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Building Custom Spreadsheet Functions with Python: End-User Software Engineering Approach
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作者 Tamer Bahgat Elserwy Atef Tayh Nour El-Din Raslan +1 位作者 Tarek Ali Mervat H. Gheith 《Journal of Software Engineering and Applications》 2024年第5期246-258,共13页
End-user computing empowers non-developers to manage data and applications, enhancing collaboration and efficiency. Spreadsheets, a prime example of end-user programming environments widely used in business for data a... End-user computing empowers non-developers to manage data and applications, enhancing collaboration and efficiency. Spreadsheets, a prime example of end-user programming environments widely used in business for data analysis. However, Excel functionalities have limits compared to dedicated programming languages. This paper addresses this gap by proposing a prototype for integrating Python’s capabilities into Excel through on-premises desktop to build custom spreadsheet functions with Python. This approach overcomes potential latency issues associated with cloud-based solutions. This prototype utilizes Excel-DNA and IronPython. Excel-DNA allows creating custom Python functions that seamlessly integrate with Excel’s calculation engine. IronPython enables the execution of these Python (CSFs) directly within Excel. C# and VSTO add-ins form the core components, facilitating communication between Python and Excel. This approach empowers users with a potentially open-ended set of Python (CSFs) for tasks like mathematical calculations, statistical analysis, and even predictive modeling, all within the familiar Excel interface. This prototype demonstrates smooth integration, allowing users to call Python (CSFs) just like standard Excel functions. This research contributes to enhancing spreadsheet capabilities for end-user programmers by leveraging Python’s power within Excel. Future research could explore expanding data analysis capabilities by expanding the (CSFs) functions for complex calculations, statistical analysis, data manipulation, and even external library integration. The possibility of integrating machine learning models through the (CSFs) functions within the familiar Excel environment. 展开更多
关键词 end-user Software Engineering Custom Spreadsheet Functions (CSFs)
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A New Framework for Employing Responsive End-Users Using FAHP and PSO Algorithm
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作者 Reza Etemad Mohammad Sadegh Ghazizadeh +2 位作者 Mehrdad Ahmadi Kamarposhti Ilhami Colak Kei Eguchi 《Computers, Materials & Continua》 SCIE EI 2023年第1期951-964,共14页
The capacitor bank and synchronous condenser have been the only available sources of reactive power.Nowadays,most of the appliances use a power electronic interface for their connection.Applying a power electronic int... The capacitor bank and synchronous condenser have been the only available sources of reactive power.Nowadays,most of the appliances use a power electronic interface for their connection.Applying a power electronic interface addsmany features to these appliances.One of the promising features is their capability to interact with Volt-VAR programs.In this paper was investigated the reactive power interaction of the end-user appliances.For this purpose,the distribution network buses are ranked based on their effectiveness,followed by studying their interaction in the Volt-VAR program.To be able to consider the uncertainties,Probability Density Function(PDF)curve was discretized to represent different scenarios,and the reduction method was utilized to reduce the situations. 展开更多
