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Lithium-Ion Battery Classification and Detection Using an Optimal Machine Learning Algorithm 基于最优机器学习算法的锂离子电池分类与检测
None Vineetha . K, None S. Vilma Veronica, None S. Hemalatha, None G. Suresh
In today's civilization, lithium-ion batteries (LIBs) are essential energy storage technologies. In terms of energy density, power density, cycle life, safety, etc., the performance and cost are still unsatisfactory. Traditional "trial-and-error" procedures necessitate a large number of time-consuming trials to further enhance battery performance. The End-of-life (EOL) LIBs come in a variety of shapes and sizes, which makes it difficult to automate a few unit processes (such cell-level disassembly) of the recycling process. Meanwhile, LIBs contain dangerous and combustible components, posing serious risks to human exposure. In this paper, we anticipate the various crystal system types based on the system's LIB using an optimal machine learning (OML) approach.
在当今的文明中,锂离子电池(LIBs)是必不可少的储能技术。在能量密度、功率密度、循环寿命、安全性等方面,性能和成本仍不尽人意。传统的“试错”程序需要大量耗时的试验来进一步提高电池性能。报废(EOL) lib有各种形状和大小,这使得回收过程中的一些单元过程(如细胞级拆卸)难以自动化。同时,lib含有危险和可燃成分,对人体暴露构成严重风险。在本文中,我们使用最优机器学习(OML)方法预测了基于系统LIB的各种晶体系统类型。
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引用次数: 0
Prognosis of Hyper Triglycerides Using Data Science and Machine Learning 使用数据科学和机器学习预测高甘油三酯
None S. Alagu Thangam, None S. Vilma Veronica, None G. Suresh, None S. Hemalatha
Triglycerides are a type of fat. They are the most common type of fat in our body. They emanate from foods, especially butter, oils, and other fats we eat and also come from extra calories. These are the calories that we eat, but our body does not need right away. Our body naturalizes these extra calories into triglycerides and stores them in fat cells. When our body needs energy, it disseminates the triglycerides. Our VLDL cholesterol particles carry the triglycerides to our tissues. Hyper triglycerides can increase the risk of heart diseases in particular, CAD, stroke, liver, kidney and other chronic diseases. In recent years Data science is one of the progressing demense due to the profusion of data sources and resulting data. The realm of healthcare is substantially ameliorated from Data science and Machine Learning applications because of these intuitive solutions. Using Data science techniques and Machine learning algorithms with ANN, we can prognoses the disease. The WHF dossier says that every year nearly 4.4 million death occurs due to heart diseases and WHO says that nearly 2.6 million deaths occur due to cholesterol.
甘油三酯是一种脂肪。它们是我们体内最常见的脂肪。它们来自食物,尤其是黄油、油和我们吃的其他脂肪,也来自额外的卡路里。这些是我们摄入的卡路里,但我们的身体并不需要立即摄入。我们的身体将这些额外的卡路里自然转化为甘油三酯,并将它们储存在脂肪细胞中。当我们的身体需要能量时,它会散播甘油三酯。我们的VLDL胆固醇颗粒将甘油三酯运送到我们的组织。高甘油三酯会增加患心脏病特别是冠心病、中风、肝、肾等慢性疾病的风险。近年来,由于数据来源和结果数据的丰富,数据科学是一个不断发展的领域。由于这些直观的解决方案,医疗保健领域从数据科学和机器学习应用程序中得到了极大的改善。利用数据科学技术和人工神经网络的机器学习算法,我们可以预测疾病。世界卫生基金会的档案说,每年有近440万人死于心脏病,世界卫生组织说,有近260万人死于胆固醇。
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引用次数: 0
Decision Analysis Using AHP and Kansei for Extracing Users's Emotional Factor of Information System 基于层次分析法和感性分析法的信息系统用户情感因素提取决策分析
None Ana Hadiana, None Fahmi Abdullah
In implementing an information system application based on particular users, one of the important consideration is to know users’ feelings through its interface. Kansei is a method for translating emotional feelings into a set of application element designs. The implementation of Kansei in the development of information system is to help the design of user interface based on the emotional feelings. The Analytical Hierarchy Process (AHP) method is effective as a solution for our research case of information system selection based on what users feel when interacting the system via its user interface, and we also used multivariate factor analysis as the comparison method. This research aimed to explore the information system application based on Kansei. In this case, we focused on open-source ERP systems as our research objects. The result of this research were to support the analysis of ERP according to the point of view of users’ emotional feeling using two methods. The results showed that there were different results between the two methods. However the Kansei word “Artistic” was an users’ emotion that had a great influence.
