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2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering最新文献

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Decision support system for stock trading using multiple indicators decision tree 股票交易决策支持系统采用多指标决策树
F. Nugroho, T. B. Adji, S. Fauziati
Decision support system using decision tree classification can be used for stock trading technical analysis. Technical analysis is a stock analysis method which solely based on interpreting stock's price chart movement or trend. Historical stock prices and volume are used as variable input. The system is built based on financial market technical analysis indicators (Exponential Moving Average, Moving Average Convergence Divergence, Relative Strength Index, Money Flow Index, and parabolic Stop and Reverse). The proposed method is arrange indicators set into decision tree based on stock trading rules and it create buy, hold, and sell classes which represented decisions in trading. Decision classes then are analyzed for their profitability, geometric mean return, and cumulative wealth index. Furthermore sensitivity analysis is added into profitability analysis to obtain more positive value trading in decision making. The research purpose is to enhance decision making in technical stock trading. Compared to the single indicator decision tree multiple indicators offers 20% enhancement in decision making.
决策支持系统采用决策树分类,可用于股票交易技术分析。技术分析是一种完全基于对股票价格走势图运动或趋势的解释的股票分析方法。历史股票价格和成交量被用作变量输入。系统基于金融市场技术分析指标(指数移动平均、移动平均收敛发散、相对强弱指标、资金流动指标、抛物线止损反转)构建。该方法基于股票交易规则,将指标集排列到决策树中,创建买入、持有和卖出类,代表交易决策。然后分析决策类的盈利能力、几何平均回报和累积财富指数。此外,在盈利能力分析中加入敏感性分析,以获得更积极的交易决策价值。研究的目的是提高技术股票交易中的决策能力。与单指标决策树相比,多指标决策树的决策效率提高了20%。
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引用次数: 10
Work in progress - Open Education Metric (OEM) developing metric to measure open education service quality 正在进行的工作-开放教育度量(OEM)开发度量开放教育服务质量的度量
B. Priyogi, B. A. Nan Cenka, A. Y. Paramartha, A. Rubhasy
Development of information technology had significant contribution to the improvement in education field that is the emergence of e-Learning. As e-Learning implementation become a common practice and the imminent needs for open access toward high quality education become a vivid realization, thus arise a concept of Open Education. Open Education basically is an e-Learning, with core philosophy of learning anywhere, anytime, and for anyone. One of the main issues in the development of Open Education service is the existence of quality assurance. Accordingly, this research aim to propose a metric to measure the quality of Open Education service implemented, which also can served as guideline for developing the service. Based on literature study regarding indicator of high quality learning and e-Learning, along with observation of existing Open Education service, an Open Education Metric can be formulated. Please note that this publication contains only the preliminary idea and effort of our current work for developing such metric.
信息技术的发展对教育领域的进步做出了重大贡献,即电子学习的出现。随着e-Learning的实施成为一种普遍的实践,开放获取对高质量教育的迫切需求成为一种生动的实现,开放教育的概念应运而生。开放教育基本上是一种电子学习,其核心理念是随时随地为任何人学习。开放教育服务发展的主要问题之一是质量保证的存在。因此,本研究旨在提出一个衡量开放教育服务实施质量的指标,并为开放教育服务的开发提供指导。通过对高质量学习和e-Learning指标的文献研究,结合对现有开放教育服务的观察,可以制定开放教育指标。请注意,本出版物仅包含我们目前开发此类度量标准的初步想法和努力。
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引用次数: 5
Optimal power flow based upon genetic algorithm deploying optimum mutation and elitism 基于最优突变和精英化的遗传算法的最优潮流
M. Usman Aslam, Muhammad Usman Cheema, Muhammad Samran, Muhammad Bilal Cheema
The aim of optimal power flow is to discover an operating point that minimizes the generation cost while satisfying multiple operating constraints. Over the years, several techniques have been introduced to solve this non-linear optimization problem. In this paper, genetic algorithm deploying optimum non-uniform mutation rate and elitism has been used to solve this problem. After implementation of this algorithm in MATLAB, the data of IEEE 30-bus practical power system and NTDC 32-bus test system of Pakistan have been solved for optimal power flow and results have been compared with the previously used techniques such as; simple genetic algorithm (SGA), linear programming (LP), ant colony optimization (ACO), differential evolution (DE) and artificial bee colony algorithm (ABC). It has been established that the proposed solution proves to be more cost effective than previously used techniques. The proposed technique offers annual cost saving of $6061630.92 for NTDC 32-bus test system. The capital thus saved can be utilized to pay back circular debt and hence the problem of load shedding in Pakistan can be alleviated.