关键词 end-user FAHP load uncertainty reactive power smart grid voltage profile
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电力终端用户用电行为异常检测方法研究
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作者 洪莹 王圣竹 王缉芬 《信息技术》 2025年第2期144-149,155,共7页
常规的终端用户用电行为异常检测,主要采用数据偏置量幅度进行异常检测,忽略了空值数据对检测结果的影响。因此,提出基于电力大数据的终端用户用电行为异常检测研究。剔除空值占比在50%以上的用户用电行为数据,采用牛顿插值法和离差标... 常规的终端用户用电行为异常检测,主要采用数据偏置量幅度进行异常检测,忽略了空值数据对检测结果的影响。因此,提出基于电力大数据的终端用户用电行为异常检测研究。剔除空值占比在50%以上的用户用电行为数据,采用牛顿插值法和离差标准化对剔除后的数据进行处理,结合电力大数据对用电行为异常数据特征进行分析,判定异常并分类得出异常检测结果。实验结果表明:所提方法应用后得出的检测结果,表现出的ROC(Receiver Operating Characteristic)曲线较凸,得到的AUC量化值更加趋近于1,准确度较高,可满足电网终端运维的现实需求。 展开更多
关键词 终端用户 用电行为异常 检测方法 空值占比 牛顿插值法
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响应式设计模式在复杂Web应用中的应用研究
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作者 李云云 田瑞敏 《移动信息》 2025年第2期244-246,共3页
在复杂Web应用中应用响应式设计模式以平衡多样化的用户需求与系统性能,仍然面临诸多挑战.文中分析了复杂Web应用的独特特征及其对响应式设计的特殊要求,结合实际案例评估了响应式设计模式在复杂Web应用中的实际表现,归纳了其优势和局限... 在复杂Web应用中应用响应式设计模式以平衡多样化的用户需求与系统性能,仍然面临诸多挑战.文中分析了复杂Web应用的独特特征及其对响应式设计的特殊要求,结合实际案例评估了响应式设计模式在复杂Web应用中的实际表现,归纳了其优势和局限性.研究表明,响应式设计模式在提升用户体验和应用兼容性方面具有显著优势.此外,为响应式设计在复杂Web应用中的有效应用提供了系统的理论支持,以推动该领域的发展. 展开更多
关键词 响应式设计模式 复杂Web应用 用户体验 前端优化
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Influence of different nitrogen application on flour properties,gluten properties by HPLC and end-use quality of Korean wheat 被引量:2
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作者 Seong-Woo Cho Chon-Sik Kang +2 位作者 Taek-Gyu Kang Kwang-Min Cho Chul Soo Park 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2018年第5期982-993,共12页
This study was performed to identify how the different levels of nitrogen application affected the variances of gluten properties and end-use qualities and the differences of variances among Korean wheat cultivars. Pr... This study was performed to identify how the different levels of nitrogen application affected the variances of gluten properties and end-use qualities and the differences of variances among Korean wheat cultivars. Protein and dry gluten content, SDS sedimentation volume and water absorption of Mixolab increased as nitrogen application increased. This ratio of the increase was higher in Korean wheat cultivars for bread than in Korean wheat cultivars for noodles and cookies. The proportion of(α+β)-gliadin measured by reversed-phase high-performance liquid chromatography(RP-HPLC) increased, but the proportion of ω-and γ-gliadin decreased as the protein content increased. The Korean wheat cultivars for bread showed a high proportion of(α+β)-gliadin increase, the Korean cultivars for noodles had a high proportion of γ-gliadin decrease and the Korean wheat cultivars for cookies had a high proportion of ω-gliadin decrease. However, there was no variation of the component in the proportion of glutenin component measured by RP-HPLC, even though the protein content was increased, but all of the protein fractions measured by size exclusion(SE)-HPLC were increased. The soluble monomeric protein showed a high proportion of Korean wheat cultivars for bread by the increase of protein content. Bread loaf volume increased by the increase of protein content but there were no variances in the ratio of increase among Korean wheat cultivars. The cookie diameter decreased with the increase of protein content, and this ratio of decrease was the highest in Korean wheat cultivars for cookies. The hardness of cooked noodles also increased by the increase of protein content but there were no variations in springiness and cohesiveness. The decrease proportion of ω-gliadin affected the increase of bread loaf volume, the hardness of cooked noodles, and the decrease of cookie diameter. 展开更多
