• Title/Summary/Keyword: Dynamic power saving

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Real-Time Power-Saving Scheduling Based on Genetic Algorithms in Multi-core Hybrid Memory Environments (멀티코어 이기종메모리 환경에서의 유전 알고리즘 기반 실시간 전력 절감 스케줄링)

  • Yoo, Suhyeon;Jo, Yewon;Cho, Kyung-Woon;Bahn, Hyokyung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.1
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    • pp.135-140
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    • 2020
  • Recently, due to the rapid diffusion of intelligent systems and IoT technologies, power saving techniques in real-time embedded systems has become important. In this paper, we propose P-GA (Parallel Genetic Algorithm), a scheduling algorithm aims at reducing the power consumption of real-time systems in multi-core hybrid memory environments. P-GA improves the Proportional-Fairness (PF) algorithm devised for multi-core environments by combining the dynamic voltage/frequency scaling of the processor with the nonvolatile memory technologies. Specifically, P-GA applies genetic algorithms for optimizing the voltage and frequency modes of processors and the memory types, thereby minimizing the power consumptions of the task set. Simulation experiments show that the power consumption of P-GA is reduced by 2.85 times compared to the conventional schemes.

Effective Power Saving Algorithm under Dynamic Source Routing (동적 소스 라우팅에서의 효율적인 파워 세이빙 알고리즘)

  • 정다운;노원종;한규호;임경수;안순신
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04a
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    • pp.745-747
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    • 2004
  • 배터리 파워는 모바일 애드 혹 네트워크(Mobile Ad hoc Network)에서 중요한 리소스이다. 기존의 라우팅 알고리즘에서는 노드의 파워를 on-off 시키는 방법으로 파워를 관리해왔다. 본 논문에서는 DSR (dynamic source routing)에서 route discovery, route maintenance를 할 때 각 노드의 배터리 파워 레벨을 고려하여 파워 레벨이 낮은 노드들은 RREP packet을 보내지 않음으로써 소스에서 데스티네이션까지의 경로를 오래 유지시킬 수 있고, 또한 파워 레벨이 높은 하나의 노드에 트래픽이 집중되지 않도록 하기 위해 큐(queue)에 담겨있는 트랜스미션패킷과 리시브 패킷의 수까지 고려하여 경로를 설정한다. 이 알고리즘을 이용함으로써 각 노드의 파워를 효율적으로 관리함은 물론, 전체 네트워크의 load 균형을 맞춤으로 네트워크의 수명을 길게 할 수 있다.

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A Study on the Design of an Indirect Shift Transient Torque Controller for an Automatic Power Transmission System (자동변속장치의 간접식 과도토오크 제어기 설계에 관한 연구)

  • Jung, H.S.;Lee, K.I.
    • Transactions of the Korean Society of Automotive Engineers
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    • v.2 no.5
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    • pp.110-120
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    • 1994
  • Due to the increasing demands in comfortable drivability, most motor companies are developing their own unique shift controller to suppress the shift shock induced by gear change. For a typical automatic transmission system, the dynamic constraints of friction clutch was clarified for efficient program development and major factors effecting the shift transient was confirmed by simulation study. The MIMO LQG/LTR controller was designed to control the turbine and corresponding gear speed. By establishing the control strategy recalling transient response during shift the speed controller mentioned above was used as an indirect torque controller. Consequently a new concept for a systematic design method of shift controller applicable to wide-varying systems was suggested which is time efficient and cost efficient saving a lot of experimental study.

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Hierarchical Power Management Architecture and Optimal Local Control Policy for Energy Efficient Networks

  • Wei, Yifei;Wang, Xiaojun;Fialho, Leonardo;Bruschi, Roberto;Ormond, Olga;Collier, Martin
    • Journal of Communications and Networks
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    • v.18 no.4
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    • pp.540-550
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    • 2016
  • Since energy efficiency has become a significant concern for network infrastructure, next-generation network devices are expected to have embedded advanced power management capabilities. However, how to effectively exploit the green capabilities is still a big challenge, especially given the high heterogeneity of devices and their internal architectures. In this paper, we introduce a hierarchical power management architecture (HPMA) which represents physical components whose power can be monitored and controlled at various levels of a device as entities. We use energy aware state (EAS) as the power management setting mode of each device entity. The power policy controller is capable of getting information on how many EASes of the entity are manageable inside a device, and setting a certain EAS configuration for the entity. We propose the optimal local control policy which aims to minimize the router power consumption while meeting the performance constraints. A first-order Markov chain is used to model the statistical features of the network traffic load. The dynamic EAS configuration problem is formulated as a Markov decision process and solved using a dynamic programming algorithm. In addition, we demonstrate a reference implementation of the HPMA and EAS concept in a NetFPGA frequency scaled router which has the ability of toggling among five operating frequency options and/or turning off unused Ethernet ports.

A Study on the Adoption of Power Take Off Operation Mode and Fuel-Saving Effect in the Hybrid Electric Propulsion System for a Warship (전투함 하이브리드 전기추진 시스템의 PTO 운전모드 적용 및 연료절감 효과 연구)

  • Kim, So-Yeon
    • The Transactions of the Korean Institute of Power Electronics
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    • v.24 no.1
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    • pp.40-48
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    • 2019
  • Hybrid electric propulsion systems (H-EPSs) are an intermediate step for integrated full electric propulsion warships. H-EPSs are a dynamic combination of mechanical and electrical propulsion systems to achieve the required mission performances. The system modes could adapt to meet the requirement of the various operation conditions of a warship. This paper presents a configuration and operating modes of H-EPSs considering the operation conditions of a destroyer class warship. The system has three propulsion modes, namely, motoring mode, generating mode [power take off (PTO) mode], and mechanical mode. The PTO mode requires a careful fuel efficiency analysis because the fuel consumption rate of propulsion engines may be low compared with the generator's engines depending on the loading power. Therefore, the calculation of fuel consumption according to the operating modes is performed in this study. Although the economics of the PTO mode depends on system cases, it has an advantage in that it ensures the reliability of electric power in case of blackout or minimum generator operation.

