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Storage Assignment Optimization in a Multi-tier Shuttle Warehousing System 被引量:10
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作者 WANG Yanyan MOU Shandong WU Yaohua 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第2期421-429,共9页
The current mathematical models for the storage assignment problem are generally established based on the traveling salesman problem(TSP),which has been widely applied in the conventional automated storage and retri... The current mathematical models for the storage assignment problem are generally established based on the traveling salesman problem(TSP),which has been widely applied in the conventional automated storage and retrieval system(AS/RS).However,the previous mathematical models in conventional AS/RS do not match multi-tier shuttle warehousing systems(MSWS) because the characteristics of parallel retrieval in multiple tiers and progressive vertical movement destroy the foundation of TSP.In this study,a two-stage open queuing network model in which shuttles and a lift are regarded as servers at different stages is proposed to analyze system performance in the terms of shuttle waiting period(SWP) and lift idle period(LIP) during transaction cycle time.A mean arrival time difference matrix for pairwise stock keeping units(SKUs) is presented to determine the mean waiting time and queue length to optimize the storage assignment problem on the basis of SKU correlation.The decomposition method is applied to analyze the interactions among outbound task time,SWP,and LIP.The ant colony clustering algorithm is designed to determine storage partitions using clustering items.In addition,goods are assigned for storage according to the rearranging permutation and the combination of storage partitions in a 2D plane.This combination is derived based on the analysis results of the queuing network model and on three basic principles.The storage assignment method and its entire optimization algorithm method as applied in a MSWS are verified through a practical engineering project conducted in the tobacco industry.The applying results show that the total SWP and LIP can be reduced effectively to improve the utilization rates of all devices and to increase the throughput of the distribution center. 展开更多
关键词 Multi-tier shuttle warehousing system storage assignment optimization open queuing network ant colony clustering algorithm
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Warehousing and OLAP Analysis of Bibliographic Data
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作者 Tsvetanka Georgieva-Trifonova 《Intelligent Information Management》 2011年第5期190-197,共8页
In this paper, the system bgMath/OLAP for warehousing and online analytical processing bibliographic data is proposed. The implemented system can be useful for the users maintaining their electronic libraries with pub... In this paper, the system bgMath/OLAP for warehousing and online analytical processing bibliographic data is proposed. The implemented system can be useful for the users maintaining their electronic libraries with publications in order to monitoring, evaluating and comparing the scientific development of particular researchers, entire research groups, certain scientific fields and problems. 展开更多
