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Study on the Safety Thickness of Three Zones against Fault Water Inrush: Case Study and Model Development 三区防断层涌水安全厚度研究:案例研究与模型开发
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-09 DOI: 10.1155/2024/8232145
Yongqian Wang, Benshui Yang, Jun Zhang
The raising and flowing of groundwater caused by coal mining threaten the stability of mining faces, which cause casualties and machine damage accidents. Among the above accidents, the water inrush disaster caused by the water-rich water-conducting fault zone is the largest. Considering the complexity of geological structure and the suddenness of water inrush, reserving a reasonable thickness of waterproof coal pillars in front of the fault tectonic belt can effectively predict and control the occurrence of water inrush. The excellent adaptability of the numerical model to the geological conditions makes it an effective research method for simulating waterproof coal pillars. Based on the analysis of the background of on-site mining, this paper proposes a three-zone waterproof coal pillar calculation theory and establishes a numerical model for comparative analysis. The comparison results show that (1) the elastic-plastic theory and fracture theory can be used to calculate the thickness of the disturbed zone and the water-resisting zone, and the thickness of the fractured zone is positively correlated with the accuracy of the existing detection technology and equipment. (2) For the numerical model results, the increase of tangential stress is positively correlated with the distance of coal seam mining and the thickness of fault; the large plastic zone of the fault causes a higher increase in pore pressure, which ultimately increases the risk of water inrush. (3) The two results are in good agreement. The theoretical results have a safety margin, indicating that the three-zone theory is reasonable, which are used to guide the actual mining of the project to ensure the smooth passage of the project through the fault area.
采煤引起的地下水抬升和流动,威胁采掘工作面的稳定,造成人员伤亡和机毁人亡事故。在上述事故中,富水导水断层带引起的涌水灾害是最大的。考虑到地质构造的复杂性和涌水的突发性,在断层构造带前预留合理厚度的防水煤柱,可有效预测和控制涌水的发生。数值模型对地质条件的良好适应性使其成为模拟防水煤柱的有效研究方法。本文在分析现场开采背景的基础上,提出了三区防水煤柱计算理论,并建立了数值模型进行对比分析。对比结果表明:(1)利用弹塑性理论和断裂理论可以计算扰动区和抗水区的厚度,而断裂区的厚度与现有探测技术和设备的精度成正相关。(2)对于数值模型结果,切向应力的增加与煤层开采距离和断层厚度呈正相关;断层大塑性区导致孔隙压力增加,最终增加了涌水风险。(3) 两种结果的一致性较好。理论结果具有安全裕度,说明三区理论是合理的,用于指导工程实际开采,保证工程顺利通过断层区。
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引用次数: 0
Design and Maintenance Optimisation of Substation Automation Systems: A Multiobjectivisation Approach Exploration 变电站自动化系统的设计与维护优化:多目标化方法探索
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-06 DOI: 10.1155/2024/9390545
A. Cacereño, David Greiner, Andrés Zuñiga, B. Galván
Substation automation systems (SAS) are critical infrastructures whose design and maintenance must be optimised to guarantee a suitable performance. In order to provide a collection of solutions that balance availability and cost, this paper explores the optimisation of the design and maintenance of a section of SAS. Multiobjective evolutionary algorithms are combined with discrete event simulation while the performance of two state-of-the-art multiobjective evolutionary algorithms is studied. On the one hand, the nondominated sorting genetic algorithm II (NSGA-II), and on the other hand, the S-metric selection evolutionary multiobjective optimisation algorithm (SMS-EMOA). Such a problem is solved from 2 and 3-objective approaches by attending to the multiobjectivisation concept. The robustness of the methodology is brought to light, and benefits were observed from the multiobjectivisation approach. Decision-makers can employ this knowledge to make informed decisions based on economic and reliability criteria.
