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Overview of Sleep and Fatigue at Indonesian Coal Mining Workers Working with Shift Work 印度尼西亚煤矿工人轮班工作的睡眠与疲劳概述
Pub Date : 2024-04-16 DOI: 10.4028/p-oroux1
Stevan Deby Anbiya Muhamad Sunarno, Keneth Sedilla, Takayuki Nishimura, Takafumi Maeda
Implementing shift work is a common practice to boost productivity in various industries. Despite its advantages in sustaining continuous business operations, shift work has negative effects on the physical health of its employees. Both immediate and long-term health effects may result from this kind of work. Acute health impacts of working in shifts include fatigue and loss of focus at work. However, it is unclear, whether there are differences between shift work and non-shift work in relation to sleep and fatigue, particularly among Indonesian coal mining workers. This cross-sectional study collected field data from a coal mining company in East Kalimantan, Indonesia, using the Pittsburgh Sleep Quality Index (PSQI) and the Epworth Sleepiness Scale (ESS). This study included 397 respondents classified as non-shift, 2-shift and 3-shift workers. It was found that (2-shift and 3-shift) sleep for around 30 minutes shorter than non-shift workers. The coal miners with the lowest sleep efficiency were those who worked two shifts. There are significance differences between sleep duration, sleep efficiency, educational attainment, working task, sleep quality, and fatigue among non-shift, 2-shift, and 3-shift workers. Working on shifts increases the level of fatigue and sleepiness at work. Coal mining operations are required to operate continuously, and working with shifts is inevitable. In contrast, shift work increases the danger of an accident and has a negative impact on one's health. Thus, to mitigate the risks associated with shift work, it is essential to have a well-managed shift work schedule that considers the unique characteristics of each worker.
实行轮班工作是各行各业提高生产率的普遍做法。尽管轮班工作在维持企业持续运营方面具有优势,但它也会对员工的身体健康产生负面影响。这种工作可能会对健康造成直接和长期的影响。轮班工作对健康的急性影响包括工作疲劳和注意力不集中。然而,目前还不清楚轮班工作与非轮班工作在睡眠和疲劳方面是否存在差异,尤其是在印尼煤矿工人中。这项横断面研究采用匹兹堡睡眠质量指数(PSQI)和埃普沃斯嗜睡量表(ESS),从印度尼西亚东加里曼丹的一家煤矿公司收集了实地数据。这项研究包括 397 名受访者,分为非倒班工人、两班制工人和三班制工人。研究发现,两班制和三班制工人的睡眠时间比非两班制工人短约 30 分钟。两班制煤矿工人的睡眠效率最低。非倒班工人、两班制工人和三班制工人的睡眠时间、睡眠效率、教育程度、工作任务、睡眠质量和疲劳程度之间存在显著差异。轮班工作会增加工作时的疲劳和困倦程度。煤矿开采需要连续作业,轮班工作不可避免。相比之下,轮班工作会增加事故的危险性,并对个人健康产生负面影响。因此,要降低轮班工作带来的风险,就必须制定管理完善的轮班工作时间表,并考虑到每个工人的特殊性。
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引用次数: 0
Application of Optical Character Recognizer Prototype and Convulsion Neural Network for Vehicle License Plate Detection 将光学字符识别原型和震荡神经网络应用于车辆牌照检测
Pub Date : 2024-04-16 DOI: 10.4028/p-2fj9dn
Fuad Achmadi, Fathur Rachman Nufaily, Afdi Fauzul Bahar, Shofwatul Uyun
License plates play an important role in vehicle identification in a variety of applications such as traffic safety, parking management, and traffic enforcement. In this study, we propose the development of license plate recognition applications using optical character recognition (OCR) and convolutional neural network (CNN) techniques. The OCR method is used to recognize characters on license plates and the CNN method is used to recognize license plates in images. The purpose of this research is to develop a system that can automatically recognize and recognize license plates in images. The OCR method accurately recognizes the characters on the license plate. Additionally, the CNN method is employed to detect license plates with good accuracy, even in various formats of license plates. The proposed methods in this research are implemented in the form of an application using the Python programming language. The application takes vehicle images as input and produces text recognition of the license plate as output. Furthermore, the application can also display additional information such as date, time, location, and detected vehicle type. Through this research, it is expected that the license plate recognition application using OCR and CNN methods can contribute to improving efficiency and reliability in automatic license plate recognition. Moreover, this application also has the potential to be used in various security applications, traffic monitoring, and automatic vehicle recognition