关键词 wheat gluten end-use quality cultivar nitrogen application
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Spatial distribution of Pb and its correlation at different grain positions among wheat varieties for specific end-uses 被引量:1
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作者 Fei Xiong Zhaodi Dong +2 位作者 Xurun Yu Liang Zhou Zhong Wang 《Agricultural Sciences》 2013年第9期509-515,共7页
The relative content of Pb and its correlation were investigated in endosperm, aleurone layer and pericarp respectively among different wheat varieties for specific end-uses (WVFSE) using scanning electron microscope ... The relative content of Pb and its correlation were investigated in endosperm, aleurone layer and pericarp respectively among different wheat varieties for specific end-uses (WVFSE) using scanning electron microscope (SEM) equipped with the energy dispersive X-ray spectroscope (EDS). The results showed that Pb contents in grains at different positions followed the order of endosperm > pericarp > aleurone. The differences of Pb contents varied among the WVFSE, and wheat with strong gluten had a highest average content of Pb, while wheat with medium gluten had a lowest one. There were significant third order equation correlations between Pb content in endosperm and that in aleurone layer and that in pericarp, respectively. And good correlation coefficients were obtained. However, the correlation differed at different position among WVFSE, which indicated that Pb contents in endosperm, aleurone layer and pericarp were regulated by each other. 展开更多
关键词 Lead CORRELATION Wheat VARIETIES for SPECIFIC end-uses Grain Position
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End-Use Properties of Pineapple Leaf Fibre Filled Natural Rubber 被引量:1
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作者 Chinenye C. Ekwueme Isaac O. Igwe Anokwute O. Vivian 《Journal of Minerals and Materials Characterization and Engineering》 2019年第6期435-445,共11页
The effects of incorporating pineapple leaf fibre (PLF) as a filler on the end-end properties of natural rubber vulcanizates were studied at different filler contents and particle sizes. The pineapple leaf fibre was u... The effects of incorporating pineapple leaf fibre (PLF) as a filler on the end-end properties of natural rubber vulcanizates were studied at different filler contents and particle sizes. The pineapple leaf fibre was used within filler contents, 0 to 40 phr at the following filler particle sizes, 75, 150 and 300 μm. The PLF was characterized for filler properties while carbon black (N330) served as the reference filler. The natural rubber vulcanizates were compounded on a two-roll mill. Results showed that the abrasion resistance of filled natural rubber vulcanizates was generally higher than that of the unfilled natural rubber vulcanizate at filler content, 5 phr, and for PLF (150 and 300 μm) and carbon black filled natural rubber vulcanizates, the abrasion resistance decreased within filler content, 5 to 20 phr after which it increased with filler content. CB exhibited better abrasion resistance in the vulcanizates than PLF at filler contents greater than 20 phr. The hardness of filled natural