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Distributed Matching Theory-Based Task Re-Allocating for Heterogeneous Multi-UAV Edge Computing
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作者 Yangang Wang Xianglin Wei +3 位作者 Hai Wang Yongyang Hu Kuang Zhao jianhua fan 《China Communications》 SCIE CSCD 2024年第1期260-278,共19页
Many efforts have been devoted to efficient task scheduling in Multi-Unmanned Aerial Vehicle(UAV)edge computing.However,the heterogeneity of UAV computation resource,and the task re-allocating between UAVs have not be... Many efforts have been devoted to efficient task scheduling in Multi-Unmanned Aerial Vehicle(UAV)edge computing.However,the heterogeneity of UAV computation resource,and the task re-allocating between UAVs have not been fully considered yet.Moreover,most existing works neglect the fact that a task can only be executed on the UAV equipped with its desired service function(SF).In this backdrop,this paper formulates the task scheduling problem as a multi-objective task scheduling problem,which aims at maximizing the task execution success ratio while minimizing the average weighted sum of all tasks’completion time and energy consumption.Optimizing three coupled goals in a realtime manner with the dynamic arrival of tasks hinders us from adopting existing methods,like machine learning-based solutions that require a long training time and tremendous pre-knowledge about the task arrival process,or heuristic-based ones that usually incur a long decision-making time.To tackle this problem in a distributed manner,we establish a matching theory framework,in which three conflicting goals are treated as the preferences of tasks,SFs and UAVs.Then,a Distributed Matching Theory-based Re-allocating(DiMaToRe)algorithm is put forward.We formally proved that a stable matching can be achieved by our proposal.Extensive simulation results show that Di Ma To Re algorithm outperforms benchmark algorithms under diverse parameter settings and has good robustness. 展开更多
关键词 edge computing HETEROGENEITY matching theory service function unmanned aerial vehicle
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Churn-Resilient Task Scheduling in a Tiered IoT Infrastructure 被引量:2
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作者 jianhua fan Xianglin Wei +2 位作者 Tongxiang Wang Tian Lan Suresh Subramaniam 《China Communications》 SCIE CSCD 2019年第8期162-175,共14页
Cloud-as-the-center computing paradigms face multiple challenges in the 5G and Internet of Things scenarios, where the service requests are usually initiated by the end-user devices located at network edge and have ri... Cloud-as-the-center computing paradigms face multiple challenges in the 5G and Internet of Things scenarios, where the service requests are usually initiated by the end-user devices located at network edge and have rigid time constraints. Therefore, Fog computing, or mobile edge computing, is introduced as a promising solution to the service provision in the tiered IoT infrastructure to compensate the shortage of traditional cloud-only architecture. In this cloud-to-things continuum, several cloudlet or mobile edge server entities are placed at the access network to handle the task offloading and processing problems at the network edge. This raises the resource scheduling problem in this tiered system, which is vital for the promotion of the system efficiency. Therefore, in this paper, a scheduling mechanism for the cloudlets or fog nodes are presented, which takes the mobile tasks’ deadline and resources requirements at the same time while promoting the overall profit of the system. First, the problem at the cloudlet, to which IoT devices offload their tasks, is formulated as a multi-dimensional 0-1 knapsack problem. Second, based on ant colony optimization, a scheduling algorithm is presented which treat this problem as a subset selection problem. Third, to promote the performance of the system in the dynamic environments,a churn-refined algorithm is further put forward. A series of simulation experiments have shown that out proposal outperforms many state-of-the-art algorithms in both profit and guarantee ratio. 展开更多
关键词 FOG computing task scheduling DEADLINE constrained internet of THINGS ant COLONY optimization
