• 제목/요약/키워드: Energy Management Control Algorithm

검색결과 132건 처리시간 0.028초

Implementation of Grid-interactive Current Controlled Voltage Source Inverter for Power Conditioning Systems

  • Ko Sung-Hun;Shin Young-Chan;Lee Seong-Ryong
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
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    • 제5B권4호
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    • pp.382-391
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    • 2005
  • Increasing of the nonlinear type power electronics equipment, power conditioning systems (PCS) have been researched and developed for many years in order to compensate for harmonic disturbances and reactive power. PCS's not only improve harmonic current and power factor in the ac grid line but also achieves energy saving used by the renewable energy source (RES). In this paper, the implementation of a current controlled voltage source inverter (CCVSI) using RES for PCS is presented. The basic principle and control algorithm is theoretically analyzed and the design methodology of the system is discussed. The proposed system could achieve power quality control (PQC) to reduce harmonic current and improve power factor, and demand side management (DSM) to supply active power simultaneously, which are both operated by the polarized ramp time (PRT) current control algorithm and the grid-interactive current control algorithm. A 1KVA test model of the CCVSI has been built using IGBT controlled by a digital signal processor (DSP). To verify the proposed system, a comprehensive evaluation with theoretical analysis, simulation and experimental results is presented.

The Consumer Rationality Assumption in Incentive Based Demand Response Program via Reduction Bidding

  • Babar, Muhammad;Imthias Ahamed, T.P.;Alammar, Essam A.
    • Journal of Electrical Engineering and Technology
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    • 제10권1호
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    • pp.64-74
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    • 2015
  • Because of the burgeoning demand of the energy, the countries are finding sustainable solutions for these emerging challenges. Demand Side Management is playing a significant role in managing the demand with an aim to support the electrical grid during the peak hours. However, advancement in controls and communication technologies, the aggregators are appearing as a third party entity in implementing demand response program. In this paper, a detailed mathematical framework is discussed in which the aggregator acts as an energy service provider between the utility and the consumers, and facilitate the consumers to actively participate in demand side management by introducing the new concept of demand reduction bidding (DRB) under constrained direct load control. Paper also presented an algorithm for the proposed framework and demonstrated the efficacy of the algorithm by considering few case studies and concluded with simulation results and discussions.

최적의 에너지 효율을 위한 새로운 LED 조명기기 점등제어 알고리즘 (A New LED Light Device Lighting Control Algorithm for Optimal Energy Saving)

  • 인치국;홍성일;장정욱;인치호
    • 한국인터넷방송통신학회논문지
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    • 제12권6호
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    • pp.17-23
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    • 2012
  • 본 논문에서는 최적의 에너지 효율을 위한 새로운 LED 조명기기 점등제어 알고리즘을 제안하였다. 제안된 점등제어 알고리즘은 다중센서를 기반으로 주변 조도를 측정하여 LED 조명기기의 전원부를 제어하여 에너지를 절약하였다. 또한 점등된 시간동안에는 팔각형 패턴으로 점등을 하게 되고, 일정시간 간격으로 패턴을 반전시켜 점등제어를 하다가 모션 센서에 의해 움직임이 감지되면 전체 LED는 점등하도록 설계하였다. 그리고 실시간으로 센서들로부터 측정된 정보를 Zigbee 무선 네트워크에 의하여 중앙관제센터와 통신하여 원격으로 관리제어가 가능하도록 설계하였다. 본 논문에서 제안한 점등제어 알고리즘은 에너지 절감 효과를 입증하기 위하여, 점등제어 프로그램을 이용하여 LED 조명기기의 점등 상태에 대한 전력 소비를 측정하였다. 측정한 결과, 기존의 점등 방식보다 제안한 알고리즘을 적용한 점등방식은 약 40% 이상의 에너지 절감 효과가 있음을 입증하였다.

이동형 시스템에서 프로세서의 전력 소모 최소화를 위한 주파수 선택 알고리즘 (A Frequency Selection Algorithm for Power Consumption Minimization of Processor in Mobile System)

  • 김재진;강진구;허화라;윤충모
    • 디지털산업정보학회논문지
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    • 제4권1호
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    • pp.9-16
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    • 2008
  • This paper presents a frequency selection algorithm for minimization power consumption of processor in Mobile System. The proposed algorithm has processor designed low power processor using clock gating method. Clock gating method has improved the power dissipation by control main clock through the bus which is embedded clock block applying the method of clock gating. Proposed method has compared power consumption considered the dynamic power for processor, selected frequency has considered energy gain and energy consumption for designed processor. Or reduced power consumption with decreased processor speed using slack time. This technique has improved the life time of the mobile systems by clock gating method, considered energy and using slack time. As an results, the proposed algorithm reduce average power saving up to 4% comparing to not apply processor in mobile system.