rubber vulccanizates was generally greater than that of unfilled vulcanizate and increased with increases in filler particle size at filler contents, 10 and 20 phr. The specific gravity of the rubber vulcanizates increased gradually with the increase in filler content at filler content greater than 5 phr, and increased with increases in filler particle size at any filler content considered. The swelling index of filled natural rubber vulcanizates in toluene generally decreased with increasing filler particle size at filler contents, 5, 10 and 40 phr whereas the swelling index for PLF (150 μm) filled natural rubber decreased with increases in filler content. CB filled vulcanizates absorbed the highest amount of toluene (2.5%) in the vulcanizates at filler content, 40 phr. PLF (150 and 300 μm) generally gave optimum performances in the end-use properties of the rubber vulcanizates determined within filler contents, 30 and 40 phr. The incorporation of pineapple leaf fibre into natural rubber was found to improve the end-use properties of natural rubber vulcanizates and therefore, has potential in the formulation of natural rubber products. 展开更多
关键词 Natural Rubber PINEAPPLE LEAF Fibre Carbon Black FILLER end-use Properties
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适用于规划-运行两阶段的配电网可靠性等级划分及评估方法 被引量:5
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作者 李鹏 赵亚汝 +2 位作者 范须露 梁界飞 王加浩 《高电压技术》 EI CAS CSCD 北大核心 2024年第5期2042-2051,I0018,共11页
新型电力系统的快速建设与发展对配电网的可靠性评估提出了更高的要求。综合考虑配电网中终端用户差异化的可靠性需求和电网规划、运行两阶段的不同特点,提出了配电网可靠性等级划分方法和适用于规划-运行两阶段的配电网可靠性评估方法... 新型电力系统的快速建设与发展对配电网的可靠性评估提出了更高的要求。综合考虑配电网中终端用户差异化的可靠性需求和电网规划、运行两阶段的不同特点,提出了配电网可靠性等级划分方法和适用于规划-运行两阶段的配电网可靠性评估方法。首先,考虑用电性质、用户侧负荷特性等多方面因素,计及可靠性电价的影响,从系统侧、用户侧和供用电交互侧出发,建立了配电网供电可靠性评估指标体系;然后考虑终端用户用电需求的差异性,进行了配电网可靠性等级的划分;在此基础上,基于终端用户的差异化可靠性需求,提出了适用于规划-运行两阶段的配电网可靠性评估方法。最后进行算例分析,验证了所提划分方法的合理性和评估方法的有效性。 展开更多
关键词 可靠性评估 终端用户差异化需求 规划-运行两阶段 可靠性等级划分 熵权-层次分析法
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Effect of high-molecular-weight glutenin subunit Dy10 on wheat dough properties and end-use quality
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作者 WANG Yan GUO Zhen-ru +16 位作者 CHEN Qing LI Yang ZHAO Kan WAN Yong-fang Malcolm JHAWKESFORD JIANG Yun-feng KONG Li PU Zhi-en DENG Mei JIANG Qian-tao LAN Xiu-jin WANG Ji-rui CHEN Guo-yue MA Jian ZHENG You-liang WEI Yu-ming QI Peng-fei 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第6期1609-1617,共9页
High-molecular-weight glutenin subunits(HMW-GSs) are the most critical grain storage proteins that determine the unique processing qualities of wheat. Although it is a part of the superior HMW-GS pair(Dx5+Dy10), the c... High-molecular-weight glutenin subunits(HMW-GSs) are the most critical grain storage proteins that determine the unique processing qualities of wheat. Although it is a part of the superior HMW-GS pair(Dx5+Dy10), the contribution of the Dy10 subunit to wheat processing quality remains unclear. In this study, we elucidated the effect of Dy10 on wheat processing quality by generating and analyzing a deletion mutant(with the Dy10-null allele), and by elucidating the changes to wheat flour following the incorporation of purified Dy10. The Dy10-null allele was transcribed normally,but the Dy10 subunit was lacking. These findings implied that the Dy10-null allele reduced the glutenin:gliadin ratio and negatively affected dough strength(i.e., Zeleny sedimentation value, gluten index, and dough development and stability times) and the bread-making quality;however, it positively affected the biscuit-making quality. The incorporation of various amounts of purified Dy10 into wheat flour had a detrimental effect on biscuit-making quality. The results of this study demonstrate that the Dy10 subunit is essential for maintaining wheat dough strength. Furthermore, the Dy10-null allele may be exploited by soft wheat breeding programs. 展开更多