关键词 Data warehousing ONLINE ANALYTICAL PROCESSING BIBLIOGRAPHIC Information System ELECTRONIC LIBRARY
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Data Warehousing and SAP BW
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作者 Yuanjin Ren Derong Zeng 《Chinese Business Review》 2005年第3期75-78,共4页
Enterprises in today's fast-paced business environment are always puzzled with billions of bytes of data flowing into their computers.In this paper,the new technology to solve this problem called"data warehou... Enterprises in today's fast-paced business environment are always puzzled with billions of bytes of data flowing into their computers.In this paper,the new technology to solve this problem called"data warehousing"is introduced.Benefits which can be achieved from this technology for enterprises are also discussed.In addition,this paper describes"SAP Business Information Warehouse"(SAP BW),especially its characteristics,which is the data warehousing solution from SAP.Finally,advantages and shortcomings of SAP BW are given. 展开更多
关键词 data warehouse data warehousing(DW) SAP Business Information warehouse(SAP BW)
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Qinhuangdao Bonded Warehousing Company
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《China's Foreign Trade》 1995年第10期30-30,共1页
The Qinhuangdao Bonded Warehousing Company, approved by MOFTEC and the Customs Administration, is the only company handling bonded warehousing business in Hebei. Founded in 1992, the company owns RMB14.9369 million in... The Qinhuangdao Bonded Warehousing Company, approved by MOFTEC and the Customs Administration, is the only company handling bonded warehousing business in Hebei. Founded in 1992, the company owns RMB14.9369 million in assets, and has large-scale, modern bonded warehouses and two cooperative economic entities. 展开更多
关键词 Qinhuangdao Bonded warehousing Company
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Discussion on the Application of Industry-Finance Integration in Warehousing Enterprises
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作者 Luwen Zhong Nanyan Zhou Zhizheng Wang 《Proceedings of Business and Economic Studies》 2022年第4期18-22,共5页
In recent years,the transformation of warehousing enterprises has garnered widespread attention.The integration of industry and finance in management accounting can provide financial management support for the transfo... In recent years,the transformation of warehousing enterprises has garnered widespread attention.The integration of industry and finance in management accounting can provide financial management support for the transformation of warehousing enterprises,deliver accurate and effective financial and business information,facilitate managers’decision-making,and achieve the benign development of enterprises.This paper discusses the problems in the application of industry-finance integration in warehousing enterprises,including the low degree of informatization,inefficient internal cost control,and mismatched staff quality,and then proposes corresponding measures,such as establishing and improving information systems,establishing a comprehensive budget management system,and establishing management measures for the integration of industry and finance in warehousing enterprises,so as to strengthen the application of industry-finance integration in warehousing enterprises. 展开更多