最优潮流的目标是在满足多种运行约束的情况下找到一个发电成本最小的工作点。多年来,已经引入了几种技术来解决这个非线性优化问题。本文采用最优非均匀突变率和精英化的遗传算法来解决这一问题。该算法在MATLAB中实现后,对巴基斯坦的IEEE 30总线实际电力系统和NTDC 32总线测试系统的数据进行了最优潮流求解,并与之前使用的技术进行了比较。简单遗传算法(SGA)、线性规划(LP)、蚁群优化(ACO)、差分进化(DE)和人工蜂群算法(ABC)。事实证明,所提出的解决方案比以前使用的技术更具成本效益。该技术可为NTDC 32总线测试系统每年节省成本6061630.92美元。这样节省下来的资金可以用来偿还循环债务,从而可以缓解巴基斯坦的减负荷问题。
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引用次数: 3
Maximum Power Point Tracking control for stand-alone photovoltaic system using fuzzy sliding mode control 基于模糊滑模控制的单机光伏系统最大功率跟踪控制
Antonius Rajagukguk, M. Ashari, D. Riawan
Photovoltaic (PV) technology, as one of renewable energy resource with green technology characteristic, has a great chance to develop in Indonesia since this country has tropical climate. This paper proposed the other method to control of maximum power point tracker for stand-alone photovoltaic system using fuzzy sliding mode control. A DC-DC Cuk converter was chosen to regulate the DC voltage from the PV module. To obtain optimum PV power, duty cycle of Cuk converter was controlled by the 'MPPT_Fuzzy Sliding Mode (MPPT_FSM) controller. PV voltage and current values at the Maximum Power Point (MPP) point, as controller references, were obtained using Perturb and Observe algorithm. It can be concluded from the simulation results that by using MPPT_FSM controller, Cuk converter was able to optimize the PV power, in accordance with its MPP point at V vs. P characteristic curve. In constant load tests, with the input radiation and temperature constant and varied, it was seen that the MPPT_FSM controller was capable to eliminate overshot and reduce oscillations (harmonics) due to the ripple factor of 60%.
光伏技术作为一种具有绿色技术特征的可再生能源,由于印尼属于热带气候,因此具有很大的发展机会。本文提出了另一种采用模糊滑模控制的方法来控制单机光伏系统的最大功率点跟踪器。选择DC-DC Cuk变换器来调节光伏组件的直流电压。为了获得最佳PV功率,采用MPPT_Fuzzy滑模控制器(MPPT_FSM)控制Cuk变换器的占空比。使用Perturb和Observe算法获得PV在最大功率点(MPP)处的电压和电流值作为控制器参考。仿真结果表明,通过MPPT_FSM控制器,Cuk变换器能够根据其在V vs. P特性曲线上的MPP点对PV功率进行优化。在恒负载测试中,当输入辐射和温度恒定和变化时,可以看到MPPT_FSM控制器能够消除过冲和减少振荡(谐波),因为纹波因子为60%。
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引用次数: 2
Development of microcontroller-based stereoscopic camera rig positioning system 基于单片机的立体摄像平台定位系统的开发
Julian Ilham, W. Chung
A camera rig operator of stereoscopic camera system mostly adjusts a pair of camera manually when trying to make a 3D video that has good image depth. However, the process of this cameras positioning is cumbersome and time-consuming. In this paper, in order to solve those problems we develop a semiautomatic stereoscopic camera system; different from other works where a microcontroller, which considered low-cost and affordable, is employed to handle automation process of the system. Nevertheless, the camera rig operator is still required to carry out some manual processes such as inserting required parameters. In this system, the object distances approach is utilized; some object distance parameters, which obtained by a laser range finder, are entered into mathematical expressions in order to obtain correct positions of two cameras.. Based on experimental results, our proposed system enhances the process of the video capture process. In other words, it reduces the time required for every single scene capture process.
