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2017 5th International Istanbul Smart Grid and Cities Congress and Fair (ICSG)最新文献

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Computation of all stabilizing PI controller parameters of hybrid load frequency control system with communication time delay 考虑通信时延的混合负载频率控制系统稳定PI控制器参数的计算
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947617
Halil Erol, H. Sezer, S. Ayasun
This paper presents an effective and simple graphical method to compute all stabilizing Proportional Integral (PI) controller gains of a hybrid load frequency control (LFC) system that contains time delays due to use of open and distributed communication network. The method is based on extracting stability region and the stability boundary locus in the PI controller parameters. The accuracy of the proposed method is verified by time-domain simulations.
本文提出了一种简单有效的图形化方法来计算混合负载频率控制(LFC)系统的所有稳定比例积分(PI)控制器增益,该系统由于使用开放和分布式通信网络而存在时滞。该方法基于提取PI控制器参数中的稳定区域和稳定边界轨迹。时域仿真验证了该方法的准确性。
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引用次数: 3
A Fault Location Technique for HVDC Transmission Lines using Extreme Learning Machines 基于极限学习机的高压直流输电线路故障定位技术
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947616
Faith Unal, Sami Ekici
In this study, a new approach is proposed for fault estimation in high voltage direct current transmission lines using discrete wavelet transform and extreme learning machine. Recently, signal processing and intelligent systems have gained importance to ease very different tasks such as fault location and estimation, load estimations, reactive power compensation, the risk of blackouts. Therefore, a fast, accurate and reliable protection algorithms have a major interest in the extended usage of high voltage direct current systems for many areas. In this study, single phase-ground faults on DC lines examined and a new machine learning approach also discussed. The virtual faults obtained from Matlab simulation is utilized in the course of feature extraction of the wavelet transform. Furthermore, for identifying steady state and faulted condition, Shannon entropy and signal’s energy values have been calculated by using coefficients of the wavelet transform. After that, the coefficients normalized between [-1,1]. Finally, the extreme learning machine used to fault estimation and location process.
本文提出了一种基于离散小波变换和极限学习机的高压直流输电线路故障估计新方法。最近,信号处理和智能系统在缓解故障定位和估计、负载估计、无功补偿、停电风险等非常不同的任务中变得越来越重要。因此,一种快速、准确、可靠的保护算法对高压直流系统在许多领域的推广使用具有重要意义。在本研究中,研究了直流线路上的单相接地故障并讨论了一种新的机器学习方法。利用Matlab仿真得到的虚拟故障进行小波变换特征提取。在此基础上,利用小波变换的系数计算香农熵和信号能量值,用于识别稳态和故障状态。之后,系数在[-1,1]之间归一化。最后,将极值学习机用于故障估计和定位过程。
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引用次数: 15
Energy consuption monitoring with smart lamp socket for smart grid via M2M platform M2M平台智能电网智能灯座能耗监测
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947606
Saadin Oyucu, Hüseyin Polat, Ahmet Aksoz, A. Saygin, E. Yılmaz
Main problem of energy is limited energy resources, because the energy consumption rapidly increases. Furthermore, efficiently use of energy is a way to reduce the problem. In this study, a smart lamp socket unit was developed to report the consumption values of the energy and to measure energy consumption in the lighting area where the consumption of electric energy is generally high. The smart lamp socket is able to communicate via wireless network connection and internet protocol. A machine to machine (M2M) platform has been developed for easily accessible user interaction, energy consumption tracking, management and reporting thanks to the smart lamp socket. Using the M2M platform, many smart lamp socket unit can be communicated at the same time. Thus any costumer can directly manage to save energy according to reported consumption data and observed the energy consumption in the lighting fields.