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A Visualization Study of Hot Spots of Research on Siraitiae Fructus over a Decade Based on Co-clustering Analysis
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作者 jianhua fan Min LIANG Buming LIU 《Medicinal Plant》 CAS 2018年第1期1-5,15,共6页
[Objectives] To use co-clustering analysis and visualization method to analyze the research on Siraitiae Fructus in recent ten years,to know the hot spots and trend of research. [Methods] Relevant research results abo... [Objectives] To use co-clustering analysis and visualization method to analyze the research on Siraitiae Fructus in recent ten years,to know the hot spots and trend of research. [Methods] Relevant research results about S. Fructus in CNKI from January of 2007 to December of 2016 were retrieved by computers,and the retrieval time was February 20,2017. BICOMB,Net Draw,g CLUTO and SPSS19. 0 software were used to conduct co-clustering analysis and visualization analysis for included articles. Keywords were analyzed,and social network graph,visualization matrix,peak image and multidimensional scaling analysis map were drawn. Correlation among high-frequency key words were analyzed. [Results] Totally 723 articles were included,among which 70 articles were issued during 2012-2016; 76 key words were obtained by key word co-occurrence network map,among which mogroside,MOG,extraction process,tissue culture,cultivation technology,varieties,growth and development were in the core position; visualization and the peak image showed that the topics in this research field could be divided into 6 categories; research hotspot dynamic evolution showed that S. Fructus flower,beverage,total flavonoids,gene expression,gene cloning,enzyme,apoptosis,and S. Fructus seed oil would be the hot spots of further study. [Conclusions]This study reveals that the research on S. Fructus in the recent ten years is becoming mature,and expanding to deep level. This study can be promoted to discipline development evaluation of TCM research field. 展开更多
关键词 Siraitiae Fructus Co-clustering analysis VISUALIZATION BICOMB gCLUTO UCINET SPSS Data mining
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Comparison of Clinical Value between Right Distal Radial Artery Access and Right Radial Artery Access in Patients Undergoing Coronary Angiography or Percutaneous Coronary Intervention
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作者 Wen Pan Haixiang Xu +1 位作者 Qingjun Liu jianhua fan 《Cardiovascular Innovations and Applications》 2020年第4期103-107,共5页
Objective:To compare the feasibility and safety between right distal radial artery access and right radial artery access in patients undergoing coronary angiography(CAG)or percutaneous coronary intervention(PCI).Metho... Objective:To compare the feasibility and safety between right distal radial artery access and right radial artery access in patients undergoing coronary angiography(CAG)or percutaneous coronary intervention(PCI).Methods:On the basis of arterial access,113 patients who underwent CAG or PCI in Kunshan Hospital of Traditional Chinese Medicine between January and October 2018 were divided into two groups:a right distal radial artery group(52 patients)and a right radial artery group(61 patients).We collected general information,the number of puncture attempts,access times,postoperative compression time,and complications.Results:The general characteristics,rate of successful radial artery puncture,and rate of successful catheter placement in the two groups were not different.The right radial artery group had fewer puncture attempts(1.26±0.44 times vs.2.19±0.53 times,P=0.001)and a shorter access time(3.23±0.86 min vs.4.77±1.49 min,P=0.001)than the right distal radial artery group.However,the postoperative compression time in the right distal radial artery group was shorter(3.44±0.9 h vs.7.16±1.21 h,P=0.001).Two cases of bleeding,four cases of hematoma,and one case of artery occlusion in the right radial artery group and one case of hematoma in the right distal artery group occurred before discharge.The rate of total complications in the right distal radial artery group was lower than in the right radial artery group(1.93%vs.11.48%,P=0.048).Conclusion:CAG or PCI through the right distal radial artery is feasible and safe. 展开更多
关键词 distal radial artery access radial artery access coronary angiography percutaneous coronary intervention