在实现基于特定用户的信息系统应用程序时,重要的考虑因素之一是通过其界面了解用户的感受。感性是一种将情感转化为一系列应用元素设计的方法。感性在信息系统开发中的实现是为了帮助基于情感感受的用户界面设计。层次分析法(AHP)方法有效地解决了我们的研究案例,即基于用户在通过用户界面与系统交互时的感受来选择信息系统,我们还使用了多元因素分析法作为比较方法。本研究旨在探讨基于感性的资讯系统应用。在这种情况下,我们将重点放在开源ERP系统上作为我们的研究对象。本研究结果以两种方法支持基于使用者情绪感受的ERP分析。结果表明,两种方法的结果不同。然而,感性词“艺术”是一种影响很大的用户情感。
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引用次数: 0
Growth Performance of Growing Rabbits Fed Graded Levels of Commercial and Locally Produced Groundnut Cakes 不同等级市售花生饼和土产花生饼对生长兔生长性能的影响
None Habiba Lami Mohammed, None Sa'aci Alhaji Zhitsu, None Mohammed Ibrahim, None Rebecca Ramatu Kolo, None Kubra Alhaji Shehu, None Ruth Jummai Ndagimba
Evaluate the growth performance of weaned rabbits fed diets containing varying levels of locally produced and commercial grade groundnut cake. Determine the nutrient digestibility of weaner rabbits fed diets containing varying levels of locally produced and commercial grade groundnut cake. Assess the carcass characteristics of weaner rabbits fed diets containing varying levels of locally produced and commercial grade groundnut cake. The results showed that final body, total body weight gain and daily weight gain and feed conversion ratio of the rabbits were significantly (P<0.05) influenced by the dietary treatments. However, total feed consumed and daily feed consumed of the rabbits were not significantly (P>0.05) different. Crude protein, crude fibre, ether extract and nitrogen free extract digestibility were significantly (P<0.05) affected by the dietary treatments. However, dry matter and ash digestibility are not influenced (P<0.05). Lungs result showed that G3 (5 % CGNC), G4 (10 % LGNC), G6 (20 % LGNC) and G7 (20 % CGNC) had no variation and similar trend was also observed on G2 (5 % LGNC), G4 (10 % LGNC), G5 (10 % CGNC) and G7 (20 % CGNC) respectively. G1 (Control) had least values throughout the treatment groups. The kidney result showed that G3, G5 and G7 were not significantly (P<0.05) different when compared. Likewise, G1 (Control), G2 (5 % LGNC), G4 (10 % LGNC), G5 (10 % CGNC) and G6 (10 % LGNC) were not varied. The result of intestine showed that G3 (5 % CGNC), G5 (10 % CGNC) and G7 (20 % CGNC) had the same intestine value than other groups. Likewise, similar trend was observed on G1 (Control), G2 (5 % LGNC) and G4 (20 % LGNC). On the other hand, lowest intestine value was recorded on G6 (20 % LGNC). Abdominal fat outcome indicated G1 (Control), G3 (5 % CGNC), G5 (10 % CGNC) and G6 (20 % LGNC) had more abdominal fat than other treatments However, least abdominal fat was observed on G2 (5 % LGNC) and G4 (5 % LGNC). Though, G4 (10 % LGNC) and 7 (20 % CGNC) were similar across the groups. It can be concluded that rabbits fed CGNC at 5 %, 10 % and 20 % had significant performance on and daily weight gain compare to those fed LGNC.The dry matter digestibility shows that there was no significant difference among the dietary groups.