变电站自动化系统(SAS)是重要的基础设施,必须对其设计和维护进行优化,以保证其具有合适的性能。为了提供一系列兼顾可用性和成本的解决方案,本文探讨了如何优化一段 SAS 的设计和维护。多目标进化算法与离散事件模拟相结合,同时研究了两种最先进的多目标进化算法的性能。一方面是非支配排序遗传算法 II(NSGA-II),另一方面是 S-度量选择进化多目标优化算法(SMS-EMOA)。通过关注多目标概念,从 2 目标和 3 目标方法来解决此类问题。该方法的稳健性得到了体现,多目标化方法也带来了益处。决策者可以利用这些知识,根据经济性和可靠性标准做出明智的决策。
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引用次数: 0
Effect of Source Type on Pore Structure and Properties of Aerated Geopolymer Concrete 源类型对加气土工聚合物混凝土孔隙结构和性能的影响
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-02 DOI: 10.1155/2024/8634552
Luma D. Mohammed, Ameer A. Hilal, Ghada H. Alwan
A study has been carried out to produce environmentally friendly lightweight concrete by substituting cement with alternative geopolymer binders. Fly ash and silica fume (waste materials) were used as source materials and their effect on pore structure and properties of aerated geopolymer concrete was evaluated. Autoclaved aerated concrete, locally known as thermostone, was supplied from the market and tested as a reference mix. Three aerated geopolymer concrete mixes (around 550 kg/m3 density) were produced by mixing source materials (fly ash and silica fume), activator solution (sodium silicate and sodium hydroxide), and aeration agent (aluminum powder). It was found that by not only enhancing the pore structure but also improving the binder medium, the aerated geopolymer mixes were stronger and less absorbed than the autoclaved aerated concrete mix. However, the thermal insulation of the aerated concrete mix was better than those of aerated geopolymer concrete mixes. In terms of the source material, it was found that usage of fly ash helped in enhancing the strength by about 100% of autoclaved aerated concrete. In addition, unless its lowest density, aerated geopolymer mix made with fly ash and silica fume in combination absorbed less water than the other investigated mixes. Adding superplasticizer to the geopolymer mix helped in enhancing its pore structure by making the pores smaller, their irregularity lesser, and their number higher. In general, an environmentally friendly lightweight material with strength and absorption better than those of autoclaved aerated concrete was produced by adopting a geopolymerization process.
一项研究通过用替代性土工聚合物粘结剂替代水泥来生产环保型轻质混凝土。以粉煤灰和硅灰(废料)为原料,评估了它们对加气土工聚合物混凝土孔隙结构和性能的影响。蒸压加气混凝土(当地称为热石)由市场供应,并作为参考混合物进行测试。通过混合源材料(粉煤灰和硅灰)、活化剂溶液(硅酸钠和氢氧化钠)和曝气剂(铝粉),生产出三种加气土工聚合物混凝土混合物(密度约为 550 kg/m3)。研究发现,与蒸压加气混凝土混合料相比,加气土工聚合物混合料不仅增强了孔隙结构,还改善了粘结介质,因此强度更高,吸水率更低。然而,加气混凝土拌合物的隔热性能却优于加气土工聚合物混凝土拌合物。在原材料方面,研究发现粉煤灰有助于提高蒸压加气混凝土强度约 100%。此外,使用粉煤灰和硅灰混合制成的加气土工聚合物混合料吸水率低于其他研究混合料,除非其密度最低。在土工聚合物混合料中添加超塑化剂有助于改善其孔隙结构,使孔隙更小、不规则程度更低、数量更多。总之,采用土工聚合工艺生产出了一种环保型轻质材料,其强度和吸水性均优于蒸压加气混凝土。
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引用次数: 0
Face-based Gender Classification Using Deep Learning Model 使用深度学习模型进行基于人脸的性别分类
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.07
Buraq Abed Ruda Hassan, Faten Abd Ali Dawood
Gender classification is a critical task in computer vision. This task holds substantial importance in various domains, including surveillance, marketing, and human-computer interaction. In this work, the face gender classification model proposed consists of three main phases: the first phase involves applying the Viola-Jones algorithm to detect facial images, which includes four steps: 1) Haar-like features, 2) Integral Image, 3) Adaboost Learning, and 4) Cascade Classifier. In the second phase, four pre-processing operations are employed, namely cropping, resizing, converting the image from(RGB) Color Space to (LAB) color space, and enhancing the images using (HE, CLAHE). The final phase involves utilizing Transfer learning, a powerful deep learning technique that can be effectively employed to Face gender classification using the Alex-Net architecture. The performance evaluation of the proposed gender classification model encompassed three datasets: the LFW dataset, which contained 1,200 facial images. The Faces94 dataset contained 400 facial images, and the family dataset had 400. The Transfer Learning with the Alex-Net model achieved an accuracy of 98.77% on the LFW dataset.Furthermore, the model attained an accuracy rate of 100% on both the Faces94 and family datasets. Thus, the proposed system emphasizes the significance of employing pre-processing techniques and transfer learning with the Alex-Net model. These methods contribute to more accurate results in gender classification. Where, the results achieved by applying image contrast enhancement techniques, such as HE and CLAHE, were compared. CLAHE achieved the best facial classification accuracy compared to HE.