关键词 Industry-finance integration warehousing enterprises Modernization transformation
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Research on management of coal bed methane warehousing and transportation based on GIS
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作者 LI Yong-feng ZHANG Ming-hui +1 位作者 WANG Yun-jia ZHANG Hua 《Journal of Energy and Power Engineering》 2009年第12期39-45,共7页
At present Coal Bed Methane (CBM) has become the important part of clean energy in China. and will optimize the energy structure in China unceasingly. However, warehousing and transportation of CBM become one of the... At present Coal Bed Methane (CBM) has become the important part of clean energy in China. and will optimize the energy structure in China unceasingly. However, warehousing and transportation of CBM become one of the core factors that restrain its exploitation and utilization at present, due to the space-time character of natural deposit and modem utilization of CBM. In this paper, according to the character of CBM and the expanding trend of its utilization, the necessity of constructing the CBM's warehousing and transportation management system demonstrated. Index system that influence CBM's warehousing and transportation is established. And CBM's warehousing and transportation model is established by Voronoi diagram. In light of above research, CBM's warehousing and transportation management system based on Geography Information System (GIS) is designed, Using this system, CBM's warehousing and allocation center in one mining area is optimized. Research shows that to reinforce CBM's warehousing and transportation management is one of the key factors for coordinating the development of its development and utilization, thereby ensuring its sustainable development and utilization. 展开更多
关键词 coal bed methane: warehousing and transportation: Voronoi diagram: GIS
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Fault Diagnosis Method for Open-circuit Faults in NPC Three-level Inverter based on WKCNN
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作者 Guozheng Zhang Menghui Li +1 位作者 Xin Gu Wei Chen 《CES Transactions on Electrical Machines and Systems》 2025年第2期234-245,共12页
With the increasing demand for high reliability and availability in power conversion equipment within power electronics systems,the fault diagnosis of neutral-point-clamped(NPC) three-level inverters has garnered wide... With the increasing demand for high reliability and availability in power conversion equipment within power electronics systems,the fault diagnosis of neutral-point-clamped(NPC) three-level inverters has garnered widespread attention.To address the challenges of fault feature extraction,this article proposes an end-to-end diagnostic approach based on a wavelet kernel convolutional neural network (WKCNN),capable of extracting multi-scale features from current signals to significantly enhance diagnostic accuracy.This method directly uses raw three-phase current signals as input,applying wavelet kernel convolution to automatically capture frequency-domain fault features,combined with a Softmax classifier optimized by the Adam algorithm to achieve fault diagnosis for NPC threelevel inverters.Experimental results under various operating conditions demonstrate that this approach maintains robust diagnostic accuracy across multiple fault scenarios,with comparative analysis further confirming its advantages in diagnostic efficiency and performance over traditional machine learning and other deep learning methods. 展开更多
