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A Bibliometric Analysis of Management Bioenergy Research Using Vosviewer Application 利用Vosviewer应用程序对管理生物能源研究的文献计量分析
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.43328
H. Soegoto, E. S. Soegoto, S. Luckyardi, Agis Abdi Rafdhi
This study aims at analyzing and demonstrating bibliometric data analysis step by step using VOSViewer systematically. Step-by-step analysis was provided to make first-time users access and utilize VOSViewers more easily. This study provides data analysis regarding management bioenergy and its development throughout five years (2017–2021) by utilizing mapping tools in the VOSViewer. The method used was qualitative descriptive to describe the bibliometric analysis performance by producing network visualization of the chosen topic. From the search results, 1000 relevant published journals were found, ranging from 2017–2021, which were then grouped into five categories according to their published year. After grouping the journal data, we discovered that the total number of articles published on the topic of bioenergy management from 2017 to 2021 was 180. As a result, it conclude that management bioenergy is a field that can be combined with another field to be studied. This way, there is a lot of opportunities to find novelties in this topic. Furthermore, this study is expected to serve as a resource for researchers conducting research and determining the research theme.
本研究旨在利用VOSViewer系统地分析和演示文献计量数据分析。提供了逐步分析,使首次用户更容易访问和使用vosviewer。本研究利用VOSViewer中的绘图工具,对管理生物能源及其发展进行了五年(2017-2021)的数据分析。所使用的方法是定性描述,通过产生所选主题的网络可视化来描述文献计量分析的性能。从检索结果中,找到了1000种相关的已发表期刊,范围从2017年到2021年,然后根据出版年份将其分为五类。对期刊数据进行分组后,我们发现2017 - 2021年以生物能源管理为主题发表的文章总数为180篇。因此,认为生物能源管理是一个可以与另一个研究领域相结合的领域。这样,就有很多机会在这个主题中发现新奇之处。此外,本研究可望成为研究人员进行研究和确定研究主题的资源。
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引用次数: 25
Study of the Catecholase Activity of new catalysts Based on Copper (II) and Heterocyclic Ligands 基于铜(II)和杂环配体的新型催化剂儿茶酚酶活性研究
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.41605
R. E. Ati, H. Bouammali, M. E. Kodadi, E. B. Yousfi, R. Touzani, B. Hammouti
In this work, we are interested in finding new catalysts for catecholase, whose principle is based on the oxidation reaction of catechol to o-quinone. We approached the synthesis of the threes tripod ligands based on pyrazole in a condensation reaction and its characterization by IR, 13C NMR, 1H NMR spectroscopy, then we evaluated the catalytic properties of certain complexes formed in situ to catalyze the oxidation reaction of catechols to o-quinones. The aim is to find the right models to reproduce the catalytic activity of the enzyme (catecholase), we used complexes formed in situ by pyrazole derivatives with Copper salts. Among these complexes, the complex L4/Cu(CH3COO)2 showed good catalytic activity of the combination (1ligand/2metal) in MeOH for this reaction, with a speed Vmax equal to 69.38 μmol.L-1.min-1 and a low value of Km equal to 0.019 mol.L-1. We have demonstrated that the nature of concentration, ligand, solvent, and copper salts, influenced strongly the catecholase activity.