性别分类是计算机视觉中的一项关键任务。这项任务在监控、营销和人机交互等多个领域都具有重要意义。在这项工作中,提出的人脸性别分类模型包括三个主要阶段:第一阶段涉及应用 Viola-Jones 算法检测人脸图像,其中包括四个步骤:1) 哈尔类特征;2) 积分图像;3) Adaboost 学习;4) 级联分类器。在第二阶段,采用了四种预处理操作,即裁剪、调整大小、将图像从(RGB)色彩空间转换到(LAB)色彩空间,以及使用(HE、CLAHE)增强图像。最后一个阶段是利用转移学习,这是一种强大的深度学习技术,可以有效地利用 Alex-Net 架构进行人脸性别分类。对所提出的性别分类模型的性能评估包括三个数据集:LFW 数据集包含 1200 张面部图像。Faces94 数据集包含 400 张面部图像,家庭数据集有 400 张。使用 Alex-Net 模型的迁移学习在 LFW 数据集上的准确率达到了 98.77%,此外,该模型在 Faces94 和家庭数据集上的准确率都达到了 100%。因此,所提出的系统强调了在 Alex-Net 模型中采用预处理技术和迁移学习的重要性。这些方法有助于获得更准确的性别分类结果。其中,比较了应用 HE 和 CLAHE 等图像对比度增强技术所取得的结果。与 HE 相比,CLAHE 的面部分类准确率最高。
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引用次数: 0
Experimental Investigation about the Effects of Blockage on Upstream Box Culverts 关于堵塞对上游箱形暗渠影响的实验研究
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.09
Duaa Amir H. Al-kmoly, H. Q. Majeed
This experimental study focuses on scouring in box culvert inlets under steady-state conditions and at different percentages of blockage ranging from 0% to 65%, and also looks at the hydraulics of water in the culvert. The investigation shows that the blockage of the culverts has influenced the scouring pattern at the blocked culverts' entrances. Ten experiments were carried out at the laboratory to see how blockage impacts the scouring pattern upstream of a box culvert during steady flow. Both partially blocked and unblocked cases were implemented in this study. The experimental tests were done until the equilibrium scour occurred, which took about 3.5 hours of water flow to reach equilibrium conditions.  The results revealed that the blockage will increase the water depth at the inlet by about 30%–50%, which may affect the safety of structures or cause culvert failure. In addition, the results discovered that the maximum scour depth, which inversely correlated with the obstruction upstream of the box culvert, increased with increasing discharge. 