关键词 NPC three-level inverter Open-circuit fault Wavelet transform Convolutional neural network END-TO-END
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A Low Common-Mode Voltage Virtual Space Vector Modulation of Three-Level Converters for Doubly-Fed Variable-Speed Pumped Storage Systems
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作者 Ziqiang Man Lei Zhao +6 位作者 Zheng Tao Shiming Cheng Wei Yan Gaoyue Zhong Yu Lu Wenming Zhang Li Zhang 《Energy Engineering》 2025年第9期3555-3572,共18页
With the rapid integration of renewable energy sources,modern power systems are increasingly challenged by heightened volatility and uncertainty.Doubly-fed variable-speed pumped storage units(DFVS-PSUs)have emerged as... With the rapid integration of renewable energy sources,modern power systems are increasingly challenged by heightened volatility and uncertainty.Doubly-fed variable-speed pumped storage units(DFVS-PSUs)have emerged as promising technologies for mitigating grid oscillations and enhancing system flexibility.However,the excitation converters in DFVS-PSUs are prone to significant issues such as elevated common-mode voltage(CMV)and neutral-point voltage(NPV)fluctuations,which can lead to electromagnetic interference and degrade transient performance.To address these challenges,an optimized virtual space vector pulse width modulation(OVSVPWM)strategy is proposed,aiming to suppress CMV and NPV simultaneously through coordinated multi-objective control.Specifically,a dynamic feedback mechanism is introduced to adjust the balancing factor of basic vectors in the synthesized virtual small vector in real-time,achieving autonomous balancing of the NPV.To address the excessive switching actions introduced by the OVSVPWM strategy,a phase duty ratio-based sequence reconstruction method is adopted,which reduces the total number of switching actions to half of the original.A zero-level buffering scheme is employed to reconstruct the single-phase voltage-level output sequence,achieving peak CMV suppression down to udc/6.Simulation results demonstrate that the proposed strategy significantly improves electromagnetic compatibility and operational stability while maintaining high power quality. 展开更多
关键词 Doubly-fed variable-speed pumped storage units three-level excitation converter common-mode voltage neutral-point voltage virtual space voltage vector
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Online Estimation of DC-link Capacitor Parameters of Three-Level NPC Converters Using Inherent Signals Analysis
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作者 Ricardo Lucio de Araujo Ribeiro Reuben Palmer Rezende de Sousa +2 位作者 Alexandre Cunha Oliveira Antonio Marcus Nogueira Lima Qing-Long Han 《IEEE/CAA Journal of Automatica Sinica》 2025年第7期1434-1444,共11页