能源的主要问题是有限的能源,因为能源消耗迅速增加。此外,有效利用能源是减少这个问题的一种方法。本研究开发了一种智能灯座单元,用于报告电能的消耗值,并测量电能消耗普遍较高的照明区域的能耗。智能灯座能够通过无线网络连接和互联网协议进行通信。一个机器对机器(M2M)平台已经开发出来,方便用户交互,能源消耗跟踪,管理和报告,这要归功于智能灯插座。利用M2M平台,多个智能灯插座单元可以同时通信。因此,任何客户都可以根据报告的消费数据直接管理节能,并观察照明领域的能源消耗。
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引用次数: 1
Nash-equilibrium electricity portfolios in the smart grid: A genetic annealing solution 智能电网中的纳什均衡电力组合:一种遗传退火解决方案
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947601
G. Longoria, Lei Shi
To leverage the potential of bilateral contracts in the smart grid, we address the conflict-of-interest problem of designing energy portfolios. From the viewpoint of competing Utility companies, we present a game theoretical formulation for contract offering with integration of wind energy. We propose a heuristic algorithm, the Recursive Genetic Annealing algorithm (RGAn), to find the Nash-Equilibrium solution, that is, the best trade-off between cost and uncertainty. To hedge the portfolios, we model the decision making process as a non-cooperative game. Expected Utility theory is used to define the minimum cost energy mix. We show the RGAn outperforms the genetic algorithm.
为了充分发挥智能电网双边合同的潜力,我们解决了能源组合设计中的利益冲突问题。从电力公司竞争的角度出发,提出了风电并网合同提供的博弈理论公式。我们提出了一种启发式算法,递归遗传退火算法(RGAn),以找到纳什均衡解,即成本和不确定性之间的最佳权衡。为了对冲投资组合,我们将决策过程建模为非合作博弈。期望效用理论用于定义最低成本的能源组合。我们证明了RGAn优于遗传算法。
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引用次数: 2
Smart grid integration of micro hybrid power system using 6-switched 3-level inverter 采用6开关3电平逆变器的微混合动力系统智能电网集成
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947625
Alper Kerem, Ahmet Aksoz, A. Saygin, E. Yılmaz
A hybrid power system modeled in Matlab/Simulink environment is presented in this study. This model includes a hybrid system consisting of wind and solar panels and it is connected to the smart grid through a 6-switched 3-level inverter. A 6-switched 3-level inverter is preferred in this study as an inverter due to its success in minimizing the harmonics. The signals required for the operation of the semiconductor switches within the inverter are obtained by the space-vector pulse width modulation technique. The system fed the receivers by generating electricity energy and sent the generated excess energy to the grid (grid) on favorable conditions, that is, when wind and/or sun are sufficient for energy production. The receivers are fed by the grid on unfavorable conditions. By means of analyzing the performance of the system, it is determined that the system is stable.
本文介绍了一种基于Matlab/Simulink环境的混合动力系统模型。该模型包括一个由风能和太阳能板组成的混合系统,并通过一个6开关3电平逆变器连接到智能电网。6开关3电平逆变器在本研究中是首选的逆变器,因为它成功地减少了谐波。通过空间矢量脉宽调制技术获得逆变器内半导体开关工作所需的信号。该系统通过产生电能为接收器供电,并在有利条件下,即当风和/或太阳足以产生能量时,将产生的多余能量发送到电网(grid)。接收机在不利条件下由电网供电。通过对系统性能的分析,确定系统是稳定的。
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引用次数: 8
Accurate indoor localization with optimized fingerprinting algorithm 优化指纹识别算法,实现室内精确定位
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947621
A. Basak, M. H. Sazli
Global positioning systems, that proved their success in the outdoors, cannot perform as well in enclosed environments because they suffer from absence of line of sight or bad reception quality of base stations. In this regard, methods are being developed for highest accuracy indoor locating performance with least cost. Among these methods localization with fingerprinting is far more superior to other indoor localization methods as it uses the surrounding signals in the environment for accurate positioning and is available to most common mobile devices. In this work, indoor fingerprinting algorithms for localization of mobile devices based on Correlation Database (CDB) Filtering, Genetic Algorithm (GA) and Big Bang — Big Crunch (BB-BC) are compared. Results show that using adaptive GA or BB-BC < 3 m error of %95 can be achieved with 4 Bluetooth Low Energy (BLE) beacons distributed around a 40 m2 testbed, compared to < 5.4 m for CDB Filtering.
