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Molecular dynamics study of water molecules nucleation for fine particle removal:Effects of wettability and aggregation modes and comparison with experiment Author links open overlay panel

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Particuology 2024年第8期91卷 106-117页

作者： Junchao Xu zhipeng Zhang Li Lv Yunfei Zhang Yiming Xie Huaqiang Chu School of Energy and Environment Anhui University of TechnologyMaanshan243002China College of Mechanical and Electrical Engineering China Jiliang UniversityHangzhou310018China

Water vapor nucleation on particle's surface plays an important role in dust removal,cloud formation,and particle ***,the selectivity of nucleation sites and the nucleation characteristic of water molecule on the particle's surface are still unclear,especially for the aggregated *** this paper,the effects of particle wettability and aggregation modes on the selectivity of nucleation sites and the nucleation characteristics were investigated using molecular dynamics *** results were compared with our earlier experimental *** illustrates how the contact angle of clusters,the growth velocity,and the growth duration are all influenced by the interaction coefficient between water and ***,the nucleation sites of water molecules on the particle aggregation surface exhibit a definite *** primary indicator of this selectivity is the preferential nucleation of water molecules at the interfaces of linear chain aggregation particles,at the inner side of non-linear chain aggregation particles,and at the centers of ring *** results are in good agreement with our previous experimental *** significantly,additional research has revealed that subcritical-size clusters typically aggregate on two-particle surfaces spacing when the spacing smaller than the critical cluster size.

关键词： Heterogeneous nucleation Water molecule Wettability Aggregation modes Molecule dynamics

Learning-based user association and dynamic resource allocation in multi-connectivity enabled unmanned aerial vehicle networks

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Digital Communications and Networks 2024年第1期10卷 53-62页

作者： zhipeng Cheng Minghui Liwang Ning Chen Lianfen Huang Nadra Guizani Xiaojiang Du Department of Information and Communication Engineering Xiamen UniversityXiamen361005China School of Electrical and Computer Engineering University of Texas at ArlingtonArlingtonTX76019USA Department of Electrical and Computer Engineering Stevens Institute of TechnologyHobokenNJ07030USA

Unmanned Aerial Vehicles(UAvs)as aerial base stations to provide communication services for ground users is a flexible and cost-effective paradigm in ***,dynamic resource allocation and multi-connectivity can be adopted to further harness the potentials of UAVs in improving communication capacity,in such situations such that the interference among users becomes a pivotal disincentive requiring effective *** this end,we investigate the Joint UAV-User Association,Channel Allocation,and transmission Power Control(J-UACAPC)problem in a multi-connectivity-enabled UAV network with constrained backhaul links,where each UAV can determine the reusable channels and transmission power to serve the selected ground *** goal was to mitigate co-channel interference while maximizing long-term system *** problem was modeled as a cooperative stochastic game with hybrid discrete-continuous action space.A Multi-Agent Hybrid Deep Reinforcement Learning(MAHDRL)algorithm was proposed to address this *** simulation results demonstrated the effectiveness of the proposed algorithm and showed that it has a higher system utility than the baseline methods.

关键词： UAV-user association Multi-connectivity Resource allocation Power control Multi-agent deep reinforcement learning

Quantum multicast based on joint remote state preparation

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Communications in Theoretical Physics 2024年第10期76卷 41-56页

作者： Zhihua Zhang Beining Shen Hanchen Zhang zhipeng Qiu Interdisciplinary Center for Fundamental and Frontier Sciences Nanjing University of Science and TechnologyJiangyin Campus School of Cyber Science and Engineering Nanjing University of Science and TechnologyJiangyin Campus School of Mathematics and Statistics Nanjing University of Science and Technology

Effective propagation of information among multiple users is the purpose of realizing large-scale quantum communication networks. In this paper, multicast protocols for any single, two and three qubits with real amplitude and complex phase information are presented. They were realized using a composite of Greenberger–Horne–Zeilinger states as shared channels. Joint remote state preparation was the main method for completing quantum multicast. At the same time, quantum state tomography of the schemes was carried out on the IBM Quantum *** obtained states were compared with the target states by fidelity. The analysis of communication efficiency and noise effects shows that our protocol has advantages in the case of complex coefficients.