This paper presents a method for estimating the parameters of DC-link capacitors in three-level NPC voltage source inverters(3L-NPC-VSI)used in grid-tied systems.The technique uses the signals generated by the intermo... This paper presents a method for estimating the parameters of DC-link capacitors in three-level NPC voltage source inverters(3L-NPC-VSI)used in grid-tied systems.The technique uses the signals generated by the intermodulation caused by the PWM strategy and converter topology interaction to estimate the capacitor parameters of the converter DC-link.It utilizes an observer-based structure consisting of a recursive noninteger sliding discrete Fourier transform(rnSDFT)and an RLS filter improved with a forgetting factor(oSDFT-RLS)to accurately estimate the capacitance and equivalent series resistance(ESR).Importantly,this method does not require additional sensors beyond those already installed in off-the-shelf 3L-NPC-VSI systems,ensuring its noninvasiveness.Furthermore,the oSDFTRLS estimates capacitor parameters in the time-frequency domain,enabling the tracking of capacitor degradation and predicting potential faults.Experimental results from the laboratory setup demonstrate the effectiveness of the proposed condition monitoring method. 展开更多
关键词 Aluminum electrolytic capacitors(AEC) condition monitoring forgetting factor inherent signals parameter estimation recursive least squares(RLS) sliding discrete Fourier transform(SDFT) three-level NPC converter
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视觉和多线LiDAR传感器融合的物流巡检机器人导航系统
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作者 周开权 李德显 张夏恒 《传感器与微系统》 北大核心 2026年第1期121-125,共5页
为了可靠地实现物流机器人在复杂物流仓储环境下的自主导航和巡航功能,提出了一种基于视觉和多线激光雷达(LiDAR)信息融合的新型机器人导航系统,既能保证信息的丰富和地图边缘的精确,又能满足复杂物流仓储场景下的实时准确定位和导航。... 为了可靠地实现物流机器人在复杂物流仓储环境下的自主导航和巡航功能,提出了一种基于视觉和多线激光雷达(LiDAR)信息融合的新型机器人导航系统,既能保证信息的丰富和地图边缘的精确,又能满足复杂物流仓储场景下的实时准确定位和导航。仿真和实际验证表明,该机器人导航系统具有可行性和鲁棒性,克服了移动机器人系统在复杂环境下精度低、鲁棒性差、可移植性弱、难以扩展等问题。为实际物流仓储场景的检测提供了一种新的思路,具有良好的应用前景。 展开更多
关键词 物流机器人 复杂物流仓储环境 自主导航 传感器融合
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基于无冲突路径算法的多目标智能仓储路径规划
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作者 宫婧 杨玉发 +1 位作者 郑一帆 孙知信 《计算机科学》 北大核心 2026年第4期88-100,共13页
研究仓储路径规划对智能仓储具有重要意义,合理的路径规划能够有效避免仓储路径冲突,提升仓库内货物运输效率。针对当前仓储布局较为简单、缺乏针对复杂仓储布局的路径冲突策略问题,提出基于AGV坐标保留表和冲突分类的多目标AGV路径规... 研究仓储路径规划对智能仓储具有重要意义,合理的路径规划能够有效避免仓储路径冲突,提升仓库内货物运输效率。针对当前仓储布局较为简单、缺乏针对复杂仓储布局的路径冲突策略问题,提出基于AGV坐标保留表和冲突分类的多目标AGV路径规划算法。首先,构建基于网格法的智能仓储鱼骨布局方案,并根据分区机制,给出存储节点间的距离计算模型,构成单一单向的仓储路径网络有向图。其次,建立AGV坐标保留表方法和路径冲突分类方法,制定路径冲突解决策略和算法。然后,建立以最小化总运输距离、最小化最大运输距离、最小化冲突解决等待时间为目标的多目标智能仓储路径规划模型。最后,结合所提路径冲突解决算法,设计基于进化遗传搜索算法的突变操作,在基于学习的多目标组合优化求解算法P-MOCO的基础上,通过构建偏好条件随机策略,借助多目标降维和强化学习方法,提出改进P-MOCO的无冲突多目标智能仓储路径优化算法CF-MOWVRP,求解无冲突的多目标规划模型的近似帕累托解。实验结果表明,所提算法具备更快的收敛速度和更优的解,能够解决路径冲突,给出无冲突的路径规划方案。 展开更多
关键词 路径规划 智能仓储 路径冲突 多目标优化 强化学习 AGV
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农业仓储潜入式AMR减振系统优化设计
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作者 戚得众 丁璐 +2 位作者 袁丽峰 吴云志 孙强 《中国农机化学报》 北大核心 2026年第1期295-301,共7页
采用SLAM激光雷达导航的潜入式自主移动机器人AMR已应用于农业仓储领域,为实现更好的自主导航需采用对角双激光雷达,而双激光雷达在信息耦合过程中,车体振动会造成导航定位失败。为解决这一问题,需对潜入式AMR的机械结构进行优化设计。... 采用SLAM激光雷达导航的潜入式自主移动机器人AMR已应用于农业仓储领域,为实现更好的自主导航需采用对角双激光雷达,而双激光雷达在信息耦合过程中,车体振动会造成导航定位失败。为解决这一问题,需对潜入式AMR的机械结构进行优化设计。首先设计一种减振驱动单元,并建立该结构力学模型,同时构建AMR工作路面模型。然后利用Adams与Abaqus软件对优化前后AMR结构进行刚柔耦合动力学仿真,仿真结果表明:优化后AMR相比优化前AMR在A、B级路面上Z向加速度均方差优化率分别为36.9%、55.1%,在障碍路面也有较高优化率。最后通过试验验证该设计结构减振性能的有效性,并满足潜入式AMR雷达激光导航及其他性能要求。 展开更多