Dynamic Cell Reconfiguration Framework for Energy Conservation in Cellular Wireless Networks

  • Son, Kyuho;Guruprasad, Ranjini;Nagaraj, Santosh;Sarkar, Mahasweta;Dey, Sujit
    • Journal of Communications and Networks
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    • v.18 no.4
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    • pp.567-579
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    • 2016
  • Several energy saving techniques in cellular wireless networks such as active base station (BS) selection, transmit power budget adaptation and user association have been studied independently or only part of these aspects have been considered together in literature. In this paper, we jointly tackle these three problems and propose an integrated framework, called dynamic cell reconfiguration (DCR). It manages three techniques operating on different time scales for ultimate energy conservation while guaranteeing the quality of service (QoS) level of users. Extensive simulations under various configurations, including the real dataset of BS topology and utilization, demonstrate that the proposed DCR can achieve the performance close to an optimal exhaustive search. Compared to the conventional static scheme where all BSs are always turned on with their maximum transmit powers, DCR can significantly reduce energy consumption, e.g., more than 30% and 50% savings in uniform and non-uniform traffic distribution, respectively.

Control Design of the Brushless Doubly-Fed Machines for Stand-Alone VSCF Ship Shaft Generator Systems

  • Liu, Yi;Ai, Wu;Chen, Bing;Chen, Ke
    • Journal of Power Electronics
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    • v.16 no.1
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    • pp.259-267
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    • 2016
  • This paper presents a stand-alone variable speed constant frequency (VSCF) ship shaft generator system based on a brushless doubly-fed machine (BDFM). In this system, the output voltage amplitude and frequency of the BDFM are kept constant under a variable rotor speed and load by utilizing a well-designed current vector controller to regulate the control winding (CW) current. The control scheme is proposed, and the hardware design for the control system is developed. The proposed generator system is tested on a 325 TEU container vessel, and the test results show the good dynamic performance of the CW current vector controller and the whole control system. A harmonic analysis of the output voltage and a fuel consumption analysis of the generator system are also implemented. Finally, the total efficiency of the generator system is presented under different rotor speeds and load conditions.

Applying Workload Shaping Toward Green Cloud Computing

  • Kim, Woongsup
    • International journal of advanced smart convergence
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    • v.1 no.2
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    • pp.12-15
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    • 2012
  • Energy costs for operating and cooling computing resources in Cloud infrastructure have increased significantly up to the point where they would surpass the hardware purchasing costs. Thus, reducing the energy consumption can save a significant amount of management cost. One of major approach is removing hardware over-provisioning. In this paper, we propose a technique that facilitates power saving through reducing resource over provisioning based on virtualization technology. To this end, we use dynamic workload shaping to reschedule and redistribute job requests considering overall power consumption. In this paper, we present our approach to shape workloads dynamically and distribute them on virtual machines and physical machines through virtualization technology. We generated synthetic workload data and evaluated it in simulating and real implementation. Our simulated results demonstrate our approach outperforms to when not using no workload shaping methodology.

A Deadline_driven CPU Power Consumption Management Scheme of the TMO-eCos Real-Time Embedded OS (실시간 임베디드 운영체제 TMO-eCos의 데드라인 기반 CPU 소비 전력 관리)

  • Park, Jeong-Hwa;Kim, Jung-Guk
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.4
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    • pp.304-308
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    • 2009
  • This paper presents the deadline driven CPU-Power management scheme for the Real-Time Embedded OS: named TMO-eCos. It used the scheduling scenarios generated by a task serialization technique for hard real- time TMO system. The serializer does a off-line analysis at design time with period, deadline and WCET of periodic tasks. Finally, TMO-eCos kernel controls the CPU speed to save the power consumption under the condition that periodic tasks do not violate deadlines. As a result, the system shows a reasonable amount of power saving. This paper presents all of these processes and test results.

Modeling and Control Design of Dynamic Voltage Restorer in Microgrids Based on a Novel Composite Controller

  • Huang, Yonghong;Xu, Junjun;Sun, Yukun;Huang, Yuxiang
    • Journal of Electrical Engineering and Technology
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    • v.11 no.6
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    • pp.1645-1655
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    • 2016
  • A Dynamic Voltage Restorer (DVR) model is proposed to eliminate the short-term voltage disturbances that occur in the grid-connected mode, the switching between grid-connected mode and the stand-alone mode of a Microgrid. The proposed DVR structure is based on a conventional cascaded H-bridge multilevel inverter (MLI) topology; a novel composite control strategy is presented, which could ensure the compensation ability of voltage sag by the DVR. Moreover, the compensation to specified order of harmonic is added to implement effects that zero-steady error compensation to harmonic voltage in specified order of the presented control strategy; utilizing wind turbines-batteries units as DC energy storage components in the Microgrid, the operation cost of the DVR is reduced. When the Microgrid operates under stand-alone mode, the DVR can operate on microsource mode, which could ease the power supply from the main grid (distribution network) and consequently be favorable for energy saving and emission reduction. Simulation results validate the robustness and effective of the proposed DVR system.