• Title/Summary/Keyword: Load Sharing Algorithm

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Optimal Charging and Discharging for Multiple PHEVs with Demand Side Management in Vehicle-to-Building

  • Nguyen, Hung Khanh;Song, Ju Bin
    • Journal of Communications and Networks
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    • v.14 no.6
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    • pp.662-671
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    • 2012
  • Plug-in hybrid electric vehicles (PHEVs) will be widely used in future transportation systems to reduce oil fuel consumption. Therefore, the electrical energy demand will be increased due to the charging of a large number of vehicles. Without intelligent control strategies, the charging process can easily overload the electricity grid at peak hours. In this paper, we consider a smart charging and discharging process for multiple PHEVs in a building's garage to optimize the energy consumption profile of the building. We formulate a centralized optimization problem in which the building controller or planner aims to minimize the square Euclidean distance between the instantaneous energy demand and the average demand of the building by controlling the charging and discharging schedules of PHEVs (or 'users'). The PHEVs' batteries will be charged during low-demand periods and discharged during high-demand periods in order to reduce the peak load of the building. In a decentralized system, we design an energy cost-sharing model and apply a non-cooperative approach to formulate an energy charging and discharging scheduling game, in which the players are the users, their strategies are the battery charging and discharging schedules, and the utility function of each user is defined as the negative total energy payment to the building. Based on the game theory setup, we also propose a distributed algorithm in which each PHEV independently selects its best strategy to maximize the utility function. The PHEVs update the building planner with their energy charging and discharging schedules. We also show that the PHEV owners will have an incentive to participate in the energy charging and discharging game. Simulation results verify that the proposed distributed algorithm will minimize the peak load and the total energy cost simultaneously.

Leader - Follower based Formation Guidance Law and Autonomous Formation Flight Test of Multiple MAVs (편대 유도 법칙 및 초소형 비행체의 자동 편대 비행 구현)

  • You, Dong-Il;Shim, Hyun-Chul
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.39 no.2
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    • pp.121-127
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    • 2011
  • This paper presents an autonomous formation flight algorithm for micro aerial vehicles (MAVs) and its flight test results. Since MAVs have severe limits on the payload and flight time, formation of MAVs can help alleviate the mission load of each MAV by sharing the tasks or coverage areas. The proposed formation guidance law is designed using nonlinear dynamic inversion method based on 'Leader-Follower' formation geometric relationship. The sensing of other vehicles in a formation is achieved by sharing the vehicles' states using a high-speed radio data link. the designed formation law was simulated with flight data of MAV to verify its robustness against sensor noises. A series of test flights were performed to validate the proposed formation guidance law. The test result shows that the proposed formation flight algorithm with inter-communication is feasible and yields satisfactory results.

Control and Operating Characteristics of Three-Phase Matrix Converter with Unity Power Factor by Direct Duty-Ratio Modulation Method (단위 역률을 갖는 직접 시비율 변조방식 3상 매트릭스 컨버터의 제어 및 동작 특성)

  • Li, Yulong;Choi, Nam-Sup;Han, Byung-Moon
    • The Transactions of the Korean Institute of Power Electronics
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    • v.14 no.2
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    • pp.142-149
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    • 2009
  • This paper investigates operating characteristics of three-phase matrix converter with unity input power factor by direct duty-ratio pulse-width modulation in the case of balanced and unbalanced load. It can be found from the system analysis that (1) The control algorithm for unity power factor is not related to the variables of load sides but the input voltages, (2) With the balanced three-phase load except for the pure reactive load, the unity input power factor can be achieved, (3) In the case of the unbalanced linear load, the equivalent input characteristics of the matrix converter can be seen like the nonlinear resister, (4) When the input frequency and the output frequency have the specific relationship, each input phases have the same sharing of the average power. The feasibility and validity of the analysis were verified by simulation and experimental results.

A Quantitative Approach to Minimize Energy Consumption in Cloud Data Centres using VM Consolidation Algorithm