全球定位系统在室外已证明是成功的,但在封闭环境中却表现不佳,因为它们缺乏视线或基站接收质量差。在这方面,正在开发以最低成本获得最高精度的室内定位性能的方法。在这些方法中,指纹定位远优于其他室内定位方法,因为它利用环境中的周围信号进行准确定位,并且大多数常见的移动设备都可以使用。本文比较了基于相关数据库(CDB)滤波、遗传算法(GA)和大爆炸-大收缩(BB-BC)的室内指纹定位算法。结果表明,使用自适应遗传算法或BB-BC,在40 m2的测试平台上分布4个蓝牙低功耗(BLE)信标,可以实现< 3 m的误差%95,而CDB滤波的误差< 5.4 m。
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引用次数: 2
Theoretical and practical aspects of implementing a low voltage express feeder between nearby distribution transformers to reduce annual losses 在附近配电变压器之间实施低压快速馈线以减少年损耗的理论和实践方面
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947604
Naile Kaş, O. Tor, M. E. Cebeci, Melih Goktepe, Emrah Kalkan, Seyit Cem Yılmaz, A. N. Guven, A. Gundogdu
Capacity of distribution transformers is usually determined based on peak demand forecasted along a planning period. Peak demand actualizes at different seasons depending on the load characteristics of the transformers. For example, transformers at coastal towns essentially experience peak demand during summer periods. Although such transformers are loaded up to their capacities at summer seasons, their loading level reduces drastically during the off-season periods. This study addresses technical losses of such transformers and presents a solution to reduce the total transformer losses by means of implementing a low voltage express feeder (LVEF) between transformers close by. Total load of two nearby transformers is supplied by only one of the transformers through the LVEF while the other transformer is de-energized during off-season period. Depending on the criteria addressed in this study, this approach enables a decrease in the annual total loss of the system. Study includes a pilot implementation on-site.
配电变压器的容量通常是根据规划期内的峰值需求预测来确定的。根据变压器的负载特性,峰值需求在不同的季节实现。例如,沿海城镇的变压器基本上在夏季经历了需求高峰。虽然这种变压器在夏季负荷达到其容量,但在淡季期间其负荷水平急剧下降。本研究解决了此类变压器的技术损耗,并提出了一种通过在相邻变压器之间实施低压快速馈线(LVEF)来降低变压器总损耗的解决方案。相邻两台变压器的总负荷仅由其中一台变压器通过LVEF供电,而另一台变压器在淡季断电。根据本研究中提出的标准,这种方法可以减少系统的年总损失。研究包括现场试点实施。
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引用次数: 1
Power management strategy to enhance the operation of active distribution networks 提高主动式配电网运行的电力管理策略
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947609
A. A. Mohamed, R. El-Sharkawy, W. Omran
This paper focuses on the power management of renewable energy based distributed generators (RDGs) installed in medium voltage distribution networks (DNs). The goal of the study is to propose a strategy that improves the operation of the distribution network by utilizing the available resources efficiently. This is achieved by continuously managing the output power from the RDGs to meet the required demand. To achieve this task, the proposed strategy is divided into two stages; short-term planning stage and distribution network operation stage. In the short term planning stage, optimal power flow (OPF) is used to determine the output of the RDGs using forecasted data. The aim of the OPF is to minimize the power loss of the distribution network. The second stage aims to manage the actual output power of the RDGs using a multi-agent system (MAS). This stage is responsible for controlling any power imbalance that occurs between the generation and demand in each zone until the OPF is executed in the next time step. The OPF is performed using Particle Swarm Optimization (PSO) implemented in MATLAB, while the MAS is implemented in the JADE environment.