评估饲粮中含有不同水平的本地生产和商业级花生饼的断奶兔的生长性能。测定饲粮中含有不同水平的本地生产花生饼和商业级花生饼的断奶兔的营养物质消化率。评估饲粮中含有不同水平的本地生产和商业级花生饼的断奶兔的胴体特性。结果表明:饲粮处理对兔的末重、总增重、日增重和饲料系数均有显著影响(P<0.05)。但两组间总采食量和日采食量差异不显著(P>0.05)。饲粮处理显著影响粗蛋白质、粗纤维、粗脂肪和无氮脂肪消化率(P<0.05)。干物质和灰分消化率不受影响(P<0.05)。肺部结果显示,G3 (5% CGNC)、G4 (10% LGNC)、G6 (20% LGNC)和G7 (20% CGNC)无变化,G2 (5% LGNC)、G4 (10% LGNC)、G5 (10% CGNC)和G7 (20% CGNC)也有类似的变化趋势。G1(对照组)在整个治疗组中值最小。肾脏结果显示,G3、G5、G7比较差异无统计学意义(p < 0.05)。同样,G1(对照组)、G2 (5% LGNC)、G4 (10% LGNC)、G5 (10% CGNC)和G6 (10% LGNC)没有变化。肠道结果显示,G3组(5% CGNC)、G5组(10% CGNC)和G7组(20% CGNC)的肠道价值与其他各组相同。同样,G1(对照组)、G2 (5% LGNC)和G4 (20% LGNC)也有类似的趋势。另一方面,G6时肠值最低(20% LGNC)。腹部脂肪结果显示,G1(对照组)、G3 (5% CGNC)、G5 (10% CGNC)和G6 (20% LGNC)组腹部脂肪比其他治疗组多,而G2 (5% LGNC)和G4 (5% LGNC)组腹部脂肪最少。然而,G4 (10% LGNC)和7 (20% CGNC)在各组之间相似。由此可见,5%、10%和20% CGNC饲粮兔的生产性能和日增重均显著高于LGNC饲粮兔。干物质消化率各组间差异不显著。
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引用次数: 0
Mechanism of Cement Deep Mixing and Design Method Improving Soft Ground in Mekong Delta 湄公河三角洲软土地基水泥深层搅拌机理及设计方法
None Nguyen Ngoc Thang
Soil improvement technique for embankment fill is often needed to rapidly improve the strength of the soft ground. In recent years, the cement deep mixing (CDM) method has been commonly used as an alternative to improve the soft soil foundation of embankment. This method is a reasonable solution used for several applications as to treat the soft soil behind the bridge abutment, to minimize settlement and enhance the bearing capacity of soil foundation for a storage tank, to support segmental retaining walls, and to prevent differential settlement between a new embankment over soft soil and existing embankment where the settlement has ceased. The stability of cement column stabilized embankments can be analyzed either by a numerical calculation method such as the finite element method (FEM) or by a limit equilibrium method. The numerical calculation methods require reliable material parameters as determined by field and laboratory tests or in-situ on excavated columns and on the unstabilized soil. Another method considering simplified method is limit equilibrium method. In analysis of this method, the stability of cement column is analyzed by assuming that failure of the cement columns and the soil.