在这项工作中,我们感兴趣的是寻找新的催化剂的儿茶酚酶,其原理是基于儿茶酚氧化反应到邻醌。研究了以吡唑为基础的三个三脚配体的缩合合成,并对其进行了IR、13C NMR、1H NMR表征,评价了原位形成的配合物催化儿茶酚氧化成邻醌的催化性能。为了找到合适的模型来重现酶(儿茶酚酶)的催化活性,我们使用了吡唑衍生物与铜盐原位形成的配合物。其中,配合物L4/Cu(CH3COO)2在MeOH中表现出良好的组合(1配体/2金属)催化活性,速度Vmax为69.38 μmol.L-1。min-1和低值Km = 0.019 mol.L-1。我们已经证明了浓度、配体、溶剂和铜盐的性质对儿茶酚酶活性有强烈的影响。
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引用次数: 0
Crosslinked Spin-Assisted Layer-by-Layer Polyelectrolyte Nanofiltration Membrane: From Literature Review to Experiment 交联自旋辅助层状聚电解质纳滤膜:从文献综述到实验
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.45181
F. Fadhillah
Layer-by-Layer (LbL) assembly is considered as the most versatile and robust method in thin-film fabrication. However, its use in the preparation of desalination membrane is still in its infancy. Spin-assisted layer-by-layer assembly (SA-LbL), one of the LbL variants, was selected for the fabrication of a nanofiltration membrane due to its versatility to produce an ultra-thin film with highly controlled film properties within an incredibly short time. Branched-polyethyleneimine (PEI) and poly(sodium 4-styrenesulfonate) (PSS) were employed and alternately deposited on the top of the ultrafiltration polyethersulfone (PES) substrate. PEI/PSS film was then crosslinked using Gluteraldehyd (GA). The resulting membrane was tested at a feed concentration of 2000 ppm NaCl, a pressure of 10 bar, and a temperature of 25°C. Crosslinking time and many layers were varied to investigate the extent of crosslinking and its impact on membrane performance. The permeation test of (PEI/PSS)10 crosslinked for 6 hours showed rejection of 94.2 % and water flux of 4.2 L/h·m2 meanwhile uncrosslinked (PEI/PSS)35 showed rejection of 75.66% only. The result showed that crosslinking improved the rejection of NaCl with a smaller number of layers. This result also displayed SA-LbL method is promising and can be used to produce membrane suitable for NF or RO application.
层接层(LbL)组装被认为是薄膜制造中最通用和最可靠的方法。然而,它在制备脱盐膜方面的应用仍处于起步阶段。自旋辅助分层组装(SA-LbL)是LbL的一种变体,由于其多功能性,可以在极短的时间内生产出具有高度控制薄膜性能的超薄薄膜,因此被选择用于制造纳滤膜。采用支化聚乙烯亚胺(PEI)和聚4-苯乙烯磺酸钠(PSS)交替沉积在超滤聚醚砜(PES)底物的顶部。然后用gluteralhyd (GA)交联PEI/PSS薄膜。在进料浓度为2000 ppm NaCl,压力为10 bar,温度为25℃的条件下对所得膜进行了测试。通过改变交联时间和交联层数来研究交联程度及其对膜性能的影响。(PEI/PSS)10交联6小时的渗透试验结果表明,其截留率为94.2%,水通量为4.2 L/h·m2,而未交联(PEI/PSS)35的渗透率仅为75.66%。结果表明,交联可以在层数较少的情况下提高对NaCl的吸附性。结果表明,SA-LbL法具有良好的应用前景,可用于制备NF或RO应用的膜。
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引用次数: 0
A New Multicarrier Sinusoidal Pulse Width Modulation (SPWM) Strategy based on Rooted Tree Optimization (RTO) Algorithm for Reducing Total Harmonic Distortion (THD) of Switched-Capacitor Nine-level Inverter in Grid-connected PV systems 基于根树优化(RTO)算法的多载波正弦脉宽调制(SPWM)策略降低并网光伏系统中开关电容九电平逆变器总谐波失真(THD
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.41716
H. Aboub, R. Mechouma, B. Azoui, C. Labiod, A. Khechekhouche
This paper proposed a new strategy of sinusoidal pulse width modulation (SPWM) technique to control three-phase nine-level switched-capacitor inverter (9LSCI) in grid-connected PV systems. The main advantage of this inverter is high voltage gain, achieved by switching the capacitors in series and parallel to boost up the output voltage using low voltage input. To improve the quality of solar energy for injection into the electrical grid, a rooted tree optimization (RTO) algorithm is used to get optimum values of initial angles of multi carriers SPWM technique, giving the lowest possible values of the total harmonic distortion (THD). The design also can maximize the efficiency of the multi-level inverter by minimizing its size using fewer components and a single DC source and reducing the rate of THD. The higher effectiveness and accuracy of the suggested RTO-SPWM technique was tested and verified in comparison to existing classical SPWM technique from the performance of PV-grid systems that it can effectively reduce the total harmonic distortion to 0.16 %.