本实验研究的重点是箱形暗渠入口在稳定状态下以及 0% 至 65% 不等的淤塞率下的冲刷情况,同时还考察了暗渠中的水力学情况。调查显示,暗渠的堵塞影响了堵塞暗渠入口处的冲刷模式。在实验室进行了 10 次实验,以了解在稳定流情况下,堵塞如何影响箱涵上游的冲刷模式。在这项研究中,既有部分堵塞的情况,也有未堵塞的情况。实验测试一直进行到冲刷达到平衡为止,大约需要 3.5 个小时的水流才能达到平衡条件。 结果显示,堵塞会使进水口处的水深增加约 30%-50%,可能会影响结构物的安全或导致涵洞失效。此外,结果还发现,最大冲刷深度与箱涵上游的障碍物成反比,随着排水量的增加而增加。
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引用次数: 0
Investigate IPD Factors' Effect on Value Engineering for the Communication Sector in Iraq 调查 IPD 因素对伊拉克通信行业价值工程的影响
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.06
Prween S. Majeed, Mervit R. ALTaie
Integrated project delivery is collaboratively applying the skills and knowledge of all participants to optimize the project's results, increase owner value, decrease waste, and maximize efficiency during the design, fabrication, and construction processes. This study aims to determine IPD criteria positively impacting value engineering. To do this, the study has considered 9 main criteria according to PMP classification that already covers all project phases and 183 sub-criteria obtained from theoretical study and expert interviews (fieldwork). In this study, the SPSS (V26) program was used to analyze the main criteria and sub-criteria priorities from top to bottom according to their values of the Relative Importance Index. The results of this study have clarified the) Project stockholders Management ( as the most significant main criteria with RII (74%) and (Stakeholders, work team, customers, suppliers, and project managers' support improve the probability of project implementation on the ground) as the most significant sub-criteria with (RII) (91%)
综合项目交付是在设计、制造和施工过程中,协同应用所有参与者的技能和知识,优化项目成果,提高业主价值,减少浪费,最大限度地提高效率。本研究旨在确定对价值工程产生积极影响的 IPD 标准。为此,本研究根据 PMP 分类考虑了 9 个主要标准,这些标准已涵盖项目的所有阶段,并考虑了从理论研究和专家访谈(实地考察)中获得的 183 个次级标准。本研究使用 SPSS(V26)程序,根据相对重要性指数值,从上到下分析了主要标准和次级标准的优先次序。研究结果明确了)项目股东管理(是最重要的主要标准,相对重要指数为 74%)和(利益相关者、工作团队、客户、供应商和项目经理的支持提高了项目实施的可能性)是最重要的次级标准,相对重要指数为 91%)。
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引用次数: 0
Significant Safety Factors Affecting the Safety Performance in Iraqi Construction Projects 影响伊拉克建筑项目安全绩效的重要安全因素
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.03
Qutaiba Qahtan Qaddoori, H. K. Breesam
Despite recent attempts to improve safety in the construction sector, this sector is considered dangerous and unsafe. Iraq is one of the emerging nations that suffers from a lack of construction safety management. In 2018, the construction sector in Iraq was responsible for 38% of all industrial accidents. Creating a safety program minimizes this problem by making safety an intrinsic part of construction projects. As a result, this article aims to identify the crucial safety factors that affect the safety performance in Iraqi construction projects. After conducting a critical literature review of the related literature, a list of 35 sub-factors classified into nine categories of main factors was chosen to rank each factor according to significance. A total of 100 sets of questionnaires were delivered to respondents in various construction projects. It was discovered that the "Management Practices" factor was considered the most key safety performance factor among all the main factors. The results also showed that among all the sub-factors, "Personal protective equipment," "First aid and medical care," and "Contractor's site safety program" were considered the most influential sub-factors. Furthermore, "drug and alcohol tests for workers" are the least important safety sub-factors. On the other hand, five sub-factors were excluded as being unimportant and not affecting safety performance. 