关键词 HMW-GS nonsense mutation Dy10-null allele end-use quality
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End-Use Consumption Anticipation of Rare Earths
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《China Rare Earth Information》 2004年第4期1-4,共4页
关键词 Co end-use Consumption Anticipation of Rare Earths CRT
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Enable Excel-Based Basic Cybersecurity Features for End Users by Using Python-Excel Integration
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作者 Mohamed Breik Osama Magdy +2 位作者 Essam Amin Tarek Aly Mervat Gheith 《Journal of Software Engineering and Applications》 2024年第6期522-529,共8页
In the digital age, the global character of the Internet has significantly improved our daily lives by providing access to large amounts of knowledge and allowing for seamless connections. However, this enormously int... In the digital age, the global character of the Internet has significantly improved our daily lives by providing access to large amounts of knowledge and allowing for seamless connections. However, this enormously interconnected world is not without its risks. Malicious URLs are a powerful menace, masquerading as legitimate links while holding the intent to hack computer systems or steal sensitive personal information. As the sophistication and frequency of cyberattacks increase, identifying bad URLs has emerged as a critical aspect of cybersecurity. This study presents a new approach that enables the average end-user to check URL safety using Microsoft Excel. Using the powerful VirusTotal API for URL inspections, this study creates an Excel add-in that integrates Python and Excel to deliver a seamless, user-friendly interface. Furthermore, the study improves Excel’s capabilities by allowing users to encrypt and decrypt text communications directly in the spreadsheet. Users may easily encrypt their conversations by simply typing a key and the required text into predefined cells, enhancing their personal cybersecurity with a layer of cryptographic secrecy. This strategy democratizes access to advanced cybersecurity solutions, making attentive digital integrity a feature rather than a daunting burden. 展开更多
关键词 Python end-user Approach EXCEL Excel Add-In CYBERSECURITY URL Check API Virustotal API Encryption Decryption Vigenère Cipher Python-Excel Integration
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Enhancing Data Analysis and Automation: Integrating Python with Microsoft Excel for Non-Programmers
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作者 Osama Magdy Ali Mohamed Breik +2 位作者 Tarek Aly Atef Tayh Nour El-Din Raslan Mervat Gheith 《Journal of Software Engineering and Applications》 2024年第6期530-540,共11页