提出了一种正弦脉宽调制(SPWM)技术控制并网光伏系统中三相九电平开关电容逆变器(9LSCI)的新策略。这种逆变器的主要优点是高电压增益,通过串联和并联切换电容器来提高输出电压,使用低电压输入。为了提高太阳能注入电网的质量,采用根树优化(RTO)算法求出多载波SPWM技术初始角的最优值,从而求得总谐波失真(THD)的最小可能值。该设计还可以通过使用更少的元件和单个直流电源来减小多电平逆变器的尺寸并降低THD率,从而最大限度地提高逆变器的效率。与现有的经典SPWM技术相比,本文提出的RTO-SPWM技术具有更高的有效性和准确性,并从光伏电网系统的性能上进行了测试和验证,该技术可以有效地将总谐波失真降低到0.16%。
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引用次数: 1
Aerodynamic Performance of Vertical and Horizontal Axis Wind Turbines: A Comparison Review 垂直轴风力机与水平轴风力机气动性能的比较研究
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.43161
Hesam Eftekhari, A. Al-Obaidi, Shahrooz Eftekhari
The need for energy and electricity has been increasing globally, and this means more power is required from the power plants. Power plants, however, will then continue harming the earth because of the greenhouse gasses produced while generating energies that contribute to global warming. Using renewable sources to produce clean energies is one of the sustainable methods to deal with such challenges. Wind energy is one of the renewable sources, which is accessible anywhere on earth, creating green energy. Wind turbines are mainly categorized into Horizontal Axis Wind Turbines (HAWT) and Vertical Axis Wind Turbines (VAWT). This paper firstly presents a general comparison between the HAWTs and VAWTs. Then, it presents mathematical modelling for the aerodynamic factors of HAWT and Darrieus VAWT to assist the researchers to understand some key design aspects of wind turbines, such as lift/drag ratio, tip speed ratio, power coefficient, and torque coefficient. Also, this paper presents a review of the aerodynamic performance of the recent VAWT designs to help researchers to identify and choose the best model among the Savonius and Darrieus rotors for further development or designing a new model at different wind conditions. This comparison review shows that for a large scale HAWT upwind 3 bladed wind turbines are the most optimum. The helical Savonius rotors perform better by having positive torque coefficient at all azimuth angles. Moreover, helical Darrieus was found to produce lesser noise and suitable for conventional areas. hybrid Savonius-Darrieus rotors can solve the self-starting challenge of the VAWTs, and they are suitable at low wind speeds. At last, this review shows some of the recent hybrid Savonius-Darrieus rotors which would help to solve the low efficiency of Savonius rotor and self-starting challenge of Darrieus rotors.
全球对能源和电力的需求一直在增加,这意味着发电厂需要更多的电力。然而,发电厂将继续危害地球,因为在生产能源的同时产生温室气体,导致全球变暖。利用可再生能源生产清洁能源是应对这些挑战的可持续方法之一。风能是一种可再生能源,在地球上任何地方都可以获得,是一种绿色能源。风力发电机主要分为水平轴风力发电机(HAWT)和垂直轴风力发电机(VAWT)。本文首先介绍了高通量和低通量的一般比较。在此基础上,建立了风力机升阻比、叶尖速比、功率系数、转矩系数等关键设计参数的数学模型。此外,本文还介绍了近年来VAWT设计的气动性能,以帮助研究人员在Savonius和Darrieus转子中识别和选择最佳模型,以便进一步开发或设计不同风况下的新模型。对比分析表明,对于大型逆风风力机,3叶片风力机是最优的。螺旋萨沃纽斯转子在各方位角均具有正转矩系数,性能较好。此外,发现螺旋达瑞厄产生更小的噪音,适用于常规地区。混合Savonius-Darrieus转子可以解决vawt的自启动挑战,并且它们适用于低风速。最后,综述了近年来出现的一些萨沃尼乌斯-达瑞乌斯混合型转子,这些转子将有助于解决萨沃尼乌斯转子效率低和达瑞乌斯转子自启动的难题。
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引用次数: 3
Potential Molecular Interaction of Nutmeg’s (Myristica fragrans) Active Compound via Activation of Caspase-3 肉豆蔻(Myristica fragrans)活性化合物活化Caspase-3的潜在分子相互作用
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.45663
R. Lesmana, Filza Yulina Ade, Y. Pratiwi, Hanna Goeanawan, N. Sylviana, S. Megantara, S. Susianti, V. Tarawan, P. S. Rejeki, H. Ray, U. Supratman
Myristica fragrans Houtt (belongs to the Myristicaceae family) is a Maluku Island (Indonesia) native plant. The seed of M. fragrans (Nutmeg) has been used for medicinal benefits. M. fragrans also has anti-cancer properties. The goal of this research was to use computer-aided drug design to investigate the in silico molecular docking of selected nutmeg compounds against Caspase-3. Molecular docking using Malegro Virtual Docker (MVD) software Ver 5.5 was performed to investigate binding complicated models to offer information on critical drug-receptor interactions. The most potent ligand was Licarin B, which had a docking score of -103.07 kcal/mol. The Licarin B structure formed several hydrogen bonds with Trp214 and Phe250. These findings imply that the nutmeg seed contains a prospective compound that could be a great anti-cancer agent.