  • M. Hema;S. KanagaSubaRaja
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.2
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    • pp.312-334
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    • 2023
  • In large-scale computing, cloud computing plays an important role by sharing globally-distributed resources. The evolution of cloud has taken place in the development of data centers and numerous servers across the globe. But the cloud information centers incur huge operational costs, consume high electricity and emit tons of dioxides. It is possible for the cloud suppliers to leverage their resources and decrease the consumption of energy through various methods such as dynamic consolidation of Virtual Machines (VMs), by keeping idle nodes in sleep mode and mistreatment of live migration. But the performance may get affected in case of harsh consolidation of VMs. So, it is a desired trait to have associate degree energy-performance exchange without compromising the quality of service while at the same time reducing the power consumption. This research article details a number of novel algorithms that dynamically consolidate the VMs in cloud information centers. The primary objective of the study is to leverage the computing resources to its best and reduce the energy consumption way behind the Service Level Agreement (SLA)drawbacks relevant to CPU load, RAM capacity and information measure. The proposed VM consolidation Algorithm (PVMCA) is contained of four algorithms: over loaded host detection algorithm, VM selection algorithm, VM placement algorithm, and under loading host detection algorithm. PVMCA is dynamic because it uses dynamic thresholds instead of static thresholds values, which makes it suggestion for real, unpredictable workloads common in cloud data centers. Also, the Algorithms are adaptive because it inevitably adjusts its behavior based on the studies of historical data of host resource utilization for any application with diverse workload patterns. Finally, the proposed algorithm is online because the algorithms are achieved run time and make an action in response to each request. The proposed algorithms' efficiency was validated through different simulations of extensive nature. The output analysis depicts the projected algorithms scaled back the energy consumption up to some considerable level besides ensuring proper SLA. On the basis of the project algorithms, the energy consumption got reduced by 22% while there was an improvement observed in SLA up to 80% compared to other benchmark algorithms.

Line Impedance Estimation Based Adaptive Droop Control Method for Parallel Inverters

  • Le, Phuong Minh;Pham, Xuan Hoa Thi;Nguyen, Huy Minh;Hoang, Duc Duy Vo;Nguyen, Tuyen Dinh;Vo, Dieu Ngoc
    • Journal of Power Electronics
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    • v.18 no.1
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    • pp.234-250
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    • 2018
  • This paper presents a new load sharing control for use between paralleled three-phase inverters in an islanded microgrid based on the online line impedance estimation by the use of a Kalman filter. In this study, the mismatch of power sharing when the line impedance changes due to temperature, frequency, significant differences in line parameters and the requirements of the Plug-and-Play mode for inverters connected to a microgrid has been solved. In addition, this paper also presents a new droop control method working with the line impedance that is different from the traditional droop algorithm when the line impedance is assumed to be pure resistance or pure inductance. In this paper, the line impedance estimation for parallel inverters uses the minimum square method combined with a Kalman filter. In addition, the secondary control loops are designed to restore the voltage amplitude and frequency of a microgrid by using a combined nominal value SOGI-PLL with a generalized integral block and phase lock loop to monitor the exact voltage magnitude and frequency phase at the PCC. A control model has been simulated in Matlab/Simulink with three voltage source inverters connected in parallel for different ratios of power sharing. The simulation results demonstrate the accuracy of the proposed control method.

Analysis of Transient Characteristics of Load Sharing Algorithm (부하공유 알고리즘의 과도특성 해석)

  • 박세명
    • Proceedings of the Korea Society for Simulation Conference
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    • 1993.10a
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    • pp.15-15
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    • 1993
  • 기존의 부하공유에 대한 연구에서는 제안된 방법의 성능을 검증하기 위해서 각 처리기의 부하가 동일한 경우(homogeneous workload)와 각 처리기의 부하가 상이한 경우(heterogeneous workload)에 대해서 실험을 하고 있다. 처리기의 부하가 상이한 경우를 실험하기 위해서는 시스템내의 처리기중에서 부하를 발생시키는 처리기의 갯수, 처리기의 부하를 고부하, 저부하로 나뉘어질때 고부하 처리기의 비율, 그리고 각 처리기의 처리속도가 상이한 경우에 일정한 처리속도를 갖는 처리기의 비율의 변화에 따른 알고리즘의 성능을 평가하고 있다. 그러나 기존의 실험은 안정상태(steady state)의 경우에만 한정되어 있어 하루중 시간대에 따라서 처리기의 부하가 증감하는 현상을 보이는 실시스템의 환경을 정확히 반영하기는 어렵우므로 실험환경이 변화하는 시점, 즉 과도상태(transient state)에 대한 알고리즘의 분석이 필요하다. 본 연구에서는 각 처리기의 부하, 또는 시스템의 부하가 일시적으로 증가,또는 감소하는 과도상태하에서 기존의 부하공유 알고리즘의 동작 특성을 실험을 통해서 분석하였다. 이를 위해 기존의 부하공유 알고리즘중에서 송신자-시작, 수신자-시작, 그리고 송수신자-시작 알고리즘을 대상 알고리즘으로 선정하였으며, 성능평가를 위해서는 제출된 작업의 작업반환시간, 각 처리기에서 대기중인 작업의 평균 갯수와 표준편차를 이용하였다.