Microsoft Excel is essential for the End-User Approach (EUA), offering versatility in data organization, analysis, and visualization, as well as widespread accessibility. It fosters collaboration and informed decision... Microsoft Excel is essential for the End-User Approach (EUA), offering versatility in data organization, analysis, and visualization, as well as widespread accessibility. It fosters collaboration and informed decision-making across diverse domains. Conversely, Python is indispensable for professional programming due to its versatility, readability, extensive libraries, and robust community support. It enables efficient development, advanced data analysis, data mining, and automation, catering to diverse industries and applications. However, one primary issue when using Microsoft Excel with Python libraries is compatibility and interoperability. While Excel is a widely used tool for data storage and analysis, it may not seamlessly integrate with Python libraries, leading to challenges in reading and writing data, especially in complex or large datasets. Additionally, manipulating Excel files with Python may not always preserve formatting or formulas accurately, potentially affecting data integrity. Moreover, dependency on Excel’s graphical user interface (GUI) for automation can limit scalability and reproducibility compared to Python’s scripting capabilities. This paper covers the integration solution of empowering non-programmers to leverage Python’s capabilities within the familiar Excel environment. This enables users to perform advanced data analysis and automation tasks without requiring extensive programming knowledge. Based on Soliciting feedback from non-programmers who have tested the integration solution, the case study shows how the solution evaluates the ease of implementation, performance, and compatibility of Python with Excel versions. 展开更多
关键词 PYTHON end-user Approach Microsoft Excel Data Analysis Integration SPREADSHEET PROGRAMMING Data Visualization
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基于使用者自建策略应用程序的护士信息学能力培训
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作者 蔡真真 陈媛 +1 位作者 李开新 张博论 《护理学杂志》 CSCD 北大核心 2024年第6期22-26,共5页
目的 探讨基于使用者自建策略的应用程序培训对提升护士信息学能力的效果。方法 成立培训指导小组,基于使用者自建策略,利用编程工具对33名护士进行应用程序设计课程培训。采用护士信息胜任力量表、课程学习评价问卷和信息专案产出评估... 目的 探讨基于使用者自建策略的应用程序培训对提升护士信息学能力的效果。方法 成立培训指导小组,基于使用者自建策略,利用编程工具对33名护士进行应用程序设计课程培训。采用护士信息胜任力量表、课程学习评价问卷和信息专案产出评估培训成效。结果 培训后,护士的计算机能力、信息能力及信息胜任力总分显著提升(均P<0.05)。课程满意度总分(81.48±12.91)分,在课程内容、知识、态度和专案管理方面的满意度均分为中上水平。9个护士小组共设计编写出9个信息应用程序专案。结论 护士可以通过应用程序设计课程培养信息思维,提升信息学能力,并取得较好的课程满意度。 展开更多
关键词 护士 使用者自建 程序设计课程 信息胜任力 计算机能力 信息能力 课程满意度 护士培训
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ACORDE Project:Adaptable Residential Buildings for a New Social Framework
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作者 Pablo Emilio Branchi 《Journal of Civil Engineering and Architecture》 2024年第3期118-133,共16页
ACORDE project seeks to maximize buildings´flexibility,conceiving a residential building made of legally independent functional units that can be connected to or disconnected from each other with easy,plug-in fac... ACORDE project seeks to maximize buildings´flexibility,conceiving a residential building made of legally independent functional units that can be connected to or disconnected from each other with easy,plug-in facilities,in a way that permits to purchase exactly what the user need,as well as allows future changes for buildings to be adapted to the needs of their occupants,the user decides how to best utilize the space by acquiring or separating functional units along the years.For this to be possible,in addition to the legally independent modules concept,a diaphanous and very well organized structure is projected as well as a very solid and efficient envelope to ensure durability and minimal maintenance.The efficient occupancy of space leads to an optimal use of energy. 展开更多
关键词 ADAPTABILITY FLEXIBILITY demographic changes end-uses plug&play