关键词 农业仓储 潜入式AMR 减振驱动单元 刚柔耦合 动力学
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基于A-Star算法的智能仓储AGV路径规划方法研究
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作者 耿兴隆 王翔 白乐强 《科技资讯》 2026年第2期69-71,共3页
实际智能仓储应用中,传统方法存在响应延迟、效率瓶颈等问题,制约仓储作业效率。为解决此问题,本文提出一种基于A-star算法的智能仓储自动导引车(Automated Guided Vehicle, AGV)路径规划方法。所提方法采用动态权重调节机制,结合实时... 实际智能仓储应用中,传统方法存在响应延迟、效率瓶颈等问题,制约仓储作业效率。为解决此问题,本文提出一种基于A-star算法的智能仓储自动导引车(Automated Guided Vehicle, AGV)路径规划方法。所提方法采用动态权重调节机制,结合实时环境信息,利用评价函数确定搜索方向,实现全局路径优化,显著减少了AGV路径规划时间和运输时间。结果表明,所提方法提升了AGV路径规划的效率和鲁棒性。 展开更多
关键词 智能仓储 A-STAR算法 自动导引车 路径规划
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考虑有限缓冲区的零等待RGV/ASR仓储系统优化调度问题
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作者 顾文斌 郭镇洋 +2 位作者 王巍 展一开 段连水 《计算机集成制造系统》 北大核心 2026年第3期862-877,共16页
针对自动化立体仓库(AS/RS)中环形穿梭车(RGV)和空中分拣机器人(ASR)协同调度问题,综合考虑出库和入库协同、有限缓冲区、多RGV防碰撞和负载运输机器零等待问题对任务调度的影响,以最小化运输时间为目标,建立了考虑有限缓冲区的零等待RG... 针对自动化立体仓库(AS/RS)中环形穿梭车(RGV)和空中分拣机器人(ASR)协同调度问题,综合考虑出库和入库协同、有限缓冲区、多RGV防碰撞和负载运输机器零等待问题对任务调度的影响,以最小化运输时间为目标,建立了考虑有限缓冲区的零等待RGV/ASR仓储系统的出入库调度问题模型,并提出自适应多邻域混合搜索算法(AMHS)对问题模型进行求解。首先,设计双序列编码方式优化搜索空间,并引入精英解初始化策略;针对任务调度顺序设计全局搜索算子,扩大搜索空间;提出一种自适应局部搜索算子,提高了算法的局部搜索深度;最后,通过对比实验验证了所提算法的优越性和有效性。 展开更多
关键词 有限缓冲区 自动化立体仓库仓储系统 出入库调度 全局搜索算子 局部搜索算子
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数字孪生驱动的物流仓储无人仓多AGV全局路径规划研究 被引量:1
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作者 李明万 李建勋 +1 位作者 张若晨 尚晏莹 《计算机集成制造系统》 北大核心 2026年第1期365-383,共19页
为提升物流仓储无人仓中多AGV系统的运行效率与数智化水平,构建了一种基于数字孪生的多AGV全局路径规划模型。设计了由物理层、虚拟层、数据层与应用层组成的数字孪生架构,并设计了P2V与V2P双向实时交互机制。在此基础上,提出一种融合改... 为提升物流仓储无人仓中多AGV系统的运行效率与数智化水平,构建了一种基于数字孪生的多AGV全局路径规划模型。设计了由物理层、虚拟层、数据层与应用层组成的数字孪生架构,并设计了P2V与V2P双向实时交互机制。在此基础上,提出一种融合改进A*算法、深度Q网络(DQN)与冲突搜索(CBS)算法的混合路径规划方法。实例验证表明:在6~12台AGV的不同规模场景下,该混合算法的平均路径长度较传统及改进A*算法降低10%~13%,能耗降低10%~20%,平均冲突率较蚁群算法降低50%以上。结果表明,该方法在路径长度、能耗与冲突率等关键指标上均显著优于对比算法,具有良好的灵活性、可扩展性与工程适用性,为无人仓AGV协同调度提供了新思路。 展开更多
关键词 数字孪生 物流仓储 AGV路径规划 混合算法
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基于轻量级YOLO v8改进模型的苹果入库高密度计数方法
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作者 郭成波 姜文文 +1 位作者 郭艳玲 孙术发 《农业机械学报》 北大核心 2026年第5期342-352,共11页
在规模化苹果自动入库场景中,基于计算机视觉的计数模型需兼顾轻量化与检测精度,传统模型参数量大、计算成本高,难以实时运行;同时在苹果密集、遮挡严重的复杂环境下,存在边界模糊、误检率高等问题。为此,本文提出一种改进的CGW-YOLO v... 在规模化苹果自动入库场景中,基于计算机视觉的计数模型需兼顾轻量化与检测精度,传统模型参数量大、计算成本高,难以实时运行;同时在苹果密集、遮挡严重的复杂环境下,存在边界模糊、误检率高等问题。为此,本文提出一种改进的CGW-YOLO v8模型。首先,通过将主干网络中的C2f模块替换为GhostNet轻量化模块,结合特征通道重加权机制,显著减少了模型的参数量。其次,采用CSPHet模块,通过异构多分支卷积与双路径特征融合策略,在降低参数量的同时增强密集苹果目标的边界区分能力。最后,采用基于Wasserstein distance loss的损失函数替代传统的IoU度量,有效降低了密集堆叠场景中的误检率。实验表明,本模型平均精度均值mAP@0.5提升至95.8%,较原模型提升1个百分点,精确率和召回率较原模型分别提升1.1、1.3个百分点,参数量与运算量较基准模型分别减少24.4%和23.2%。针对入库生产环节中对计数实时性与准确性双重要求,本文集成DeepSORT追踪算法实现苹果在视频帧间的持续跟踪与准确计数。设计了基于轨迹管理的计数策略,通过虚拟计数线仅在目标首次越过时进行计数,有效避免了重复统计与漏计问题。实验结果表明,所提出的改进方法在复杂背景下,尤其是苹果密集排列与部分遮挡的场景中,展现了较强的鲁棒性和较高的计数准确性。 展开更多
关键词 苹果入库计数 目标检测 GhostNet CSPHet Wasserstein距离 DeepSORT
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Influence of Femtosecond Laser Parameters on Autler-Townes Splitting of Three-Level Ladder Molecules
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作者 李月华 略兴强 +1 位作者 郭玮 姚洪斌 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2015年第2期128-133,I0001,共7页