香豆蔻(Myristica fragrans Houtt)是印尼马鲁古岛的一种本土植物。肉豆蔻的种子已被用于药用。香浓杆菌还具有抗癌特性。本研究的目的是利用计算机辅助药物设计来研究选定的肉豆蔻化合物与Caspase-3的硅分子对接。使用Malegro Virtual Docker (MVD)软件Ver 5.5进行分子对接,研究结合复杂模型,以提供关键药物受体相互作用的信息。最有效的配体是Licarin B,其对接分数为-103.07 kcal/mol。Licarin B结构与Trp214和Phe250形成了几个氢键。这些发现表明,肉豆蔻种子含有一种有前景的化合物,可能是一种很好的抗癌剂。
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引用次数: 0
Risk-Based Leak Analysis of an LPG Storage Tank: A Case Study 基于风险的LPG储罐泄漏分析:一个案例研究
Q1 Earth and Planetary Sciences Pub Date : 2021-12-16 DOI: 10.17509/ijost.v7i1.42916
S. Munahar, B. Purnomo, Nanda Ferdiansyah, E. Widodo, M. Aman, R. Rusdjijati, M. Setiyo
Liquified petroleum gas (LPG) storage tanks are essential components for storing and distributing fuels. However, system failures due to inspection flaws increase the risk of leaks, fires, and explosions. Therefore, this study discussed the development of a safety system application applied to LPG storage tanks based on a risk-based leak (RBL) analysis. Data associated with risk factor values were obtained from an LPG storage tank in a gas distributor company. The risk of failure was calculated by analyzing the probability of failure (PoF) and the consequence of failure (CoF). The results showed that the level of risk observed was medium-high with a PoF in category 1 at a total damage factor value of 1. Furthermore, the CoF in category E was positioned with a consequence analysis value of 2381.29 m2 with an LPG storage tank life span of 33.5 years and an external inspection interval of five years.
液化石油气(LPG)储罐是储存和分配燃料的重要组成部分。然而,由于检查缺陷导致的系统故障增加了泄漏、火灾和爆炸的风险。因此,本研究讨论了基于风险泄漏(RBL)分析的LPG储罐安全系统的开发。与风险因素值相关的数据是从一家天然气分销公司的LPG储罐中获得的。通过分析失效概率(PoF)和失效后果(CoF)来计算失效风险。结果表明,观察到的风险等级为中高,PoF为1类,总损害因子值为1。此外,E类CoF的结果分析值为2381.29 m2, LPG储罐寿命为33.5年,外部检查间隔为5年。
{"title":"Risk-Based Leak Analysis of an LPG Storage Tank: A Case Study","authors":"S. Munahar, B. Purnomo, Nanda Ferdiansyah, E. Widodo, M. Aman, R. Rusdjijati, M. Setiyo","doi":"10.17509/ijost.v7i1.42916","DOIUrl":"https://doi.org/10.17509/ijost.v7i1.42916","url":null,"abstract":"Liquified petroleum gas (LPG) storage tanks are essential components for storing and distributing fuels. However, system failures due to inspection flaws increase the risk of leaks, fires, and explosions. Therefore, this study discussed the development of a safety system application applied to LPG storage tanks based on a risk-based leak (RBL) analysis. Data associated with risk factor values were obtained from an LPG storage tank in a gas distributor company. The risk of failure was calculated by analyzing the probability of failure (PoF) and the consequence of failure (CoF). The results showed that the level of risk observed was medium-high with a PoF in category 1 at a total damage factor value of 1. Furthermore, the CoF in category E was positioned with a consequence analysis value of 2381.29 m2 with an LPG storage tank life span of 33.5 years and an external inspection interval of five years.","PeriodicalId":37185,"journal":{"name":"Indonesian Journal of Science and Technology","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84503112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite-Time Control of Wing-Rock Motion for Delta Wing Aircraft Based on Whale-Optimization Algorithm 基于鲸鱼优化算法的三角翼飞机翼岩运动有限时间控制
Q1 Earth and Planetary Sciences Pub Date : 2021-08-21 DOI: 10.17509/ijost.v6i3.37922
Arif A. Al-Qassar, A. Al-Obaidi, Alaq F. Hasan, Amjad J. Humaidi, A. R. Nasser, A. Alkhayyat, I. Ibraheem
The rise of wing-rock motion in delta-wing aircraft has an adverse effect on the manoeuvrability of aircraft and it may result in its crash. This study presents a finite-time control design to tackle the dynamic motion due to the Wing-Rock effect in delta-wing aircraft. The control design is developed based on the methodology of Super Twisting Sliding Mode Control (STSMC). The Lyapunov stability analysis has been pursued to ensure asymptotic convergence of errors and to determine the finite time. The design of STSMC leads to the appearance of design parameters, which have a direct impact on the dynamic performance of the controlled system. To avoid the conventional tuning of these parameters and to have an optimal performance of the proposed controller, a modern optimization technique has been proposed based on Wale Optimization Algorithm. A comparison study between optimal and non-optimal finite-time super twisting sliding mode controllers has been established and their effectiveness has been verified via numerical simulation using MATLAB programming format.