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基于峰终定律的长沙棕编非遗技艺体验数字化设计与实践 被引量:1
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作者 肖昕 李沁怡 《设计艺术研究》 2024年第5期97-102,共6页
通过对长沙棕编技艺研究现状进行分析,从优化用户体验角度入手,探索基于峰终定律的长沙棕编技艺体验数字化设计方法,探讨峰终定律概念及应用现状,并研究峰终定律对长沙棕编技艺保护与发展的指导意义。分析观察用户体验行为并绘制用户旅... 通过对长沙棕编技艺研究现状进行分析,从优化用户体验角度入手,探索基于峰终定律的长沙棕编技艺体验数字化设计方法,探讨峰终定律概念及应用现状,并研究峰终定律对长沙棕编技艺保护与发展的指导意义。分析观察用户体验行为并绘制用户旅程图,确定体验中的关键触点,找到用户体验过程中的峰值时刻与终点时刻,提出提升用户体验及引导持续体验的非遗技艺体验等设计策略,并以“棕玩”为例进行实践和可行性检验,为未来的非遗技艺体验数字化设计提供参考。 展开更多
关键词 峰终定律 长沙棕编 用户体验设计
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基于Ant Design Pro的物流系统前端开发与用户体验优化研究 被引量:1
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作者 王菊雅 《软件》 2024年第4期8-10,共3页
本文探讨了Ant Design Pro在物流系统开发中的应用,特别是其对用户体验和数据可视化的影响。通过采用案例研究方法,分析Ant Design Pro在构建企业级物流系统中的应用。研究发现,Ant Design Pro的一致性设计和丰富的组件库显著提升了开... 本文探讨了Ant Design Pro在物流系统开发中的应用,特别是其对用户体验和数据可视化的影响。通过采用案例研究方法,分析Ant Design Pro在构建企业级物流系统中的应用。研究发现,Ant Design Pro的一致性设计和丰富的组件库显著提升了开发效率和用户交互体验。此外,其数据可视化组件有效支持了复杂物流数据的呈现和分析。然而,其在性能优化和定制化需求方面面临着挑战。最终,本文提出了一系列基于Ant Design Pro的物流系统开发最佳实践,并对其潜在的改进方向进行了讨论。研究结果为物流行业的信息系统开发提供了实用的指导,并为Ant Design Pro社区贡献了宝贵的实践经验。 展开更多
关键词 Ant Design Pro 物流系统 用户体验 前端开发 数据可视化
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天然气掺氢对终端用户的影响
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作者 李小龙 《能源研究与管理》 2024年第3期57-63,70,共8页
为明确现有终端用户设备的掺氢适应性情况,通过案例调研和模型试验分析的方法,评估天然气输送系统中氢气掺混对终端用户设备——居民设备(如燃气灶、热水器、壁挂炉)和工业设备(燃气锅炉、燃气轮机、压缩机、发动机)在燃烧稳定性、热效... 为明确现有终端用户设备的掺氢适应性情况,通过案例调研和模型试验分析的方法,评估天然气输送系统中氢气掺混对终端用户设备——居民设备(如燃气灶、热水器、壁挂炉)和工业设备(燃气锅炉、燃气轮机、压缩机、发动机)在燃烧稳定性、热效率和污染物排放等方面的影响。结果表明:适量掺氢能够改善燃烧性能,降低污染物排放,然而掺氢比的提高也引入了如火焰稳定性下降、材料兼容性问题等安全风险。掺氢比10%以内时,对居民燃气设备燃烧特征及稳定性影响较弱,并一定程度降低了污染排放物。因工业设备的运行原理差异,其对掺氢比也表现不同的适应性。燃气锅炉的示范应用表明23%左右是最佳掺氢比,而燃气轮机在掺氢比介于10%~20%的情况下,能够保持设备的安全可靠性,防止回火并且满足排放标准;掺氢可以解决发动机初期点火所需能量大、稀燃能力不足的问题,但排放尾气成分则受多种因素影响;压缩机的转动速率和构造的稳固性在混入氢气后会受到显著影响,目前建议掺氢比在10%以下。 展开更多
关键词 天然气 掺氢 终端用户 燃烧性能 排放物
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中大尺寸电子纸发展现状及其薄膜晶体管基板技术分析
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作者 雷晟 吴伟 +1 位作者 阎建全 蒲衫 《信息技术与标准化》 2024年第3期40-44,共5页
从电子纸市场观察入手,介绍了中大尺寸电子纸显示在电子阅读器和标牌等领域的应用现状,阐述了电子纸供应链主要情况,探讨了薄膜晶体管基板作为供应链关键上游材料的技术发展方向,分析了薄膜晶体管基板技术上的创新和实现构想,为新一代... 从电子纸市场观察入手,介绍了中大尺寸电子纸显示在电子阅读器和标牌等领域的应用现状,阐述了电子纸供应链主要情况,探讨了薄膜晶体管基板作为供应链关键上游材料的技术发展方向,分析了薄膜晶体管基板技术上的创新和实现构想,为新一代中大尺寸电子纸显示用薄膜晶体管基板的设计提供参考和指导建议。 展开更多
关键词 中大尺寸电子纸 电子纸供应链 电子纸终端 薄膜晶体管 铟镓锌氧化物
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UI组件库在B端界面设计中的应用
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作者 王亚萍 《鞋类工艺与设计》 2024年第19期42-44,共3页
随着互联网的快速发展,企业对于业务效率和管理需求的不断提高,企业级系统的复杂性和规模不断增加,传统的开发方式已经无法满足快速迭代和定制化需求的要求。B端(Business-to-Business)产品的发展对各行各业的发展越来越关键。为了提高... 随着互联网的快速发展,企业对于业务效率和管理需求的不断提高,企业级系统的复杂性和规模不断增加,传统的开发方式已经无法满足快速迭代和定制化需求的要求。B端(Business-to-Business)产品的发展对各行各业的发展越来越关键。为了提高开发效率、降低维护成本、增强系统的灵活性,人们开始探索更加灵活和可复用的开发方式,于是UI组件化设计应运而生。一个好的UI组件库可以有助于改善用户体验,提高用户满意度。 展开更多
关键词 UI组件库 B端界面设计 用户体验
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基于机器学习和社群互动信息的用户购买意愿分析 被引量:2
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作者 周毅勇 《科技创新与生产力》 2024年第2期28-31,共4页
本文指出随着短视频平台以及社交平台与电子商务愈发深入的融合发展,越来越多的人参与到和商家的社群互动中并进一步发生购买行为。为了分析并建模社群互动信息和用户购买意愿之间的关系,本文采用机器学习算法对社群互动信息数据进行了... 本文指出随着短视频平台以及社交平台与电子商务愈发深入的融合发展,越来越多的人参与到和商家的社群互动中并进一步发生购买行为。为了分析并建模社群互动信息和用户购买意愿之间的关系,本文采用机器学习算法对社群互动信息数据进行了分析处理,构建出用户购买意愿预测模型。为了使模型更具有泛化性,降低人为经验的影响,模型采用Transformer模型端到端的训练拟合社群互动信息对用户购买意愿的影响机理。实验结果表明,Transformer模型利用社群互动信息对用户购买意愿进行预测的效果最优,在预测准确率方面明显高于其他模型。 展开更多
关键词 社群互动信息 用户购买意愿 机器学习 Transformer模型 端到端
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