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Request pattern change-based cache pollution attack detection and defense in edge computing
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作者 Junwei Wang Xianglin Wei +3 位作者 jianhua fan Qiang Duan Jianwei Liu Yangang Wang 《Digital Communications and Networks》 SCIE CSCD 2023年第5期1212-1220,共9页
Through caching popular contents at the network edge,wireless edge caching can greatly reduce both the content request latency at mobile devices and the traffic burden at the core network.However,popularity-based cach... Through caching popular contents at the network edge,wireless edge caching can greatly reduce both the content request latency at mobile devices and the traffic burden at the core network.However,popularity-based caching strategies are vulnerable to Cache Pollution Attacks(CPAs)due to the weak security protection at both edge nodes and mobile devices.In CPAs,through initiating a large number of requests for unpopular contents,malicious users can pollute the edge caching space and degrade the caching efficiency.This paper firstly integrates the dynamic nature of content request and mobile devices into the edge caching framework,and introduces an eavesdroppingbased CPA strategy.Then,an edge caching mechanism,which contains a Request Pattern Change-based Cache Pollution Detection(RPC2PD)algorithm and an Attack-aware Cache Defense(ACD)algorithm,is proposed to defend against CPAs.Simulation results show that the proposed mechanism could effectively suppress the effects of CPAs on the caching performance and improve the cache hit ratio. 展开更多
关键词 Mobile edge computing Cache pollution attack Flash crowd
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A Case of Premature Ventricular Complexes from the Proximal Left Bundle Branch Successfully Ablated from the Right Coronary Cusp
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作者 Qiong Wu Jianfeng Qian +1 位作者 Qingjun Liu jianhua fan 《Cardiovascular Innovations and Applications》 2022年第2期241-243,共3页
Background:Premature ventricular complexes(PVCs)from the proximal left bundle branch(LBB)can be ablated in the left ventricular outflow tract but can easily damage normal conduction bundles.Here,we report a case of suc... Background:Premature ventricular complexes(PVCs)from the proximal left bundle branch(LBB)can be ablated in the left ventricular outflow tract but can easily damage normal conduction bundles.Here,we report a case of successful ablation of PVCs from the proximal LBB within the right coronary cusp(RCC).Case presentation:Our patient was a 70-year-old woman with PVCs from the proximal LBB that were successfully ablated via the RCC through radiofrequency catheter ablation with a 3D mapping system;she had a complication of incomplete right bundle branch block(RBBB)and remained asymptomatic during follow-up.Conclusion:The RCC provides an alternative approach for ablating PVCs originating from the proximal LBB,ow-ing to the close relationship between the RCC and proximal LBB. 展开更多
关键词 premature ventricular complexes right coronary cusp proximal left bundle branch
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Geological environment conflicts of Kunming Basin and its urban sustainable development
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作者 jianhua fan Bingfei SHI 《Global Geology》 2006年第2期217-219,共3页
Kunming Basin locates middle of Yunnan altiplano and has a particularity in geography,topographic and geological environment.With the urban dilation quickly,add the reason of the unreasonable city layout,conflicts bet... Kunming Basin locates middle of Yunnan altiplano and has a particularity in geography,topographic and geological environment.With the urban dilation quickly,add the reason of the unreasonable city layout,conflicts between environment and urban resources consumption become shrill increasingly.It is human being activities that lead to vulnerability and depravation of geological environment in local.Take a few examples on geological environment to expatiate relationship between urban construction and geological environment carrying capacity,and find a way how to make a better plan for urban sustainable development to achieve new balance between man and nature in local. 展开更多