三角翼飞机翼岩运动的增大对飞机的机动性产生不利影响,有可能导致飞机坠毁。针对三角翼飞机翼岩效应引起的动态运动,提出了一种有限时间控制设计。基于超扭滑模控制(STSMC)方法进行了控制设计。为了保证误差的渐近收敛和确定有限时间,采用了李雅普诺夫稳定性分析。STSMC的设计导致了设计参数的出现,这些参数直接影响被控系统的动态性能。为了避免这些参数的常规调谐,并使所提出的控制器具有最优的性能,提出了一种基于Wale优化算法的现代优化技术。建立了最优和非最优有限时间超扭滑模控制器的对比研究,并利用MATLAB编程格式通过数值仿真验证了其有效性。
{"title":"Finite-Time Control of Wing-Rock Motion for Delta Wing Aircraft Based on Whale-Optimization Algorithm","authors":"Arif A. Al-Qassar, A. Al-Obaidi, Alaq F. Hasan, Amjad J. Humaidi, A. R. Nasser, A. Alkhayyat, I. Ibraheem","doi":"10.17509/ijost.v6i3.37922","DOIUrl":"https://doi.org/10.17509/ijost.v6i3.37922","url":null,"abstract":"The rise of wing-rock motion in delta-wing aircraft has an adverse effect on the manoeuvrability of aircraft and it may result in its crash. This study presents a finite-time control design to tackle the dynamic motion due to the Wing-Rock effect in delta-wing aircraft. The control design is developed based on the methodology of Super Twisting Sliding Mode Control (STSMC). The Lyapunov stability analysis has been pursued to ensure asymptotic convergence of errors and to determine the finite time. The design of STSMC leads to the appearance of design parameters, which have a direct impact on the dynamic performance of the controlled system. To avoid the conventional tuning of these parameters and to have an optimal performance of the proposed controller, a modern optimization technique has been proposed based on Wale Optimization Algorithm. A comparison study between optimal and non-optimal finite-time super twisting sliding mode controllers has been established and their effectiveness has been verified via numerical simulation using MATLAB programming format.","PeriodicalId":37185,"journal":{"name":"Indonesian Journal of Science and Technology","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90432299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
The Concise Latest Report on the Advantages and Disadvantages of Pure Biodiesel (B100) on Engine Performance: Literature Review and Bibliometric Analysis 纯生物柴油(B100)对发动机性能的利弊的最新简明报告:文献综述和文献计量分析
Q1 Earth and Planetary Sciences Pub Date : 2021-08-21 DOI: 10.17509/ijost.v6i3.38430
M. Setiyo, Dori Yuvenda, O. Samuel
Currently, many countries are promoting B100 as the main fuel for diesel engines towards the transition to 100% renewable energy applications. However, due to its properties, B100 has both advantages and disadvantages to replace diesel oil. Therefore, a bibliometric analysis was carried out to evaluate the performance and emissions of a diesel engine with the B100 being tested on a multi-cylinder diesel engine for cars. Unfortunately, only 12 of the 127 selected articles are eligible to be reviewed in detail and none of them discusses all the key performance of diesel engines which include Brake Thermal Efficiency (BTE), Specific Fuel Consumption (SFC), Cylinder Pressure (CPs), Heat Release Rate (HRR), NOx, and smoke. Through data synthesis, we found that the use of B100 provides advantages in engine noise, thermal efficiency, specific fuel consumption, and emissions under certain engine loads. On the other hand, it also has the potential to result in poorer performance, if there is no modification to engine components and the addition of additives. As a recommendation, the results of this analysis provide a guide for further research to examine the use of B100 with all diesel engine performance variables. Research paths can be developed with the wider potential to provide new arguments on various diesel engine technologies, engine capacities, B100 raw materials, and test environments.