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Enhanced Weighted Factoring Algorithm For Load-Sharing In Heterogeneous Clustering Systems (이기종 클러스터 환경에서 부하공유를 위한 Enhanced Weighted Factoring 알고리즘)

  • 최인복;이재동
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10c
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    • pp.355-357
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    • 2002
  • 최근 인터넷이 발달하면서 인터넷 상의 다양한 컴퓨터들을 연결함으로써 이기종 클러스터 환경 구축이 용이해졌다. 이러한 이기종 클러스터 환경에서 알고리즘의 이식성을 높이기 위해서는 네트워크의 특성 및 노드의 이질성에 따른 부하 불균형에 효과적으로 적응할 수 있어야 한다 본 논문에서는 이기종 클러스터 환경에서 Message Passing 방식을 이용한 고성능 클러스터 컴퓨팅 작업 시 최적의 효율을 얻을 수 있는 Enhanced-WF 알고리즘을 제시한다 Enhanced-WF 알고리즘은 부하공유를 위하여 Weighted Factoring 알고리즘을 기반으로 적응할당정책을 적용하는 동시에 네트워크 통신시간과 계산시간을 겹치게 한다. Enhanced-WF 알고리즘의 성능을 측정하기 위해 이기종 PC클러스터 환경에서 PVM을 이용한 행렬곱셈 프로그램을 이용하였다. 그 결과, Enhanced-WF 알고리즘이 이기종 클러스터 환경에서 Send, GSS, Weighted Factoring 알고리즘과 같은 기존의 부하공유 알고리즘보다 효과적임을 보였다.

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Design of Digital Governor Controller for Frequency Stability Improvement (주파수 안정도 개선을 위한 디지털 조속기 제어기 개발)

  • Lee, Sang-Hun;Choi, Sang-Gyu;Lee, Hwa-Chun;Song, Seung-Gun
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.26 no.9
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    • pp.64-72
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    • 2012
  • The interest in wind power generation area such as developing and operating wind-diesel pilot complex in remote and island regions that have difficulty in having power plant and connecting to power system is growing rapidly in the world. We have installed and researched the hybrid system in Sekgok Pilot Complex to meet the new generation system. From the monitored data of the system, the performance of each diesel power plant is outstanding. However, step out problem was detected with respect to load sharing and synchronization with decentralized power supply. An advanced controller design having better response time and stability is needed to solve such problem. In this paper, we proposed the algorithm, through digital controller of Governor, which is applied to hybrid system. As a result, we obtained the stable frequency value in variable loading conditions. Also, we proved the advanced response time and stability through the simulation and experiment by applying additional current signal to the control algorithm.

A Study on the Independent Operation and Connected Operation of Microgrid (마이크로그리드의 독립운영 및 연계운영에 관한 연구)

  • Oh, Hyun-Ju;Park, Sung-Jun;Park, Seong-Mi;Kim, Chun-Sung
    • Journal of the Korean Society of Industry Convergence
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    • v.25 no.6_3
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    • pp.1199-1206
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    • 2022
  • Fossil fuels are one of the various energy sources used by humans, and industrial development has been achieved by relying on fossil fuels for a long time in the past. In order to respond to the depletion of fossil fuels and climate change, the world is trying to build an eco-friendly energy ecosystem. Research on efficiency improvement using renewable energy and ESS in various ways for energy conversion is being promoted. In this paper, a microgrid for industrial complexes was designed, constructed, and demonstrated. It was operated in two modes: an independent mode that each plant generates and uses independently and a connected operation mode that allows energy sharing between factories. In the case of independent mode, PV and PCS were intermittently stopped and restarted according to the status change of SoC section of each site. But, in the case of the connected operation mode, stable power supply was confirmed through power transaction through the operation of the entire SoC. This paper presented and verified an algorithm to stably supply power to industrial complexes consisting of various consumers with different load characteristics.

A Novel Control Strategy of Three-phase, Four-wire UPQC for Power Quality Improvement

  • Pal, Yash;Swarup, A.;Singh, Bhim
    • Journal of Electrical Engineering and Technology
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    • v.7 no.1
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    • pp.1-8
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    • 2012
  • The current paper presents a novel control strategy of a three-phase, four-wire Unified Power Quality (UPQC) to improve power quality. The UPQC is realized by the integration of series and shunt active power filters (APF) sharing a common dc bus capacitor. The realization of shunt APF is carried out using a three-phase, four-leg Voltage Source Inverter (VSI), and the series APF is realized using a three-phase, three-leg VSI. To extract the fundamental source voltages as reference signals for series APF, a zero-crossing detector and sample-and-hold circuits are used. For the control of shunt APF, a simple scheme based on the real component of fundamental load current (I $Cos{\Phi}$) with reduced numbers of current sensors is applied. The performance of the applied control algorithm is evaluated in terms of power-factor correction, source neutral current mitigation, load balancing, and mitigation of voltage and current harmonics in a three-phase, four-wire distribution system for different combinations of linear and non-linear loads. The reference signals and sensed signals are used in a hysteresis controller to generate switching signals for shunt and series APFs. In this proposed UPQC control scheme, the current/voltage control is applied to the fundamental supply currents/voltages instead of fast-changing APF currents/voltages, thus reducing the computational delay and the required sensors. MATLAB/Simulink-based simulations that support the functionality of the UPQC are obtained.