We theoretically investigate the Autler-Townes (AT) splitting in the photoelectron spectra of three-level ladder K2 molecule driven by a pump-probe pulse via employing the time- dependent wave packet approach. The d... We theoretically investigate the Autler-Townes (AT) splitting in the photoelectron spectra of three-level ladder K2 molecule driven by a pump-probe pulse via employing the time- dependent wave packet approach. The dependence of AT splitting on two laser intensities and wavelengths are studied in detail. We firstly quantify these effects on peak shift and AT separation. The photoelectron spectra show double splitting with symmetric profiles, but with asymmetric profiles when the wavelength is changed. The magnitude of AT splitting increases with the pump laser intensity, but does not vary with probe intensity. The shifts of the absorption peaks and the splitting between AT doublet are predicted by using an analyt- ical fitting function when the intensity/wavelength of one of the two fields is changed. These novel results are of importance for the molecular spectroscopy and may further stimulate the first principles theoretical studies analytically. 展开更多
关键词 Autler-Townes splitting Photoelectron spectra three-level ladder K2 molecule
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基于POE的仓储类工业遗产改造优化策略研究——以原汉口英商平和打包厂为例
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作者 曹语歌 屈璋元 +2 位作者 陈刚 刘郑玉 潘骊朵 《城市建筑》 2026年第4期153-157,共5页
近代以来,汉口作为重要的水陆商贸港口,仓储业的发达是支撑其发挥商贸转运职能的重要基础。保护仓储类工业遗产对于延续城市文脉和留存集体记忆等方面具有重要意义。然而在实际更新改造过程中,由于对遗产价值认知不足、公众参与度不够等... 近代以来,汉口作为重要的水陆商贸港口,仓储业的发达是支撑其发挥商贸转运职能的重要基础。保护仓储类工业遗产对于延续城市文脉和留存集体记忆等方面具有重要意义。然而在实际更新改造过程中,由于对遗产价值认知不足、公众参与度不够等,许多仓储类工业遗产在完成更新改造后出现闲置或未能充分利用等情况。有鉴于此,文章聚焦于原汉口英商平和打包厂,运用使用后评价(POE)方法对该工业遗产建筑进行系统的评价分析,尝试通过典型案例的分析提出面向仓储类工业遗产的改造优化策略。 展开更多
关键词 使用后评价(POE) 仓储类工业遗产 平和打包厂
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双深度多层穿梭车仓储系统倒货策略与作业调度方法
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作者 周丰旭 刘飞 范国良 《机电工程》 北大核心 2026年第2期370-381,共12页
双深度多层穿梭车仓储系统普遍存在倒货作业,导致出入库作业时间增加,系统作业效率降低。随着货位占用率的上升,倒货作业调度的难度和复杂度持续增加。针对这一问题,提出了一种双深度多层穿梭车仓储系统倒货策略与作业调度方法。首先,... 双深度多层穿梭车仓储系统普遍存在倒货作业,导致出入库作业时间增加,系统作业效率降低。随着货位占用率的上升,倒货作业调度的难度和复杂度持续增加。针对这一问题,提出了一种双深度多层穿梭车仓储系统倒货策略与作业调度方法。首先,分析了倒货作业过程,提出了随机点倒货策略、最近点倒货策略和固定点倒货策略三种倒货作业策略,建立了倒货作业时间模型和任务调度出库作业时间模型;然后,以出库作业时间最小为目标,建立了出库作业调度优化模型;接着,设计了双种群遗传算法对模型进行了求解,引入了变邻域搜索及双种群重组和协作优化策略,增加了算法寻优能力,提升了算法搜索性能;最后,采用案例分析了倒货策略和作业调度方法的有效性,开展了算法对比分析以验证算法的优越性。研究结果表明:调度任务规模从35提高到100时,算法优化效率从13.28%提升到24.26%,双种群遗传算法的优化效率更高,能够有效缩短出库作业时间。集成倒货策略的调度优化方法能够准确评估倒货作业时间,进而提升双深度多层穿梭车仓储系统作业效率。 展开更多
关键词 双深度多层穿梭车仓储系统 倒货作业 变邻域搜索 遗传算法 随机点倒货策略 最近点倒货策略 固定点倒货策略
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农产品电商平台物流配送效率提升路径研究
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作者 孙堋菲 莫琪江 《物流工程与管理》 2026年第1期51-53,126,共4页
电商平台作为连接农户与消费者的重要桥梁,在其持续发展过程中,物流配送环节效率低下这一问题日益凸显。鲜活农产品对运输时效与温控提出了严苛要求,但传统多级分销模式集货周期长、中转损耗大、城乡末端覆盖不均,导致商品腐损率高与运... 电商平台作为连接农户与消费者的重要桥梁,在其持续发展过程中,物流配送环节效率低下这一问题日益凸显。鲜活农产品对运输时效与温控提出了严苛要求,但传统多级分销模式集货周期长、中转损耗大、城乡末端覆盖不均,导致商品腐损率高与运营成本攀升。因此,文中就农产品电商平台如何系统性优化物流网络展开探讨,旨在建立从采收源头到终端消费者的高效流通模式,以保障农产品品质并有效降低物流成本。 展开更多
关键词 农产品电商 物流效率 三级仓储 产地集配 供应链协同
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