在交通安全、停车管理和交通执法等多种应用中,车牌在车辆识别方面发挥着重要作用。在本研究中,我们提出利用光学字符识别(OCR)和卷积神经网络(CNN)技术开发车牌识别应用。OCR 方法用于识别车牌上的字符,CNN 方法用于识别图像中的车牌。这项研究的目的是开发一个能够自动识别和识别图像中车牌的系统。OCR 方法能准确识别车牌上的字符。此外,还采用了 CNN 方法,即使在车牌格式各异的情况下,也能准确检测出车牌。本研究提出的方法以应用程序的形式使用 Python 编程语言实现。该应用程序将车辆图像作为输入,并将车牌的文本识别作为输出。此外,应用程序还能显示日期、时间、地点和检测到的车辆类型等附加信息。通过这项研究,使用 OCR 和 CNN 方法的车牌识别应用程序有望提高车牌自动识别的效率和可靠性。此外,该应用还有可能用于各种安全应用、交通监控和车辆自动识别。
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引用次数: 0
A Systematic Literature Review on the Methods of Breast Cancer Classification 关于乳腺癌分类方法的系统文献综述
Pub Date : 2024-04-16 DOI: 10.4028/p-t12vxu
Shofwatul Uyun, Nida Muhliya Barkah, Irma Eryanti Putri, Nur Faridah
Cancer is the second most common cause of death in the world. WHO notes, deaths caused by cancer will reach 10 million cases in 2021. Of many cancers, breast cancer is a cancer with the most cases. Early diagnosis of breast cancer plays an important role in the treatment process. Various imaging methods, including magnetic mammography, are used to diagnose breast cancer. With the help of machine learning, the process of diagnosing breast cancer with mammography images is more precise and accurate. Various machine-learning methods have been developed by researchers to diagnose breast cancer. Among them is a deep learning method that can achieve good feature representation and can solve the problem of image classification and object localization. Through a systematic literature review, this research collects and analyzes related studies regarding the classification of breast cancer that have been done previously. Several aspects that will be evaluated include the methods used, data sources used, and accuracy of the method used. This research is expected to provide clear knowledge about the advantages and disadvantages of using artificial intelligence techniques for breast cancer classification. The results of this study can provide insight for researchers and medical practitioners in the further development and application of deep learning methods in the diagnosis and classification of breast cancer.
癌症是全球第二大常见死因。世卫组织指出,到 2021 年,因癌症死亡的人数将达到 1 000 万例。在众多癌症中,乳腺癌是发病率最高的癌症。乳腺癌的早期诊断在治疗过程中起着重要作用。包括乳腺磁共振成像在内的各种成像方法被用于诊断乳腺癌。在机器学习的帮助下,利用乳腺 X 射线图像诊断乳腺癌的过程变得更加精确和准确。研究人员开发了多种机器学习方法来诊断乳腺癌。其中,深度学习方法可以实现良好的特征表示,并能解决图像分类和对象定位问题。本研究通过系统的文献综述,收集并分析了以往关于乳腺癌分类的相关研究。评估的几个方面包括所使用的方法、所使用的数据源以及所使用方法的准确性。本研究有望提供有关使用人工智能技术进行乳腺癌分类的优缺点的明确知识。本研究的结果可为研究人员和医疗从业人员进一步开发和应用深度学习方法进行乳腺癌诊断和分类提供启示。
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引用次数: 0
Design for Manufacturing and Assembly for Holzwig-Based Dining Chairs and Table 霍尔茨维格餐椅和餐桌的制造与装配设计
Pub Date : 2024-04-16 DOI: 10.4028/p-2egadr
Indro Prakoso, Anriady Miftahul Putra, Maria Krisnawati, S. Waluyo
Due to the good potential of Holzewig products, which resemble the function of wood, PT. Pracetak Bangun Indonesia plans to make finished products ready for use by the general public. Because there are several constraints in the production process, such as product design, the product manufacturing process, and the assembly process, planning and design processes are needed. one that can be used to make production process choices, namely the Design for Manufacture and Assembly (DFMA) and Activity-Based Costing (ABC) methods for calculating the cost of production. By using the DFMA method to find proposals for the production process, the process of making a design proposal is not much different from the process of making a set of chairs and a dining table made of wood; it's just that there are some differences due to the different materials used, so that the types of tools and assembly materials are different. The cost of goods sold obtained for making a set of chairs and tables consisting of 2 chairs and 1 table is 987,333.73. Holzewig material can be used in place of wood as an alternative for furniture products because its overall weighing value is just 0,001 less than that of wood.