目前,许多国家正在推动B100作为柴油发动机的主要燃料,向100%可再生能源的应用过渡。然而,由于其性质,B100替代柴油既有优点也有缺点。因此,采用文献计量学分析方法,对B100在多缸车用柴油发动机上的性能和排放进行了评价。不幸的是,127篇入选文章中只有12篇有资格进行详细审查,而且没有一篇文章讨论了柴油发动机的所有关键性能,包括制动热效率(BTE)、比油耗(SFC)、气缸压力(CPs)、热释放率(HRR)、氮氧化物和烟雾。通过数据综合,我们发现在一定发动机负荷下,使用B100在发动机噪声、热效率、比油耗和排放方面具有优势。另一方面,它也有可能导致较差的性能,如果没有修改发动机部件和添加添加剂。作为建议,该分析结果为进一步研究B100与所有柴油发动机性能变量的使用提供了指导。研究路径的发展具有更广泛的潜力,可以为各种柴油发动机技术、发动机性能、B100原材料和测试环境提供新的论据。
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引用次数: 34
Immersive Intelligent Tutoring System for Remedial Learning Using Virtual Learning Environment 基于虚拟学习环境的沉浸式补习智能辅导系统
Q1 Earth and Planetary Sciences Pub Date : 2021-08-21 DOI: 10.17509/ijost.v6i3.38954
R. Rasim, Y. Rosmansyah, A. Langi, M. Munir
Intelligent Tutoring System (ITS) has been widely used in supporting personal learning.  However, there is an aspects that have not become focus in ITS, namely immersive. This research proposes an Immersive Intelligent Tutoring (IIT) model based on Bayesian Knowledge Tracing (BKT) for determining the learner’s characteristics and learning content delivery strategies using genetic algorithms. The model uses remedial learning with a faded worked-out example. This study uses a 3-Dimensional Virtual Learning Environment (3DMUVLE) that implements immersive features to increase intrinsic motivation. This model was built using a client / server architecture. The server side component uses the MOODLE, the client side component uses OpenSim and its viewers, and the middleware component uses the Simulation Linked Object Oriented Dynamic Learning Environment (SLOODLE). Model testing is performed on user acceptance using a combination of Technology Acceptance Model (TAM) and Hedonic-Motivation System Adoption Model (HMSAM) and the impact of the model in learning using statistical test. The results showed 83% of the learners felt happy with the learning. Meanwhile, the evaluation of the impact on learning outcomes shows that the use of this model is significantly different from traditional learning.
智能辅导系统(ITS)在支持个人学习方面得到了广泛的应用。然而,在ITS中有一个方面并没有成为人们关注的焦点,那就是沉浸式。本研究提出一种基于贝叶斯知识追踪(BKT)的沉浸式智能辅导(IIT)模型,利用遗传算法确定学习者的特征和学习内容的传递策略。该模型使用一个褪色的工作示例的补习学习。本研究使用三维虚拟学习环境(3DMUVLE)实现沉浸式功能,以增加内在动机。该模型是使用客户机/服务器体系结构构建的。服务器端组件使用MOODLE,客户端组件使用OpenSim及其查看器,中间件组件使用仿真链接面向对象动态学习环境(SLOODLE)。结合技术接受模型(TAM)和享乐动机系统采用模型(HMSAM)对用户接受度进行模型测试,并使用统计测试对模型在学习中的影响进行测试。结果显示,83%的学习者对学习感到满意。同时,对学习成果影响的评估表明,该模型的使用与传统学习有显著不同。
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引用次数: 5
期刊
Indonesian Journal of Science and Technology
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