为了快速提高软土地基的强度,往往需要采用路堤填筑土改良技术。近年来,水泥深层搅拌(CDM)法作为一种改善路堤软土地基的替代方法已被广泛采用。这种方法是一种合理的解决方案,可用于处理桥台后的软土,最大限度地减少沉降,提高储罐土壤基础的承载能力,支持分段挡土墙,防止软土上的新路堤与已停止沉降的现有路堤之间的差异沉降。水泥柱稳定路堤的稳定性既可以用有限元法等数值计算方法进行分析,也可以用极限平衡法进行分析。数值计算方法需要可靠的材料参数,这些参数是由现场和室内试验或在开挖柱和非稳定土上确定的。另一种考虑简化方法的方法是极限平衡法。在该方法的分析中,假设水泥浆柱与土发生破坏,分析了水泥浆柱的稳定性。
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引用次数: 0
DFT Study of Alanine Interactions with Carbon Nanotubes 丙氨酸与碳纳米管相互作用的DFT研究
None Baliram Lone
The biomolecule interactions with nanomaterials play crucial role for designing new material in wide range of practical applications. The physical adsorption mechanism of Alanine (Ala) molecules on surface of single walled carbon nanotubes (8,0) (SWNTs) were quantum chemically computed by applying DFT method. Thermodynamical extracted data indicates the complex of L-alanine-SWNT (8,0) favours binging mechanism. It depends on orientation of L-alanine molecules i.e., the weak binding is observed. We calculated various parameters including adsorption energy, HOMO-LUMO gap and density of states (DOS) on surface of SWNT. The amino acids L-alanine is responsible to release energy owing to its CH3, -COOH and -NH2 functional groups. There are no bonded interactions between Ala-SWNT (8,0) biomolecular complex system. Our results are useful in biomedical applications specifically for targeted drug delivery of L-Alanine, besides to this, the biosensors[1] can be used to check concentration level of alanine in patients to avoid delay in treatment as well.
生物分子与纳米材料的相互作用对于设计具有广泛实际应用的新材料起着至关重要的作用。应用DFT方法计算了丙氨酸(Ala)分子在单壁碳纳米管(SWNTs)表面的物理吸附机理。热力学提取数据表明l -丙氨酸- swnt(8,0)配合物有利于结合机制。它取决于l -丙氨酸分子的取向,即观察到弱结合。我们计算了SWNT表面吸附能、HOMO-LUMO间隙和态密度(DOS)等参数。氨基酸l -丙氨酸由于其CH3, -COOH和-NH2官能团负责释放能量。Ala-SWNT(8,0)生物分子复合物之间不存在键合相互作用。我们的研究结果对于l -丙氨酸靶向给药的生物医学应用非常有用,除此之外,生物传感器[1]还可以用于检查患者体内丙氨酸的浓度水平,以避免延误治疗。
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引用次数: 0
E-CARGO BICYCLE E-CARGO自行车
None Mr. J. Gnanaraj, None Narasimman M, None Praveen R, None Samuel Edison A
The previous year's research offered a model for forecasting parcel demand and simulating parcel delivery tours utilizing cargo bicycles. This year, the concept has been upgraded to include new components that improve the efficiency and sustainability of the cargo bicycle system.One of the newly additional components is the battery, which powers the cargo bicycle's engine. This allows the cyclist to go longer distances and carry larger weights while exerting less physical effort. The motor is controlled by a throttle, which allows the rider to modify the pace of the cargo bicycle as needed.Another new addition is the solar power tracker, which uses the power of the sun to replenish the battery when the cargo bicycle is parked or in use. This eliminates the need for external charging sources while also promoting sustainability through the use of renewable energy sources.The revised research highlights the benefits of employing cargo bicycles in urban delivery systems by modeling alternative shares of cargo bicycles and motorized vans, as well as changing micro depot densities and parcel demand intensities. According to the study, the newly added components improve the cargo bicycle system's efficiency and sustainability, making it a viable alternative to motorized delivery trucks in metropolitan settings.Overall, the new project is useful for urban planners and politicians interested in supporting sustainable mobility options. It demonstrates the use of cargo bicycles, particularly when integrated with cutting- edge technologies such as batteries, motors, throttles, and solar power trackers.