关键词 Kunming Basin geological environment VULNERABILITY urban sustainable development
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产前超声和MRI诊断胎儿硬脑膜窦畸形的联合应用
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作者 谢峰 伍玉晗 +5 位作者 赵胜 杨小红 王玉波 石珍 范建华 章敏 《中华医学超声杂志(电子版)》 CSCD 北大核心 2024年第3期275-280,共6页
目的探讨产前超声及MRI在诊断胎儿硬脑膜窦畸形(DSM)中的临床应用价值。方法对2014年9月至2022年5月在湖北省妇幼保健院经产前超声及MRI诊断的8例DSM胎儿影像学资料进行回顾性分析,分析产前超声、MRI诊断DSM的特征性表现并追踪随访临床... 目的探讨产前超声及MRI在诊断胎儿硬脑膜窦畸形(DSM)中的临床应用价值。方法对2014年9月至2022年5月在湖北省妇幼保健院经产前超声及MRI诊断的8例DSM胎儿影像学资料进行回顾性分析,分析产前超声、MRI诊断DSM的特征性表现并追踪随访临床结局。结果(1)DSM累及部位:累及窦汇区7例,未累及窦汇区1例(累及右侧横窦、乙状窦)。(2)静脉窦血栓位置:窦汇区7例,右侧横窦、乙状窦1例。(3)合并颅内异常:小脑延髓池增宽2例,侧脑室增宽2例,左额叶白质水肿、左额叶出血及蛛网膜下腔血肿1例。(4)合并颅外及全身异常:无。(5)8例中7例引产(2例尸检证实为DSM合并静脉窦血栓,1例行穿颅术后颅脑结构破坏,4例未尸检),1例出生(电话追踪至孩子7个月,无明显神经后遗症)。结论产前超声可作为筛查胎儿DSM的首选方法;MRI可作为确诊的主要方式,产前超声与MRI联合应用可准确、全面评估胎儿DSM,有助于产前临床决策和胎儿预后评估。 展开更多
关键词 超声 产前 胎儿 磁共振成像 硬脑膜窦畸形
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Photo-controllable antifouling hydrogels embedded with AgNPs coated spiropyran functionalized mesoporous silica for long-term antibacterial activity
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作者 Wei Su Fei Wang +5 位作者 Bing Chen Ruoke Li Jindian Liu Junjie Xu jianhua fan Yueling Liu 《Nano Research》 SCIE EI CSCD 2024年第9期8337-8349,共13页
Silver nanoparticles(AgNPs)are widely used in antimicrobial applications.However,its easy aggregation and rapid loss hinder the effective antifouling.To address this issue,a novel stimuli-responsive antibacterial nano... Silver nanoparticles(AgNPs)are widely used in antimicrobial applications.However,its easy aggregation and rapid loss hinder the effective antifouling.To address this issue,a novel stimuli-responsive antibacterial nanocomposite(Ag@SP-MSN)was developed based on spiropyran covalently conjugated mesoporous silica nanoparticles(284.6 nm)and AgNPs(27.1 nm)via strong electrostatic attraction.Both transmission electron microscopy(TEM)and atomic force microscopy(AFM)images proved the successful modification of AgNPs onto SP-MSN.The light-induced maximum loading amount towards AgNPs was calculated to be 95.0 wt.%after ultraviolet irradiation,while the amount of AgNPs released from Ag@SP-MSN was 94.4 wt.%under visible light in the aid of ammonia(0.1%,v/v).Upon cycled light irradiation,Ag@SP-MSN could recover 84.5 wt.%of AgNPs even after four cycles.The proposed Ag@SP-MSN exhibited better antibacterial activity against both E.coli and S.aureus than Ag@MSN under visible light illumination,indicating the efficient photo-responsive isomerization of spiropyran.Furthermore,the Ag@SP-MSN embedded gel demonstrated outstanding antifouling ability even after 21 days when compared to AgNPs gel.The long-term photo-controllable antifouling property proved the excellent reversible absorption and release of Ag@SP-MSN towards AgNPs.This work provides new insights into the safe utilization of nanomaterials,offering promising advancements to meet clinical antibacterial requirements. 展开更多
关键词 light-responsive silver nanoparticles SPIROPYRAN mesoporous silica nanoparticles antibacterial activity
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国际基因工程机器大赛对本科生综合能力培养模式的探索 被引量:4
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作者 王启要 李鹏飞 +7 位作者 高淑红 李友元 吴辉 谭高翼 范建华 周勉 张立新 庄英萍 《生物工程学报》 CAS CSCD 北大核心 2021年第4期1457-1463,共7页
华东理工大学生物工程学院从高水平专业比赛出发,以学生的兴趣为切入点,依托强大的科研和教学基地,构建具有"生物创客"精神的人才培养体系和创新实践能力培养体系。充分发挥学生主观能动性,提升了生物工程类相关专业本科生的... 华东理工大学生物工程学院从高水平专业比赛出发,以学生的兴趣为切入点,依托强大的科研和教学基地,构建具有"生物创客"精神的人才培养体系和创新实践能力培养体系。充分发挥学生主观能动性,提升了生物工程类相关专业本科生的科研素养和综合能力。对传统的高校教育模式进行了有效探索,满足了生命科学飞速发展时期对创新型人才的迫切需求。 展开更多
关键词 国际基因工程机器比赛 生物创客 创新能力培养体系 合成生物学
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产钳助产术后女性盆底机能的三维超声评估
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作者 高艳多 朱霞 +3 位作者 范建华 戢秀勤 赵胜 谢磊 《中华医学超声杂志(电子版)》 CSCD 北大核心 2022年第12期1361-1365,共5页
目的应用盆底三维超声评估产钳助产术后女性的盆底机能。方法选取2019年4月至2019年12月在湖北省妇幼保健院行产后42~60 d常规检查的女性150例(分娩组),其中产钳助产分娩组75例,自然阴道分娩组75例;同期于湖北省妇幼保健院选取无分娩史... 目的应用盆底三维超声评估产钳助产术后女性的盆底机能。方法选取2019年4月至2019年12月在湖北省妇幼保健院行产后42~60 d常规检查的女性150例(分娩组),其中产钳助产分娩组75例,自然阴道分娩组75例;同期于湖北省妇幼保健院选取无分娩史的女性100例为对照组。纳入对象均进行经会阴盆底三维超声检查。静息状态下测量膀胱颈的位置、膀胱后角、尿道倾斜角、肛提肌裂孔面积;最大Valsalva动作时测量膀胱颈移动度、尿道旋转角、膀胱最低点(膀胱颈或膀胱后壁)位置、尿道内口有无漏斗化、膀胱后角、肛提肌裂孔面积。采用独立样本t检验、方差分析、χ^(2)检验对比分析静息状态及最大Valsalva动作时组间各测量指标的差异。结果静息状态下,膀胱颈到参考线的距离,对照组、自然阴道分娩组、产钳助产分娩组依次减小,肛提肌裂孔面积,对照组、自然阴道分娩组、产钳助产分娩组依次增大,两两比较差异均有统计学意义(P均<0.05)。最大Valsalva动作时,膀胱颈移动度、尿道旋转角及肛提肌裂孔面积,产钳助产分娩组、自然阴道分娩组、对照组均依次减小,两两比较差异均有统计学意义(P均<0.05)。结论产钳助产可能导致女性盆底机能受损,盆底三维超声可评估盆底结构及功能的改变,从而为临床提供诊断和治疗依据。 展开更多