关键词： Greenberger-Horne-Zeilinger state joint remote state preparation quantum multicast quantum state tomography

MnO-pillared graphene blocks enabling the ultrastable and ultrafast aqueous zinc ion batteries

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Science China Chemistry 2024年第9期67卷 2930-2940页

作者： Zheng Liu zhipeng Qiu Zhiyuan Li Tong Wei Zhuangjun Fan Huan Pang School of Chemistry and Chemical Engineering Yangzhou UniversityYangzhou 225002China School of Materials Science and Engineering China University of PetroleumQingdao 266580China

Due to the low cost,high theoretical capacity,and environmental friendliness,manganese-based cathodes are regarded as promising alternatives for aqueous zinc ion batteries(AZIBs).However,the practicality of the zinc-manganese system is faced with great challenges,such as the inevitable structural collapse of the cathode and controversial energy storage ***,we propose a novel concept of spatial deposition mechanism through the addition of MnSO_(4) additives in the Mn O-pillared graphene blocks(G-MnO).The covalent interface between MnO nanoparticles and multilayered graphene nanosheets can construct an in-built micro-electric field,which is beneficial for consecutive electron transfer(in both horizontal and vertical directions).On this basis,the surficial activity of MnO confined in the interlayered nano-space is greatly enhanced and provides enough spatial deposition and subsequent reaction site for MnSO_(4) additives,thus firstly extending the surficial controlled process to stereoscopic space,effectively improving the electrochemical performance of ***,the assembled Zn//G-Mn O battery exhibits an excellent rate capability of 281.5 mAhg^(-1)at 0.1 A g^(-1)and 106 mAhg^(-1)at 20 Ag^(-1),and impressive cycling stability(93 mAhg^(-1)remaining after 5,000 cycles).This finding may provide a new opportunity for the rational design of surficial controlled energy storage and conversion devices.

关键词： zinc-ion battery manganese monoxide laminated constructure ultrahigh rate performance graphene

新型马氏体耐热钢G115焊接及焊后热处理工艺研究

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金属加工（热加工） 2024年第1期 60-64页

作者：王登第毛春生李平苗慧霞柴茂海刘磊王能淼黄振涛杨志鹏王伟中国电建集团山东电力建设第一工程有限公司山东济南250100

随着我国超超临界燃煤机组技术的不断提高,机组参数越来越高,目前630℃参数超超临界机组已基本成熟,G115耐热钢成为当前我国630℃超超临界机组主蒸汽管道的唯一候选材料,将应用于超(超)临界锅炉的集箱、蒸汽管道、受热面管子等部件,其... 详细信息

随着我国超超临界燃煤机组技术的不断提高,机组参数越来越高,目前630℃参数超超临界机组已基本成熟,G115耐热钢成为当前我国630℃超超临界机组主蒸汽管道的唯一候选材料,将应用于超(超)临界锅炉的集箱、蒸汽管道、受热面管子等部件,其现场焊接及热处理工艺仍处于探索研究阶段。通过对国产新型马氏体耐热钢G115(以下简称G115钢)进行焊接及热处理工艺研究,系统分析了G115钢与现有其他同类型钢种性能,掌握了G115钢的焊接性能。结合已掌握的高合金大径厚壁管道焊接关键技术,制定了可行的焊接及热处理工艺。经检测,性能满足要求,为G115钢的推广应用提供了技术储备。

关键词：马氏体耐热钢G115 焊接焊后热处理工艺

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基于迁移学习的燃气轮机机理建模方法研究

工程热物理学报 2023年第6期44卷 1500-1510页

作者：李俊昆杨志鹏白涛上海发电设备成套设计研究院有限责任公司上海201100 中国联合重型燃气轮机技术有限公司北京100000

燃气轮机仿真模型是燃气轮机控制策略研究与验证的重要工具,对燃气轮机控制系统国产化研制与替代具有重要作用。本文针对某型燃气轮机特性提出了一种基于迁移学习的燃气轮机机理建模方法,制定了燃气轮机部件特性线迁移变换策略,建立了... 详细信息

燃气轮机仿真模型是燃气轮机控制策略研究与验证的重要工具,对燃气轮机控制系统国产化研制与替代具有重要作用。本文针对某型燃气轮机特性提出了一种基于迁移学习的燃气轮机机理建模方法,制定了燃气轮机部件特性线迁移变换策略,建立了燃气轮机部件特性迁移学习模型,并采用优化算法求解获得了迁移系数矩阵,最后利用迁移系数矩阵建立了燃气轮机动态仿真模型。以某9F燃气轮机现场运行数据进行了迁移学习模型训练和验证,并进行了燃气轮机动态模型仿真测试,结果表明,利用已知燃气轮机部件特性和极少量目标燃气轮机运行数据,即可建立较高精度的目标燃气轮机动态仿真模型,模型关键参数平均相对误差在1.6%以下,可以用于控制策略研究与验证。

关键词：燃气轮机部件特性机理建模迁移学习

Numerical simulation for the initial state of avalanche in polydisperse particle systems