前一年的研究提供了一个预测包裹需求的模型,并利用货运自行车模拟包裹递送之旅。今年,这个概念已经升级,包括了新的组件,提高了货运自行车系统的效率和可持续性。新增加的部件之一是电池,它为货运自行车的发动机提供动力。这使得骑自行车的人可以走更远的距离,携带更大的重量,同时消耗更少的体力。马达由节流阀控制,这使得骑手可以根据需要调整货运自行车的速度。另一个新增加的是太阳能跟踪器,当货运自行车停放或使用时,它利用太阳的能量来补充电池。这消除了对外部充电源的需求,同时也通过使用可再生能源促进了可持续性。修订后的研究通过模拟货运自行车和机动货车的替代份额,以及改变微仓库密度和包裹需求强度,强调了在城市运输系统中使用货运自行车的好处。根据这项研究,新增加的组件提高了货运自行车系统的效率和可持续性,使其成为大都市环境中机动送货卡车的可行替代方案。总的来说,这个新项目对支持可持续交通选择的城市规划者和政治家很有用。它展示了货运自行车的使用,特别是当与电池、马达、油门和太阳能跟踪器等尖端技术相结合时。
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引用次数: 0
Construction of one thousand (1000) Capacity of Poultry House 建设能容纳1000人的鸡舍
None Habiba Lami Mohammed, None Rebecca Ramatu Kolo, None Ruth Jummai Ndagimba
Poultry housing is the important factor of Poultry farming and how to build Poultry pen is the common question for the producers. Basically the Poultry house is the main factor of keeping your birds healthy, fast growing and producing the maximum. The land was extremely cleared and the debris was packed with the use of Cutlass and rake. Immediately after the clearing of the grasses the setting and the marking out of the building was carried out to ease the process of construction. The foundation was dug to a depth of 0.45m and the width 0.45m to support the load of super structure above it. The site was measured to the length and the width of 21.75m by 9.2m which have the capacity of housing 1000 birds. The office measured to the length and width 2m by 7.7m and the toilet measured to the length and the width of 2m by 1.5m, the brooder and the store was measured to the length and the width of 2.55m by 6.25m, the store was measured to the length and width of 2.55m by 2.92m in order to ease the operation in the Poultry house.
禽舍是家禽养殖的重要因素,如何搭建禽舍是养殖户普遍关心的问题。基本上,鸡舍是保持家禽健康、快速生长和产量最大化的主要因素。土地被清理得非常干净,碎片被用弯刀和耙子填满。在清理完草地后,立即进行了建筑的设置和标记,以简化施工过程。基础挖深0.45m,宽度0.45m,以支撑上部结构的荷载。该基地长21.75米,宽9.2米,可容纳1000只鸟。办公室的长度和宽度分别为2米乘7.7米,卫生间的长度和宽度分别为2米乘1.5米,养鸡场和储藏室的长度和宽度分别为2.55米乘6.25米,储藏室的长度和宽度分别为2.55米乘2.92米,以方便禽舍内的操作。
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引用次数: 0
Composition and Diversity of Swamp Plants In Lawa District, Southeast Sulawesi 苏拉威西岛东南部拉瓦地区沼泽植物的组成和多样性
None Sitti Wirdhana Ahmad, None Indrawati, None Nurul Azizah, None Ida Usman1, None Damhuri, None Lili Darlian, None La Ode Muh. Munadi
This research aims to determine the composition and diversity of seasonal swamp plants in Kasiono Oe, Lawa District, West Muna Regency, Southeast Sulawesi, and analyze environmental factors that influence the growth of Kasiono Oe swamp plants. This research is descriptive-quantitative research carried out at 5 stations in the swamp area, namely Station I (Lianoghule River flow), station II (Mata River flow), station III (Soni River flow), station IV (near settlements) and Station V (near plantations ). Location determination uses the path and grid method with a width of 20x20 (for the tree phase) and the line method (for the seedling, sapling, and pole phase), installing transects 50 m long with a length of 100 m. The results of the research showed that the composition of plant species found in Station I was found to be 4 plant species totaling 115 individuals, Station II 9 species totaling 71 individuals, Station III 5 plant species totaling 49 individuals, station IV 5 species totaling 61 individuals and station IV 8 species totaling 109 individuals. The diversity index for the tree stratum was 1.03, the pole stratum 0.63, the sapling stratum 1.3, and the seedling stratum for Station II 1.09 and Station V 1.01. The highest uniformity index for the tree stratum was 0.943, and the lowest was 0.918. For the pole stratum, it was 0.91; the highest for the sapling stratum was 0.97. The lowest was 0.81, the highest for the seedling stratum was 0.99, and the lowest was 0.81.