关键词 三维超声 产钳 盆底功能障碍性疾病 自然分娩
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Influence of geometry on the thermal performance of water pit seasonal heat storages for solar district heating 被引量:3
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作者 Yakai Bai Ming Yang +4 位作者 jianhua fan Xiaoxia Li Longfei Chen Guofeng Yuan Zhifeng Wang 《Building Simulation》 SCIE EI CSCD 2021年第3期579-599,共21页
The aim of the study is to investigate the influence of geometry on the thermal capacity and stratifications of a water pit heat storage for solar district heating.A TRNSYS component model for a truncated cone water p... The aim of the study is to investigate the influence of geometry on the thermal capacity and stratifications of a water pit heat storage for solar district heating.A TRNSYS component model for a truncated cone water pit was developed based on the coordinate transformation method and validated by experimental results from the water pit heat storage in Huangdicheng in 2018.The thermal performance of 26 water pits with different heights and side wall slopes was calculated for 10 consecutive years.It takes four to six years for the water pit to reach steady-state operation.The operation data from the tenth year was selected to evaluate the thermal performance of each configuration.The results show that because of the thermal insulation on top of the water pit,the height to diameter ratio of a water pit with minimum annual heat loss was always smaller than 1.0.The annual storage efficiency of a water pit increases with side wall slope due to the reduced side wall area.There is an almost linear increase in the thermal stratification number of a water pit with height.With an increase in the height,thermal stratification in water pits with a steeper slope increased more gradually than water pits with a lower slope.The findings in this paper are relevant for the design optimization of water pits as seasonal thermal energy storages. 展开更多
关键词 water pit seasonal heat storage truncated cone storage capacity thermal stratification coordinate transformation
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Comprehensive energy, economic, environmental assessment of a building integrated photovoltaic-thermoelectric system with battery storage for net zero energy building 被引量:2
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作者 Yongqiang Luo Nan Cheng +4 位作者 Shicong Zhang Zhiyong Tian Guozhi Xu Xinyan Yang jianhua fan 《Building Simulation》 SCIE EI CSCD 2022年第11期1923-1941,共19页
To realize the goal of net zero energy building(NZEB),the integration of renewable energy and novel design of buildings is needed.The paths of energy demand reduction and additional energy supply with renewables are s... To realize the goal of net zero energy building(NZEB),the integration of renewable energy and novel design of buildings is needed.The paths of energy demand reduction and additional energy supply with renewables are separated.In this study,those two are merged into one integration.The concept is based on the combination of photovoltaic,thermoelectric modules,energy storage and control algorithms.Five types of building envelope systems,namely PV+TE(S1),Grid+TE(S2),PV+Grid+TE(S3),PV+Battery+TE(S4)and PV+Grid+Battery+TE(S5)are studied,from aspects of energy,economic and environmental(E3)performance.The new envelope systems can achieve thermal load reduction while providing additional cooling/heating supply,which can promote advance of NZEBs.It is found that there is a typical optimum setting of thermal energy load for each one of them with minimum annual power consumption.Except for the S1 system,the rest can realize negative accumulated power consumption in a year-round operation,which means the thermal load of building envelope could be zero.The uniform annual cost for S1 to S5 under interest rate of 0.04 are 19.78,14.77,23.83,60.53,64.94$/m2,respectively.The S5 system has the highest environmental effect with 3.04 t/m2 reduction of CO_(2) over 30 years of operation. 展开更多
关键词 net zero energy building PHOTOVOLTAIC thermoelectric cooling building envelope energetic-economic-environmental analysis