由于 Holzewig 产品与木材功能相似,潜力巨大,PT.Pracetak Bangun Indonesia 计划生产成品,供大众使用。由于生产过程中存在多个制约因素,如产品设计、产品制造过程和装配过程,因此需要规划和设计过程。其中一个可用于进行生产过程选择的方法,即用于计算生产成本的制造和装配设计法(DFMA)和基于活动的成本计算法(ABC)。通过使用 DFMA 方法来寻找生产流程方案,制作设计方案的过程与制作一套椅子和一张木制餐桌的过程并无太大区别,只是由于使用的材料不同,因此工具和装配材料的类型也不同,从而存在一些差异。制作一套由 2 把椅子和 1 张桌子组成的桌椅的销售成本为 987 333.73 美元。Holzewig 材料可以代替木材作为家具产品的替代品,因为它的总重量仅比木材少 0.001 公斤。
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引用次数: 0
Implementation of Taguchi Method to Assessment Workspace Design 采用田口方法评估工作空间设计
Pub Date : 2024-04-16 DOI: 10.4028/p-erin9z
Chadziqatun Najilatil Mazda, Ira Setyaningsih
In order to have a good workspace design, it takes a series of activities consisting of several stages. Starting from the design planning stage, design testing/ experimentation, design analysis, selection of the best design, to design implementation. This research was conducted to evaluate workspace designs using the Taguchi method. In this study, four factors were determined as elements of the workspace environment: the level of lighting, noise, temperature, and aroma of the room. Taguchi orthogonal array design produces 8 experiments obtained from a combination of 4 factors and 2 levels. Experimental activities in the form of the influence of the physical work environment on the resulting typing speed. The research sample in each experiment was 30 responses. The experimental results were analyzed using the Taguchi method with the help of Minitab software. In the analysis of the larger the better factor, based on the ranking, it is found that three factors have amajor influence on typing speed: lighting using room lights, not adding sound (noise), and regulating the room temperature to keep it cool. The ANOVA results show that lighting, noise, and temperature factors significantly affect typing speed. It is known that the calculated F value of the lighting factor is 42.10, noise is 12.22 and temperature is 14.45, all of which are greater than the F table of 4.07. The results of this study can be used as managerial evaluation material for companies to design workspaces by prioritizing bright lighting, not too noisy, and cool temperature of room.
要想设计出一个好的工作空间,需要开展一系列活动,其中包括几个阶段。从设计规划阶段开始,到设计测试/实验、设计分析、选择最佳设计,再到设计实施。本研究采用田口方法对工作空间设计进行评估。在这项研究中,有四个因素被确定为工作空间环境的要素:房间的照明水平、噪音、温度和香气。田口正交阵列设计从 4 个因素和 2 个水平的组合中产生 8 个实验。实验活动的形式是物理工作环境对由此产生的打字速度的影响。每个实验的研究样本为 30 个响应。在 Minitab 软件的帮助下,使用田口方法对实验结果进行了分析。在分析越大越好的因素时,根据排序,发现有三个因素对打字速度有主要影响:使用室内灯光照明、不增加声音(噪音)和调节室内温度以保持凉爽。方差分析结果表明,照明、噪音和温度因素对打字速度有显著影响。据了解,照明因素的计算 F 值为 42.10,噪音为 12.22,温度为 14.45,均大于 F 表中的 4.07。这项研究的结果可作为管理评价材料,供企业在设计工作空间时优先考虑明亮的照明、不太嘈杂的噪音和凉爽的室温。
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引用次数: 0
Exploring Sacred Texts: Leveraging Computer Science for Dataset Similarity Analysis in Religious Studies 探索神圣文本:利用计算机科学进行宗教研究中的数据集相似性分析
Pub Date : 2024-04-16 DOI: 10.4028/p-ke3xms
Muhammad Raffiudin
Studying the Quran and the Hadith side by side can help us understand that the two are fundamental and two main resources and essential wellspring of Islamic knowledge and law. There are many debates about similarities between those holy scriptures from many famous preachers and scholars. Technology can be used as an alternative solution to solve these problems. There are at least two overall approaches to determine text-similarity; the vector space model and semantic similarity —define the similarity or the distance. The similarity between words is often represented by a similarity between concepts associated with the words. This paper presents a method for identifying semantic sentence similarity among each sentence from each dataset using semantic relation of word senses between different synsets using WordNet path similarity and Wu-Palmer similarity. This method is also evaluated and has acceptable accuracy. Although both Path Similarity and Wu-Palmer Similarity successfully identify the similarity between two sentences; still, they have slightly different accuracy. The Wu-Palmer similarity is superior to path similarity when identifying sentences between Quran Sahih International and An-Nawawi Forty Hadith Translation. Looking ahead, we might be able to improve our results by using multipliers such as reverse document frequency (TF-IDF), combining the results of several steps in WordNet similarity, using vector space models, and optimal matching methods.