本研究旨在确定苏拉威西岛东南部西穆纳县拉瓦区卡西奥诺奥沼泽季节性植物的组成和多样性,并分析影响卡西奥诺奥沼泽植物生长的环境因子。本研究采用描述性定量研究的方法,在沼泽区5个站点分别进行了描述定量研究,分别是1号站(利奥古勒河流量)、2号站(马塔河流量)、3号站(索尼河流量)、4号站(居民点附近)和5号站(人工林附近)。定位采用宽度为20x20的路径网格法(树形阶段)和线形方法(树苗阶段、树苗阶段、杆子阶段),设置长50 m、长100 m的横断面。研究结果表明:1站植物种类组成为4种115个个体,2站9种71个个体,3站5种49个个体,4站5种61个个体,4站8个109个个体。II站和V站的乔木层多样性指数分别为1.03、0.63、1.3和1.09。乔木层均匀度指数最高为0.943,最低为0.918。极层为0.91;树苗层最高为0.97。最低为0.81,幼苗层最高为0.99,最低为0.81。
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引用次数: 0
Integrated Optimum Design of a Torsion Spring-Compensated Automotive Engine Hood Linkage Mechanism 扭力弹簧补偿汽车发动机罩连杆机构的综合优化设计
None Onur Denizhan, None Meng-Sang Chew
A torsion spring-assisted automotive hood linkage with joint friction is statically balanced for its entire range of motion. The four-bar linkage dimensions are to be synthesized. Coulomb friction at the joints can assist in the balancing. The magnitude of friction at the joints are unknown, and so are the torsion spring characteristics. All the aforementioned unknowns are determined in an integrated procedure such that the linkage dimensions, joint friction as well as the torsion spring are all designed optimally together in one go. The objective is to require the lowest force to close and to open the engine hood, with the entire design procedure to be performed in just one-step. Only three specifications are known: The mass characteristics (weight and center of gravity location) of the hood, the two acceptable regions of the hinge locations either on the engine hood or on the car body, as well as, the closed and opened positions of the engine hood. Thirty different design configurations (scenarios) are investigated and the results are discussed. The optimal results for a torsion spring-assisted hood linkage when compared to a similar tension spring-assisted linkage, show much better load compensation characteristics: The magnitudes and fluctuations of the external lifting force are smaller. Moreover, problem specification for a torsion spring system is also simpler.
具有关节摩擦的扭力弹簧辅助汽车引擎盖连杆在其整个运动范围内是静态平衡的。四杆机构的尺寸要综合。接头处的库仑摩擦有助于平衡。关节处的摩擦力大小未知,扭力弹簧的特性也未知。所有上述的未知数都是在一个综合的过程中确定的,这样连杆尺寸,关节摩擦以及扭转弹簧都是一次性设计的最佳方案。其目标是需要最低的力来关闭和打开发动机罩,整个设计过程只需一步即可完成。只有三个规格是已知的:引擎盖的质量特性(重量和重心位置),发动机罩或车身上铰链位置的两个可接受区域,以及发动机罩的关闭和打开位置。研究了30种不同的设计配置(场景),并对结果进行了讨论。与类似的张力弹簧辅助连杆机构相比,扭转弹簧辅助连杆机构的最佳结果显示出更好的负载补偿特性:外部举升力的大小和波动更小。此外,扭力弹簧系统的问题说明也比较简单。
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引用次数: 0
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International Journal of Scientific Research in Science, Engineering and Technology
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