• Title/Summary/Keyword: Energy Balancing

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Development of a Neural Network for Optimization and Its Application to Assembly Line Balancing

  • Hong, Dae-Sun;Ahn, Byoung-Jae;Shin, Joong-Ho;Chung, Won-Jee
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.587-591
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    • 2003
  • This study develops a neural network for solving optimization problems. Hopfield network has been used for such problems, but it frequently gives abnormal solutions or non-optimal solutions. Moreover, it takes much time for solving a solution. To overcome such disadvantages, this study adopts a neural network whose output nodes change with a small value at every evolution, and the proposed neural network is applied to solve ALB (Assembly Line Balancing) problems . Given a precedence diagram and a required number of workstations, an ALB problem is solved while achieving even distribution of workload among workstations. Here, the workload variance is used as the index of workload deviation, and is reflected to an energy function. The simulation results show that the proposed neural network yields good results for solving ALB problems with high success rate and fast execution time.

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Cell Balancing Scheme with Series Coupling of Multiple Primary Windings for Hybrid Electric Vehicle Lithium-Ion Battery Cells

  • Park, Hong-Sun;Kim, Chong-Eun;Moon, Gun-Woo;Lee, Joong-Hui
    • Proceedings of the KIPE Conference
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    • 2007.07a
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    • pp.347-349
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    • 2007
  • Charge equalization scheme for HEV lithium-ion battery system is proposed in this paper, where all the primary windings with in parallel bi-directional switches are coupled in series to provide the equalizing energy from the whole battery string to the specific under charged cells. Moreover, to realize minimized size of equalization circuit employing the proposed cell balancing scheme, the optimal power rating design rule according to equalization time and SOC distribution of imbalance is proposed. A prototype of HEV lithium-ion battery system of four cells shows the outstanding charge equalization performance while maintaining greatly reduced size of cell balancing circuit.

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Research on An Energy Efficient Triangular Shape Routing Protocol based on Clusters (클러스터에 기반한 에너지 효율적 삼각모양 라우팅 프로토콜에 관한 연구)

  • Nurhayati, Nurhayati;Lee, Kyung-Oh
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.9
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    • pp.115-122
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    • 2011
  • In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an overload node occurs due to allocated job, the proposed scheme migrates job, executing in overload nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.

BMS with Active Cell Balancing (능동형 셀 발란싱 기능을 갖는 배터리 관리 시스템)

  • Jung, Euney;Park, Kwangun;Jung, Hanju;Lee, Hongki
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.06a
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    • pp.146.1-146.1
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    • 2010
  • 최근 전력 수요의 증가와 지구 온난화 문제가 화두가 되면서 피크 전력관리와 스마트 그리드의 필요성이 강조되고 있다. 이들을 구현하기위해 반드시 필요한 것이 에너지 저장 시스템이다. 본 발표는 배터리 에너지 저장 시스템에 사용되는 능동형 셀 발란싱 기능을 갖는 배터리 관리 시스템에 관한 것이다. 전력 에너지 저장용 배터리는 원하는 전압과 전력을 저장하기위해 단전지(Cell)들을 보통 수천 개가 직렬 병렬로 연결되어 구성된다. 배터리팩을 구성하는 단전지 한 개의 용량이 다른 단전지 보다 크거나 작던지 또는 한 개의 단전지에 문제가 생기면 배터리팩 전체의 성능이 저하되든가 또는 사용 할 수가 없게 된다. 따라서 배터리팩을 구성 할 때는 용량이 동일 한 단전지들을 사용한다. 에너지 저장용 배터리팩에는 수백 와트의 단전지 들이 사용되므로 에너지 저장용 배터리팩을 위한 단전지 생산에는 많은 어려움이 있다. 능동형 셀 발란싱 기술을 사용 하면 이러한 배터리팩의 문제를 해결 할 수 있어 셀 제조원가를 절감 할 수 있을 뿐만 아니라 배터리팩의 가용용량을 늘릴 수 있고 또한 배터리팩의 수명을 연장 할 수 있다.

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A Slot Scheduling Algorithm for Balancing Power Consumption in Tree-based Sensor Networks (트리 기반 센서네트워크에서 전력 소모 균형을 위한 슬랏 스케쥴링 알고리즘)

  • Kim, Je-Wook;Oh, Roon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.5A
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    • pp.502-510
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    • 2011
  • In this paper, we propose a slot scheduling algorithm for balancing power consumption in tree-based sensor networks. In this type of networks, nodes with lower depths tend to consume more energy than those with higher depths, thereby reducing the life time of the network. The proposed algorithm allocates a series of receiving slots first and then a series of sending slots. This way of slot allocation eases packet aggregation and filtering, and thus reduces traffic load on nodes near a sink. We compare the proposed algorithm and the frame-slot allocation algorithm employed in the TreeMAC by resorting to simulation. The simulation results showed that the proposed approach well achieves the balancing of power consumption.