本文主要研究了安装在中压配电网中的可再生能源分布式发电机的电源管理问题。本研究的目的是提出一种策略,通过有效地利用可用资源来改善配电网络的运作。这是通过持续管理rdg的输出功率来满足所需的需求来实现的。为完成这一任务,所提出的战略分为两个阶段;短期规划阶段和配电网运行阶段。在短期规划阶段,采用最优潮流(OPF)方法根据预测数据确定电网的输出。OPF的目标是使配电网的功率损耗最小化。第二阶段的目标是使用多代理系统(MAS)管理RDGs的实际输出功率。该阶段负责控制每个区域的发电和需求之间发生的任何功率不平衡,直到OPF在下一个时间步执行。OPF是用MATLAB实现的粒子群优化算法(PSO)来实现的,MAS是在JADE环境中实现的。
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引用次数: 4
Smart driving in smart city 智慧城市中的智能驾驶
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947614
Mucahit Karaduman, H. Eren
Smart cities have been drawing attention of researchers as seen in recent intensive studies. In associated with this fact, this situation is expected to continue in future works. In other side, smart vehicles are an indispensable part of smart cities. Scientists have been researching vehicles and transportation in order to reach safe and comfortable mobility. Among these vehicles, cars are the first ones that affect human life. In this study, smart cars and their drivers are elaborated in behavioral aspect. Existing works have been discussed to figure out futuristic driving behavior in smart city environment. In order to understand human thought system, additional studies have been given and recommendations have been provided. As seen in the researches conducted in recent years, researchers have been tried to interpret behavior of drivers by examining data taken by smart phones and vehicle OBD output. Evaluations are conducted by result of the specified methods. In recent decade, it has been observed that these behaviors are not only estimations; but also systems mounted on vehicles learn overall driving behavior. Hence, developed systems should work online while drivers on steering wheel. Consequently, this study will enlighten existing trends for different types of learning schemes. Future studies are expected to combine car, driver's biologic, psychological, and environmental data. Thus, in the near future, systems that understand the human thought will be developed.
最近对智慧城市的密集研究引起了研究人员的关注。考虑到这一事实,这种情况预计将在今后的工作中继续下去。另一方面,智能汽车是智慧城市不可或缺的一部分。科学家们一直在研究车辆和交通工具,以实现安全舒适的移动。在这些交通工具中,汽车是最先影响人类生活的交通工具。本研究从行为方面对智能汽车及其驾驶员进行了阐述。讨论了现有的工作,以找出智慧城市环境下的未来驾驶行为。为了了解人类的思维系统,已经进行了进一步的研究并提出了建议。从近年来的研究中可以看出,研究人员试图通过检查智能手机和车辆OBD输出的数据来解释驾驶员的行为。根据指定方法的结果进行评估。近十年来,人们观察到这些行为不仅仅是估计;但安装在车辆上的系统也可以学习整体驾驶行为。因此,开发的系统应该在驾驶员驾驶时在线工作。因此,本研究将启发不同类型学习方案的现有趋势。未来的研究有望结合汽车、驾驶员的生理、心理和环境数据。因此,在不久的将来,能够理解人类思想的系统将被开发出来。
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引用次数: 12
A novel efficient PV — Battery powered LED lighting scheme 一种新型高效光伏电池供电的LED照明方案
Pub Date : 2017-04-19 DOI: 10.1109/SGCF.2017.7947608
M. Şahin, A. Sharaf
This paper presents a novel fully controlled, flexible and self-adjusting LED lighting PV-Battery powered scheme using a pulse-width modulation (PWM) switching. This scheme is controlled a dual-loop error driven, time descaled, weighted modified proportional-integral-derivative (WM-PID) control scheme for the photovoltaic (PV)-battery interfaced to the light emitting diode (LED) lighting load. It enhances damping of transient voltage and reduces inrush current for a stabilized common DC bus to the LED load. The novel proposed flexible controller utilizes a regulated dual-loop error-driven, error-time descaled controller for the PWM switching circuit along with MOSFET/IGBT switch components. The dual-action regulator uses error driven WM-PID controller with fast acting error squared loops to ensure efficient control action. In addition, common DC-bus stabilization under severe load excursions, temporary DC side faults, and inrush current conditions are performed.
本文提出了一种新颖的全控制、灵活和自调节的LED照明光伏电池供电方案,该方案采用脉宽调制(PWM)开关。该方案采用双环误差驱动、时间去标度、加权修正比例-积分-导数(WM-PID)控制方案控制与LED照明负载相连接的光伏电池。它增强了瞬态电压的阻尼,减少了稳定的普通直流母线到LED负载的浪涌电流。该柔性控制器采用可调节的双环误差驱动、误差时间除标控制器,用于PWM开关电路以及MOSFET/IGBT开关元件。双作用调节器采用误差驱动WM-PID控制器,具有快速作用误差平方环,以确保有效的控制作用。此外,在严重负载漂移、临时直流侧故障和涌流条件下,执行常见的直流母线稳定。
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引用次数: 0
期刊
2017 5th International Istanbul Smart Grid and Cities Congress and Fair (ICSG)
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