并排研读《古兰经》和《圣训》可以帮助我们理解,这两部经书是伊斯兰知识和法律的两大基本资源和重要源泉。许多著名的传教士和学者都对这两部圣典之间的相似之处进行过多次辩论。技术可以作为解决这些问题的替代方案。确定文本相似性的总体方法至少有两种:向量空间模型和语义相似性--定义相似性或距离。词与词之间的相似性通常用与词相关的概念之间的相似性来表示。本文提出了一种方法,利用 WordNet 路径相似性和 Wu-Palmer 相似性,利用不同语义集之间词义的语义关系来识别每个数据集中每个句子的语义句子相似性。我们还对该方法进行了评估,其准确性是可以接受的。虽然路径相似性和 Wu-Palmer 相似性都能成功识别两个句子之间的相似性,但它们的准确性略有不同。在识别《古兰经 Sahih International》和《安-纳维四十圣训译本》之间的句子时,Wu-Palmer 相似性优于路径相似性。展望未来,我们或许可以通过使用反向文档频率(TF-IDF)等乘数、结合 WordNet 相似性中多个步骤的结果、使用向量空间模型和最佳匹配方法来改进我们的结果。
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引用次数: 0
OHS Performance Assessment on Production Floor at PT. XYZ PT.XYZ 公司生产车间职业健康安全绩效评估XYZ
Pub Date : 2024-04-16 DOI: 10.4028/p-2w9zmr
Nurlaila Praditasari Goesman, Anisa Nurjannah, Indro Prakoso
PT. XYZ is a company that produces plywood, which in the production process uses many machines and equipment that have high potential hazards if not controlled. Key performance indicator (KPI) is a performance indicator measuring a length, processing time, tool life, and a measure of performance needed. The method used to normalize the value is Snorm De Boer (SNORM), where the lowest value will be given a value of 0 and the highest value will be given a value of 100. The purpose of this research is to measure the OSH performance on the production floor of PT. XYZ and could provide improvement suggestions for OSH performance on the production floor at PT. XYZ based on the level of value obtained. The results: total value of OSH performance in rotary area is 21.00, press dryer area is 43.91, repair area is 60.59, glue spreader area is 56.61, cold press area is 47.08, hot press area is 55.76, sander calibration area is 48.57, sizer area is 69.86 and sander finish goods area is 84.25. The rotary area has the lowest OSH performance value because there is a process that has a high risk of work accidents but is not accompanied by OSH supporting facilities from the company. The proposed improvement of this research is cultivating the use of Personal Protective Equipment (PPE), administrative control which includes policies, SOP, safety sign, work and safety training, regular inspection and maintenance, and applicate 5S, also engineering control by creating a special soundproof room for machines with high noise levels.