立体摄像系统的摄像平台操作人员在试图制作具有良好图像深度的3D视频时,大多是手动调整一对摄像机。然而,这种摄像机的定位过程繁琐且耗时。为了解决这些问题,本文开发了一种半自动立体摄像系统;不同于一般采用低成本、经济实惠的微控制器来处理系统的自动化过程。然而,摄像平台操作员仍然需要进行一些手动过程,例如插入所需的参数。在该系统中,采用了目标距离法;将激光测距仪测得的一些物体距离参数转化为数学表达式,从而得到两台相机的正确位置。实验结果表明,该系统对视频采集过程进行了改进。换句话说,它减少了每个场景捕获过程所需的时间。
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引用次数: 3
Investigation electrical properties of nanofiber polyaniline with molarity dopant variation as polymer conductive 研究掺量变化对纳米纤维聚苯胺导电性能的影响
N. A. K. Umiati, S. Nurrahmi, K. Triyana, K. Abraha
This study investigated the electrical properties of polyaniline nanofiber with molarity dopant variation. The electrical property observed on the polyaniline nanofiber was carried out by using High Precision LCR meter. Polyaniline nanofiber in this study is synthesized by the interfacial polymerization method in 0.32 M Aniline into Toluena with 4mmol APS into HCl solution with molarity between 0.6 M to 2.4 M. The synthesis results were also observed further by Scanning Electron Microscope (SEM). The results of this study indicate that the increase in dopants molarity give effect to the increment of conductivity and diameter fiber of the material.
研究了掺量变化对聚苯胺纳米纤维电学性能的影响。利用高精度LCR仪对聚苯胺纳米纤维的电学性能进行了观察。本研究采用界面聚合法制备聚苯胺纳米纤维,以0.32 M苯胺为原料,加入4mmol APS,加入量浓度为0.6 M ~ 2.4 M的HCl溶液中,合成甲苯,并通过扫描电镜观察合成结果。研究结果表明,掺杂剂摩尔浓度的增加对材料的电导率和纤维直径的增加有影响。
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引用次数: 2
Inverse Clarke Transformation based control method of a three-phase inverter for PV-Grid systems 基于逆克拉克变换的三相逆变器控制方法
S. Riyadi
A photovoltaic (PV)-Grid System integrates electric energy generated by PV modules and a grid. A Maximum Power Point Tracker (MPPT) is required due to PV characteristic. It will force the PV modules produce maximum power in the DC voltage. It is needed an inverter to convert DC into AC voltage and to match the grid voltage. A standard inverter topology used in active filtering is functioned to inject harmonic and reactive power components but it must be able to transmit active power component in PV-Grid System. Instantaneous power concept is often used to control an active power filter due to its simplicity. In this paper, a control method for a three-phase three-legs inverter is proposed. This is based on inverse Clarke Transformation. The inverter is implemented by Voltage Source Inverter (VSI) that is operated as a controlled current source by using a current controller. Inverter output currents will be compared to references produced by inverse Clarke Transformation. To achieve power equilibrium, the voltage of the DC-link is kept constant. The obtained results have proven that all the power generated by the PV modules can be transmitted into the grid.
光伏(PV)-电网系统集成了光伏组件和电网产生的电能。由于光伏特性,需要一个最大功率点跟踪器(MPPT)。它将迫使光伏组件在直流电压下产生最大功率。需要一个逆变器将直流电压转换成交流电压并与电网电压相匹配。用于有源滤波的标准逆变器拓扑结构具有注入谐波和无功分量的功能,但它必须能够在光伏电网系统中传输有功分量。瞬时功率概念由于其简单性,常用于控制有源功率滤波器。本文提出了一种三相三腿逆变器的控制方法。这是基于逆克拉克变换。逆变器由电压源逆变器(VSI)实现,VSI通过使用电流控制器作为受控电流源进行操作。逆变器输出电流将与逆克拉克变换产生的参考电流进行比较。为了达到功率平衡,直流链路的电压保持恒定。所得结果证明,光伏组件产生的所有电力都可以传输到电网中。
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引用次数: 6
Training support for pouring task in casting process using stereoscopic video see-through display - Presentation of molten metal flow simulation based on captured task motion 用立体视频透明显示器对铸造过程中浇注任务的培训支持。基于捕获的任务运动的熔融金属流动模拟演示
K. Iwamoto, H. Tokunaga, T. Okane
The work support technology using augmented reality has been researched in the field of manufacturing. It is the technology that can present appropriate instructions to a worker. Thereby, the worker performs a task requiring an advanced skill even if she/he is not an expert. In this technology, most of work instructions are presented while the worker is working. However, there are many manufacturing tasks that is difficult to be retried when it fails. In order to deal with such tasks, a training support technology that a worker can train tasks beforehand using augmented reality is proposed. This technology can present simulated task results according to the motion of the worker. As a simulation result, for example, the worker can see internal state of the work object. And she/he can train as many times as she/he wants. Therefore, her/his skills can be improved through trial and error. In this paper, a concept of task training support technology is introduced. To realize the concept, the pouring task in casting process is selected as a target task and the prototype system is constructed. Then, the evaluation results of pouring task training using the prototype system are reported.