Simulation of Pipe Network for Optimum Heat Supply in the Hot Water Heating System of Apartment House (공동주택 온수난방 시스템의 적정 열공급을 위한 배관망 시뮬레이션)

  • Kim, J.Y.;Mim, M.K.;Choi, Y.D.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.5 no.3
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    • pp.157-168
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    • 1993
  • Pipe network of hot water heat supply system in an apartment house was analyzed. Flowrate and supply heat capacity of each household in which constant flowrate balancing valve is installed in a single zone system were calculated and the results were investigated. In the existing piping system, the non-uniformity of heat supply with floors due to the static pressure and temperature difference between supply main and return main can not be avoided and this tendency get intense with the increase of the height of building. The non-uniformity of heat supply can be prevented by the installation of balancing valve at each household, however if the performance of supply pump is not sufficient to overcome the energy loss due to the installation of balancing valve for constant flow rate or if the selection of the valve capacity is not adequate, the valves will may lose their controllability.

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Efficient Dual-layered Hierarchical Routing Scheme for Wireless Sensor Networks

  • Yoon, Mahn-Suk;Kim, Hyun-Sung;Lee, Sung-Woon
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2008.10b
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    • pp.507-511
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    • 2008
  • Supporting energy efficiency and load balancing in wireless sensor network is the most important issue in devising the hierarchical routing protocols. Recently, the dual layered clustering scheme with GPS was proposed for the supporting of load balancing for cluster heads but there would be many collided messages in the overlapped area between two layers. Thereby, the purpose of this paper is to reduce the collision rate in the overlapped layer by concisely distinguish them with the same number of nodes in them. For the layer partition, this paper uses an equation $x^2+ y^2{\le}(\frac{R}{\sqrt{2\pi}})^2$ to distinguish layers. By using it, the scheme could efficiently distinguish two layers and gets the balanced number of elements in them. Therefore, the proposed routing scheme could prolong the overall network life cycle about 10% compared to the previous two layered clustering scheme.

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A Study on the BMS(Battery Management System) of Active Cell Balancing System using Lithium Ion Battery for Efficient Energy Management (효율적인 에너지 관리를 위해 리튬이온 배터리를 적용한 능동 셀 벨런싱 시스템 BMS(Battery Management System)에 관한 연구)

  • Kim, Jae-Jin
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.07a
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    • pp.388-389
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    • 2017
  • 본 논문에서는 효율적인 에너지 관리를 위해 리튬이온 배터리를 적용 능동 셀 밸런싱 시스템 BMS에 대해 제안하였다. 제안된 방법은 다수의 셀과 하나의 커패시터로 구성된 SSC(Single Switched Capacitor) 방식에서 사용되는 커패시터를 리튬이온 배터리로 변경하여 적용한 것이다. SSC 방식은 커패시터의 방향성으로 인하여 홀수 번째와 짝수 번째의 배터리에 대해 별도의 스위치를 설치하여야 하며 조작이 복잡하다는 단점을 가지고 있었다. 이러한 단점을 보완하여 커패시터를 리튬이온 배터리로 대체하여 셀의 순서에 상관없이 적용이 가능한 셀 밸런싱 방법을 제안하였다. 제안된 방법의 효율성은 BMS를 구현하여 실험 하였다. 실험 결과 셀 밸런싱이 기존의 SSC 방식보다 개선되어 효율성이 입증되었다.

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A Non-Isolated 3-Level High Step-Up Boost Converter With Output Voltage Balancing (출력 전압 밸런싱 기능을 가진 비절연형 3-레벨 고승압 부스트 컨버터)

  • Yun, Song-Hyun;Kang, Hyemin;Cha, Honnyong;Kim, Heung-Geun
    • The Transactions of the Korean Institute of Power Electronics
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    • v.20 no.5
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    • pp.464-470
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    • 2015
  • In this paper, a non-isolated three-level high step-up boost converter with output voltage balancing is proposed. By adding one extra inductor to the conventional three-level boost converter, the proposed converter is derived. Compared with the traditional boost converter and the three-level boost converter, the proposed converter can obtain very high voltage conversion ratio, and the voltage and current stress of switching devices and diodes are reduced. A 2.7 kW prototype converter is built and tested to verify performances of the proposed converter.

Performance Enhancement of Parallel Prime Sieving with Hybrid Programming and Pipeline Scheduling (혼합형 병렬처리 및 파이프라이닝을 활용한 소수 연산 알고리즘)

  • Ryu, Seung-yo;Kim, Dongseung
    • KIPS Transactions on Computer and Communication Systems
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    • v.4 no.10
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    • pp.337-342
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    • 2015
  • We develop a new parallelization method for Sieve of Eratosthenes algorithm, which enhances both computation speed and energy efficiency. A pipeline scheduling is included for better load balancing after proper workload partitioning. They run on multicore CPUs with hybrid parallel programming model which uses both message passing and multithreading computation. Experimental results performed on both small scale clusters and a PC with a mobile processor show significant improvement in execution time and energy consumptions.