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Reprogramming the metabolism of Synechocystis PCC 6803 by regulating the plastoquinone biosynthesis 被引量:1
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作者 jianhua fan Dongqing Zhou +2 位作者 Cheng Chen Ju Wu Hui Wu 《Synthetic and Systems Biotechnology》 SCIE 2021年第4期351-359,共9页
Cyanobacteria can utilize CO2 or even N2 to produce a variety of high value-added products efficiently.Plastoquinone(PQ)is an important electron carrier in both of the photosynthetic and respiratory electron transport... Cyanobacteria can utilize CO2 or even N2 to produce a variety of high value-added products efficiently.Plastoquinone(PQ)is an important electron carrier in both of the photosynthetic and respiratory electron transport chain.Although the content of PQ,as well as their redox state,have an important effect on physiology and metabolism,there are relatively few studies on the synthesis of PQ and its related metabolic regulation mechanism in photosynthetic microorganisms.In this study,the strategies of overexpression of Geranyl diphosphate:4-hydroxybenzoate geranyltransferase(lepgt)and addition of 4-hydroxybenzoate(4-HB)as the quinone ring precursor were adopted to regulate the biosynthesis of PQ in Synechocystis PCC 6803.Combined with the analysis the photosystem activity,respiration rate and metabolic components,we found the changes of intracellular PQ reprogrammed the metabolism of Synechocystis PCC 6803.The results showed that the overexpression of lepgt reduced PQ content dramatically,by 22.18%.Interestingly,both of the photosynthesis and respiration rate were enhanced.In addition,the intracellular lipid and protein contents were significantly increased.Whereas,the addition of low concentrations of 4-HB enhanced the biosynthesis of PQ,and the intracellular PQ contents were increased by 14.76%-70.86%in different conditions.Addition of 4-HB can regulate the photosystem efficiency and respiration and reprogram the metabolism of Synechocystis PCC 6803 efficiently.In a word,regulating the PQ biosynthesis provided a novel idea for promoting the reprogramming the physiology and metabolism of Synechocystis. 展开更多
关键词 CYANOBACTERIA PLASTOQUINONE LePGT 4-HB Metabolic rewiring
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Thermal performance and evaluation of a novel stratified and mixed flexible transformation solar heat storage unit
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作者 Dengjia Wang Hui Liu +4 位作者 Yingying Wang Kaili Liu Yanfeng Liu Meng Gao jianhua fan 《Building Simulation》 SCIE EI CSCD 2023年第10期1881-1895,共15页
It is necessary to satisfy the flexible requirements of solar heat storage systems to provide efficient heating and constant-temperature domestic hot water at different periods.A novel heat storage tank with both stra... It is necessary to satisfy the flexible requirements of solar heat storage systems to provide efficient heating and constant-temperature domestic hot water at different periods.A novel heat storage tank with both stratified and mixing functions is proposed,which can realize the integration of stable stratification and rapid mixing modes.In this research,a three-dimensional heat transfer model of the heat storage tank with stratified and mixed dual modes was established,and a thermal performance test system for the tank was built in the State Key Laboratory of Green Building in Western China.Moreover,a new evaluation index representing the mixing speed is proposed.The stratification effect and mixing characteristics of the tank were studied under different comprehensive conditions.The results show that the exergy efficiency of the tank with a stratified pipe can be increased by 10%–15%compared to that of a conventional tank.Additionally,the recommended optimal flow rate range for well-stratified tanks is 4–6 L/min.The mixing nozzle of the tank reduces the mixing reaction coefficient by 0.27 and significantly reduces the mixing time.This study provides critical guidance to meet the flexible thermal needs of users and implement high-performance applications using the stratified and mixing modes of heat storage tanks. 展开更多
关键词 heat storage tank temperature stratification mixed temperature numerical simulation evaluation index
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