尽管最近试图改善建筑行业的安全状况,但该行业仍被认为是危险和不安全的。伊拉克是缺乏建筑安全管理的新兴国家之一。2018 年,伊拉克建筑行业发生的事故占所有工业事故的 38%。通过将安全作为建筑项目的固有组成部分,创建安全计划可将这一问题降至最低。因此,本文旨在确定影响伊拉克建筑项目安全绩效的关键安全因素。在对相关文献进行批判性的文献综述后,选择了一份 35 个子因素的清单,分为九类主要因素,并根据重要性对每个因素进行了排序。共向不同建筑项目的受访者发放了 100 套调查问卷。结果发现,在所有主要因素中,"管理实践 "因素被认为是最关键的安全绩效因素。结果还显示,在所有子因素中,"个人防护设备"、"急救和医疗 "以及 "承包商的现场安全计划 "被认为是最有影响力的子因素。此外,"工人的药物和酒精测试 "是最不重要的安全子因素。另一方面,有五个子因素因不重要且不影响安全绩效而被排除在外。
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引用次数: 0
Improving Press Bending Production Quality through Finite Element Simulation: Integration CAD and CAE Approach 通过有限元模拟提高冲压弯曲生产质量:集成 CAD 和 CAE 方法
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.02
Erico Sofyan Chrissandhi, Eko Pujiyanto, Tonny A. Yuniarto
Efficient operations and output of outstanding quality distinguish superior manufacturing sectors. The manufacturing process production of bending sheet metal is a form of fabrication in the industry of manufacture in which the plate is bent using punches and dies to the angle of the work design. Product quality is influenced by plate material selection, which includes thickness, type, dimensions, and material. Because no prior research has concentrated on this methodology, this research aims to determine V-bending capacity limits utilizing the press bending method. The inquiry employed finite element analysis (FEA), along with Solidworks was the tool of choice to develop drawings of design and simulations. The ASTM E290 standard guides this study. The software in this package may combine CAD (Computer-Aided Design) and CAE (Computer-Aided Engineering) without requiring extra design applications. This study tested SPCC and SPHC plate materials with five thickness variations. The findings embrace the number of failure risks associated with press bending exhibited on the von Mises stress diagram, which is directly proportional to showing the thickness limit of each material type throughout the bending process. The study's findings lay the groundwork for improving manufacturing quality by lowering the number of faulty goods produced by trial and error. Because the maximum allowable die width is 12 mm, the thickness limit of the press bending process is 2 mm. However, due to the greater intensity of the SPCC material, it has a reduced defect rate compared to SPHC material.
高效的操作和出色的质量使卓越的制造部门脱颖而出。弯曲金属板的制造工艺生产是制造业中的一种制造形式,使用冲头和模具将板材弯曲到工作设计的角度。产品质量受板材材料选择的影响,包括厚度、类型、尺寸和材料。由于之前的研究没有集中在这一方法上,因此本研究旨在利用冲压弯曲法确定 V 形弯曲的能力极限。研究采用了有限元分析 (FEA),并选用 Solidworks 作为设计和模拟图纸的开发工具。ASTM E290 标准为本研究提供了指导。该软件包中的软件可以将 CAD(计算机辅助设计)和 CAE(计算机辅助工程)结合起来,而不需要额外的设计应用程序。本研究测试了五种厚度变化的 SPCC 和 SPHC 板材料。研究结果表明,von Mises 应力图上显示的与压弯相关的失效风险数量,与在整个弯曲过程中显示每种材料的厚度极限成正比。研究结果为通过减少试错生产的次品数量来提高制造质量奠定了基础。由于允许的最大模具宽度为 12 毫米,因此压弯工艺的厚度极限为 2 毫米。然而,由于 SPCC 材料的强度更高,与 SPHC 材料相比,其缺陷率更低。
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引用次数: 0
Strengthening of GFRP Reinforced Concrete Slabs with Openings 带开口的 GFRP 钢筋混凝土板的加固
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.10
Mohammed Abas Golham, A. H. A. Al-Ahmed
Using fiber-reinforced polymer (FRP) could effectively improve the strength and endurance of reinforced concrete (RC) constructions. This study evaluated the flexural behavior of one-way concrete slabs with openings reinforced with glass fiber-reinforced polymers (GFRP) bars. It strengthened using carbon fiber-reinforced polymer (CFRP) sheets around the openings. The experimental program of this study is adopted by casting and testing four one-way concrete slabs with dimensions of (150*750*2650) mm. These slabs are divided into two groups based on whether they were strengthened or un-strengthened. For each group, two different openings (either one rectangular or two square) measured 250*500 mm and 250*250 mm, respectively, were fabricated within the pure flexural zone of the specimens. The experimental results indicate that using CFRP strips increases the maximum load capacity by around 29% for the slab with one rectangular opening and 21% for the slab with two square openings compared to the un-strengthened slabs. On the other hand, the deflection at a service load is decreased by about 35% and 37% for the slabs mentioned above, respectively. 