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Chinese Physics B 2024年第2期33卷 405-412页

作者：韩韧李亭迟志鹏杨晖李然 School of Optical-Electrical and Computer Engineering University of Shanghai for Science and TechnologyShanghai 200093China

Numerical simulation is employed to investigate the initial state of avalanche in polydisperse particle *** and propagation processes are illustrated for pentadisperse and triadisperse particle systems,*** these processes,particles involved in the avalanche grow slowly in the early stage and explosively in the later stage,which is clearly different from the continuous and steady growth trend in the monodisperse *** examining the avalanche propagation,the number growth of particles involved in the avalanche and the slope of the number growth,the initial state can be divided into three stages:T1(nucleation stage),T2(propagation stage),T3(overall avalanche stage).We focus on the characteristics of the avalanche in the T2 stage,and find that propagation distances increase almost linearly in both axial and radial directions in polydisperse *** also consider the distribution characteristics of the average coordination number and average velocity for the moving *** results support that the polydisperse particle systems are more stable in the T2 stage.

关键词： avalanche initial state polydisperse particle systems propagation

Steric hindrance shielding viologen against alkali attack in realizing ultrastable aqueous flow batteries

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Journal of Energy Chemistry 2024年第10期97卷 529-534页

作者： Liwen Wang Kai Wan Xianzhi Yuan zhipeng Xiang Zhiyong Fu Zhenxing Liang Guangdong Provincial Key Laboratory of Fuel Cell Technology School of Chemistry and Chemical Engineering South China University of Technology State Key Laboratory of Pulp and Paper Engineering South China University of Technology Guangdong Provincial Laboratory of Chemistry and Fine Chemical Engineering Jieyang Center

Viologens known as a kind of promising negolyte materials for aqueous organic redox flow batteries,face a critical stability challenge due to the SN2 nucleophilic attack by hydroxide ions（OH-） during the battery *** this work,a N-cyclic quaternary ammonium-grafted viologen molecule,viz.1,1'-bis（4,4'-dime thylpiperidiniumyl）-4,4'-bipyridinium tetrachloride(（DBPPy）Cl4),is developed by the molecular engineering *** obtained（DBPPy）Cl4molecule shows a decent solubility of 1.84 M and a redox potential of-0.52 V ***/AgCl,Experimental and theoretical results reveal that the grafted N-cyclic quaternary ammonium groups act as the steric hindrance to prevent nucleophilic attack by OH-,increasing the alkali resistance of the electroactive *** symmetrical battery with 0.50 M（DBPPy）Cl4shows negligible decay during the 13-day cycling *** demonstration,the flow battery utilizing 1.0 M（DBPPy）Cl4as the negolyte and 1-（1-oxyl-2,2',6,6'-tetramethylpiperidin-4-yl）-1'-(3-（trimethylammonio）propyl)-4,4'-bipyridinium trichloride as the posolyte exhibits a high capacity retention rate of 99.99% per cycle at 60 mA cm-2.

关键词： Alkali resistance Aqueous organic flow batteries Stability Steric hindrance Viologen

CrossFormer Embedding DeepLabv3+ for Remote Sensing Images Semantic Segmentation

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Computers, Materials & Continua 2024年第4期79卷 1353-1375页

作者： Qixiang Tong zhipeng Zhu Min Zhang Kerui Cao Haihua Xing School of Information Science and Technology Hainan Normal UniversityHaikou571158China

High-resolution remote sensing image segmentation is a challenging task. In urban remote sensing, the presenceof occlusions and shadows often results in blurred or invisible object boundaries, thereby increasing the difficultyof segmentation. In this paper, an improved network with a cross-region self-attention mechanism for multi-scalefeatures based onDeepLabv3+is designed to address the difficulties of small object segmentation and blurred targetedge segmentation. First,we use CrossFormer as the backbone feature extraction network to achieve the interactionbetween large- and small-scale features, and establish self-attention associations between features at both large andsmall scales to capture global contextual feature information. Next, an improved atrous spatial pyramid poolingmodule is introduced to establish multi-scale feature maps with large- and small-scale feature associations, andattention vectors are added in the channel direction to enable adaptive adjustment of multi-scale channel *** proposed networkmodel is validated using the PotsdamandVaihingen datasets. The experimental results showthat, compared with existing techniques, the network model designed in this paper can extract and fuse multiscaleinformation, more clearly extract edge information and small-scale information, and segment boundariesmore smoothly. Experimental results on public datasets demonstrate the superiority of ourmethod compared withseveral state-of-the-art networks.

关键词： Semantic segmentation remote sensing multiscale self-attention