PT.XYZ 是一家生产胶合板的公司,在生产过程中使用了许多机器和设备,如果不加以控制,这些机器和设备具有很大的潜在危险。关键绩效指标(KPI)是衡量长度、加工时间、工具寿命和所需绩效的绩效指标。对数值进行归一化处理的方法是 Snorm De Boer (SNORM),最低值为 0,最高值为 100。本研究的目的是衡量 PT.XYZ 公司生产车间的职业安全和健康绩效,并提出改进建议。XYZ 公司生产车间的职业安全和健康表现,并根据其职业安全和健康表现水平为其提供改进建议。XYZ 生产车间的职业安全和健康绩效提供改进建议。结果显示:旋转区域的职业安全和健康绩效总值为 21.00,压榨干燥区域为 43.91,修理区域为 60.59,涂胶区域为 56.61,冷压区域为 47.08,热压区域为 55.76,砂光机校准区域为 48.57,定型机区域为 69.86,砂光机成品区域为 84.25。旋转区域的职业安全和健康绩效值最低,因为该区域有一道工伤事故风险较高的工序,但公司没有提供职业安全和健康配套设施。本研究建议的改进措施包括培养个人防护设备(PPE)的使用、行政控制(包括政策、SOP、安全标志、工作和安全培训)、定期检查和维护、应用 5S 以及工程控制(为高噪音机器建立专门的隔音室)。
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引用次数: 0
International Conference on Functional Materials for Energy and Manufacturing (ICFMEM) 国际能源与制造功能材料会议(ICFMEM)
Pub Date : 2024-04-03 DOI: 10.4028/b-ld7lro
S. Harikrishnan, Paulo Cachim, Hafiz Muhammad Ali, Kamrul Hasan Talukder, Md. Shamim Ahsan, K.M. Pandey, H. Oztop
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引用次数: 0
Microstructural Characteristics, Hardness and Tribological Behavior of Additive Manufactured CM247LC Nickel Super Alloy 添加剂制造的 CM247LC 镍超级合金的微观结构特征、硬度和摩擦学行为
Pub Date : 2024-03-19 DOI: 10.4028/p-ykgu2z
C. Palanisamy, Raghu Raman, P. Olubambi
Nickel superalloys are being used in applications subjected due to its excellent creep and oxidation behavior. The CM247LC nickel based super alloy is considered due to its exceptional combination of high-temperature strength, creep resistance, oxidation/corrosion resistance, and mechanical properties suitable for applications, particularly in the aerospace industry. Though, unfavorable tribological behavior is primary challenge in gas turbine applications. Nickel-based superalloy CM-247LC was manufactured through laser powder bed fusion process under two different conditions. X-ray diffraction analysis (XRD) was carried out to study phases present in as built CM247LC alloy. Microhardness and tribological characteristics were investigated on the as built alloy. XRD spectrum was predominantly observed with γ and γ′ peaks. Presence of γ′ and MC carbides offered strengthening to the as built CM247LC alloy which enhanced the hardness and tribological properties. The wear rate of samples gets increased with increase in load applied during the wear test. Worn out surfaces were examined and it is observed that the predominant type of wear mechanisms as adhesion and abrasion.
镍基超级合金因其优异的抗蠕变和抗氧化性能而被广泛应用。CM247LC 镍基超级合金具有优异的高温强度、抗蠕变性、抗氧化性/抗腐蚀性和机械性能,适合各种应用,尤其是航空航天工业。不过,不利的摩擦学行为是燃气轮机应用中的主要挑战。镍基超合金 CM-247LC 是在两种不同条件下通过激光粉末床熔融工艺制造的。通过 X 射线衍射分析 (XRD) 研究了制造的 CM247LC 合金中存在的相。此外,还研究了成品合金的显微硬度和摩擦学特性。XRD 光谱主要观察到 γ 和 γ′ 峰。γ′和 MC 碳化物的存在增强了 CM247LC 合金的强度,从而提高了硬度和摩擦学性能。在磨损试验中,样品的磨损率随着施加载荷的增加而增加。对磨损表面进行检查后发现,主要的磨损机制是粘附和磨损。
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引用次数: 0
Mathematical Model of Unsteady MHD Couette Flow of Maxwell Viscoelastic Material and Heat Transfer with Ramped Wall Temperature 麦克斯韦粘弹性材料的非稳态 MHD Couette 流动及带斜坡壁温传热的数学模型
Pub Date : 2024-03-19 DOI: 10.4028/p-lt6gso
Karema Mundell-Thomas, V. Job
The time-dependent magnetohydrodynamic (MHD) Couette flow of Maxwell material in a rotating system with ramped wall temperature has been examined under Ohmic (Joule) heating. The Continuity equation, Cauchy’s equation of motion, the constitutive equation for the Maxwell model, and the energy equation with Ohmic heating with relevant initial and boundary conditions are all considered in obtaining a mathematical model for the investigation. The finite element technique is applied to numerically solve the non-dimensionalized governing equations using the mathematical software MATLAB. The values of Weissenberg number, Hartmann number, Eckert number, and angular velocity of the rotating system are varied, and their effects on the fluid temperature and velocity are shown graphically and discussed.
在欧姆(焦耳)加热条件下,研究了麦克斯韦材料在旋转系统中的随时间变化的磁流体力学(MHD)库特流,该旋转系统的壁面温度不断升高。在获得用于研究的数学模型时,考虑了连续性方程、考奇运动方程、麦克斯韦模型的构成方程以及欧姆加热下的能量方程和相关的初始条件和边界条件。利用数学软件 MATLAB,采用有限元技术对非尺寸化的控制方程进行数值求解。改变旋转系统的魏森堡数、哈特曼数、埃克特数和角速度的值,以图形显示并讨论它们对流体温度和速度的影响。
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引用次数: 0
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