使用纤维增强聚合物(FRP)可以有效提高钢筋混凝土(RC)结构的强度和耐久性。本研究评估了用玻璃纤维增强聚合物(GFRP)条加固的带有开口的单向混凝土板的抗弯行为。该研究还使用碳纤维增强聚合物(CFRP)片材对开口周围进行了加固。本研究采用的实验方案是浇注和测试四块单向混凝土板,尺寸为 (150*750*2650) mm。这些混凝土板按加固或未加固分为两组。每组都在试样的纯挠曲区制作了两个不同的开口(一个长方形或两个正方形),尺寸分别为 250*500 毫米和 250*250 毫米。实验结果表明,与未加固的楼板相比,使用 CFRP 带的楼板的最大承载能力提高了约 29%,而使用两个方形开口的楼板的最大承载能力提高了 21%。另一方面,上述楼板在使用荷载下的挠度分别减少了约 35% 和 37%。
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引用次数: 0
An Electronic and Web-Based Authentication, Identification, and Logging Management System 基于网络的电子认证、识别和日志管理系统
IF 2.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-01-01 DOI: 10.31026/j.eng.2024.01.01
A. Ibhaze, Onyekachukwu A. Aribeana
The need for participants’ performance assessments in academia and industry has been a growing concern. It has attendance, among other metrics, is a key factor in engendering a holistic approach to decision-making. For institutions or organizations where managing people is an important yet challenging task, attendance tracking and management could be employed to improve this seemingly time-consuming process while keeping an accurate attendance record. The manual/quasi-analog approach of taking attendance in some institutions could be unreliable and inefficient, leading to inaccurate computation of attendance rates and data loss. This work, therefore, proposes a system that employs embedded technology and a biometric/ web-based application to enhance attendance management. The hardware encompasses the integration of an ESP8266 NodeMCU and the biometric AS608 fingerprint sensor interfaced with the database for which the front-end and back-end integration was through the React framework. The system uses a web application that displays the attendance results and scheduled course data from its database, provides feedback to lecturers on which student missed classes and calculates a student’s average attendance for the semester. By implementing this system, the accuracy of student attendance is expected to experience an appreciable improvement, eliminate proxy signing, provide a more secure alternative for attendance recording, curtail tardiness to classes, and ultimately improve student productivity on execution.
学术界和产业界对参与者绩效评估的需求日益受到关注。除其他指标外,出勤率也是促成全面决策的关键因素。对于机构或组织而言,人员管理是一项重要而又具有挑战性的任务,因此可以采用考勤跟踪和管理来改进这一看似耗时的过程,同时保持准确的考勤记录。一些机构采用的人工/准模拟考勤方法可能不可靠、效率低,导致出勤率计算不准确和数据丢失。因此,这项工作提出了一个采用嵌入式技术和生物识别/网络应用程序的系统,以加强考勤管理。硬件包括一个 ESP8266 NodeMCU 和与数据库连接的生物识别 AS608 指纹传感器,前端和后端通过 React 框架集成。该系统使用一个网络应用程序,显示数据库中的考勤结果和预定课程数据,向讲师反馈哪些学生缺课,并计算学生的学期平均出勤率。通过实施该系统,学生考勤的准确性有望得到明显改善,消除代理签名现象,为考勤记录提供更安全的替代方案,减少上课迟到现象,并最终提高学生的执行效率。
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引用次数: 0
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