基于增强现实技术的工作支持技术在制造业领域得到了广泛的研究。它是一种能够向工人提供适当指令的技术。因此,即使工人不是专家,他也可以执行需要高级技能的任务。在这种技术中,大多数工作指令是在工人工作时呈现的。然而,有许多制造任务在失败时很难重试。为了处理这些任务,提出了一种利用增强现实技术预先训练任务的培训支持技术。该技术可以根据工人的动作来模拟任务结果。例如,作为模拟结果,工作者可以看到工作对象的内部状态。她/他想训练多少次就训练多少次。因此,他/她的技能可以通过试错来提高。本文介绍了任务训练支持技术的概念。为了实现这一概念,选择铸造过程中的浇注任务作为目标任务,构建了原型系统。然后,报告了原型系统对浇注任务训练的评价结果。
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引用次数: 9
Individual decision model for urban regional land planning 城市区域土地规划个体决策模型
A. Fahrul, Sumaryono, Subagyo Lambang, Ruchaemi Afif
One example of the problems that affect many people's lives is urban regional land planning. Required a collaboration mechanism which based on the ability of decision analysis in determining the spatial policy of the use of the land. This paper contains an individual decision model by using Analytical Hierarchical Process-AHP technique. The model is applied to the case of the selection of the best location Green Open Spaces Samarinda City. Among the eight criteria, namely C1 (land area) is the criterion with the highest weight (0.208), followed by C3 (population=0.152) and then C2 (land prices=143) and so on. Location of Citra Niaga is the most suitable to serve as a green open space, followed by the Ex Kaltim, Mahakam edge, the port area and the around warehouses.
影响许多人生活的问题之一是城市区域土地规划。需要一种基于决策分析能力的协作机制来确定土地利用的空间政策。本文采用层次分析法建立了个体决策模型。将该模型应用于萨马林达市绿色开放空间的最佳区位选择案例。8个指标中,C1(土地面积)是权重最高的指标(0.208),其次是C3(人口=0.152),其次是C2(地价=143),以此类推。Citra Niaga的位置最适合作为绿色开放空间,其次是Ex Kaltim, Mahakam边缘,港区和周围的仓库。
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引用次数: 4
Evaluation of distribution network reliability index using Loop Restoration Scheme 基于环路恢复方案的配电网可靠性指标评估
D. Fahmi, F. Abdillah, I. S. Hernanda, D. A. Asfani
In this study, to evaluate the reliability of network distribution system at Gresik area, Loop Restoration Scheme method is applied. This method is used to control the distribution system on every feeder that has a function to increase the reliability of the system. After applying this method, the information of the reliability level can be obtained and hopefully it will make a good impact. With the LRS method implementation for the PLN distribution system, it will provide a good refinement to the value of reliability index and becomes key point for further application. The reliability index values during normal conditions of PT PLN configuration with the conditions after applying the method of LRS on the distribution system is compared and analyzed. From the result of applied system, it can be informed that the distance is quiet significant and has better results.
本文采用环路恢复方案法对Gresik地区电网配电网的可靠性进行了评估。该方法用于控制每条馈线上的配电系统,具有提高系统可靠性的作用。应用该方法后,可以得到可靠性水平的信息,并有望产生良好的影响。随着LRS方法在PLN配电系统中的应用,对可靠性指标的取值进行了较好的细化,成为进一步应用的关键。对PT - PLN配置正常情况下的可靠性指标值与LRS方法应用于配电系统后的可靠性指标值进行了比较分析。从应用系统的结果可以看出,该距离是非常显著的,具有较好的效果。
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引用次数: 1
期刊
2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering
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