustainable freeze-dissolving technology in manufacturing of KHCO_(3)ultrafine particles
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作者 Jiaqi Luo Qifan Su +3 位作者 Qiushuo Yu Xinyue Zhai yuan zou Huaiyu Yang 《Green Chemical Engineering》 EI CSCD 2024年第2期266-272,共7页
The development of ultrafine particles provided a new way to solve problems in the fields of energy,environment,and medicine,and had become one of the most promising technologies.Therefore,the application of ultrafine... The development of ultrafine particles provided a new way to solve problems in the fields of energy,environment,and medicine,and had become one of the most promising technologies.Therefore,the application of ultrafine particles required the development of cleaner,greener,and more efficient preparation methods.The new freeze-dissolving technology has been applied in manufacturing of KHCO_(3)ultrafine particles,with an aqueous solution of 0.02-0.1 g KHCO_(3)/g water.Frozen ice particles were formed after dripping the solution into liquid nitrogen.The antisolvent ethanol was used to dissolve the ice spherical template at a temperature below 273.15 K,and the pre-formed KHCO_(3)ultrafine particles inside the ice template remained in the ethanol aqueous solution.The ice particles were put into the freeze dryer to isolate the ultrafine KHCO_(3)particles.Compared with the particles produced with traditional freeze-drying technology,the ultrafine powder/particles produced by the freeze-dissolving technology were smaller with narrower size distribution.The freeze-dissolving technology has demonstrated a much more sustainable and efficient manufacturing process than the traditional freeze-drying process.In addition,the influence of the concentrations of KHCO_(3)and the sizes of ice particles were investigated with the discussions of mechanisms. 展开更多
关键词 Freeze-dissolving FREEZE-DRYING Ultrafine particles SUSTAINABLE
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