Design of a Cooperative Voltage Control System Between EMS (VMS) and DMS

  • Shin, Jeonghoon;Lee, Jaegul;Nam, Suchul;Song, Jiyoung;Oh, Seungchan
    • KEPCO Journal on Electric Power and Energy
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    • 제6권3호
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    • pp.279-284
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    • 2020
  • This paper presents the conceptual design of a cooperative control with Energy Management System (EMS) and Distribution Management System (DMS). This control enables insufficient reactive power reserve in a power transmission system to be supplemented by surplus reactive power in a power distribution system on the basis of the amount of the needed reactive power reserve calculated by the EMS. This can be achieved, because increased numbers of microgrids with distributed energy resources will be installed in the distribution system. Furthermore, the DMS with smart control strategy by using surplus reactive power in the distribution system of the area has been gradually installed in the system as well. Therefore, a kind of hierarchical voltage control and cooperative control scheme could be considered for the effective use of energy resources. A quantitative index to evaluate the current reactive power reserve of the transmission system is also required. In the paper, the algorithm for the whole cooperative control system, including Area-Q Indicator (AQI) as the index for the current reactive power reserve of a voltage control area, is devised and presented. Finally, the performance of the proposed system is proven by several simulation studies.

건물 에너지 분석 및 에너지 관리 시스템 알고리즘에 관한 연구 (A Study on the Building Energy Analysis and Algorithm of Energy Management System)

  • 한병조;박기광;구경완;양해원
    • 전기학회논문지P
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    • 제58권4호
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    • pp.505-510
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    • 2009
  • In this paper, building energy analysis and energy cost of power stand up and demand control over the power proposed to reduce power demand. Through analysis of the load power demand special day were able to apply the pattern. In addition, the existing rate of change of load forecasting to reduce the large errors were not previously available data. And daily schedules and special day for considering the exponential smoothing methods were used. Previous year's special day and the previous day due to the uncertainty of the load and the model components were considered. The maximum demand power control simulation using the fuzzy control of power does not exceed the contract. Through simulation, the benefits of the proposed energy-saving techniques were demonstrated.

빌딩 에너지 관리 최적화 알고리즘 설계 및 구현 (Design and Implementation of Optimal Control Algorithms for Building Energy Management)

  • 진중화;정선태
    • 설비공학논문집
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    • 제16권10호
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    • pp.969-976
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    • 2004
  • Building energy saving is one of the most important issues in these days. Energy saving control strategies should be developed properly to achieve the saving. One of such area we could apply is the HVAC (Heating, Ventilation and Air-Conditioning) system. Through the optimal control algorithm for building energy management system (EMS), you can not only save the cost of building energy, but also protect HVAC system components against the unexpected condition. In order to verify the effectiveness of building energy saving, field test was accomplished for several months at 'A' building. And to get the measured data, remote control was used. If the remote control is used in BAS (Building Automation System), control and monitoring can be done for all of the building systems, such as HVAC, power, lighting, security and fire-alarm etc. anywhere any time. Using the remote control, Control and monitoring is possible for the testing system without going there. As the results of field test, we could reduce $5{\sim}10\%$ of the building energy cost.

Modeling and Energy Management Strategy in Energetic Macroscopic Representation for a Fuel Cell Hybrid Electric Vehicle

  • Dinh, To Xuan;Thuy, Le Khac;Tien, Nguyen Thanh;Dang, Tri Dung;Ho, Cong Minh;Truong, Hoai Vu Anh;Dao, Hoang Vu;Do, Tri Cuong;Ahn, Kyoung Kwan
    • 드라이브 ㆍ 컨트롤
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    • 제16권2호
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    • pp.80-90
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    • 2019
  • Fuel cell hybrid electric vehicle is an attractive solution to reduce pollutants, such as noise and carbon dioxide emission. This study presents an approach for energy management and control algorithm based on energetic macroscopic representation for a fuel cell hybrid electric vehicle that is powered by proton exchange membrane fuel cell, battery and supercapacitor. First, the detailed model of the fuel cell hybrid electric vehicle, including fuel cell, battery, supercapacitor, DC-DC converters and powertrain system, are built on the energetic macroscopic representation. Next, the power management strategy was applied to manage the energy among the three power sources. Moreover, the control scheme that was based on back-stepping sliding mode control and inversed-model control techniques were deduced. Simulation tests that used a worldwide harmonized light vehicle test procedure standard driving cycle showed the effectiveness of the proposed control method.

강화학습 기반 빌딩의 방별 조명 시스템 조도값 설정 기법 (Reinforcement Learning-Based Illuminance Control Method for Building Lighting System)

  • 김종민;김선용
    • 전기전자학회논문지
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    • 제26권1호
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    • pp.56-61
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    • 2022
  • 전 세계적으로 에너지 사용량이 증가함에 따라 지구온난화와 같은 환경문제가 초래되었으며, 이에 각국은 협정·협약을 통한 에너지 산업의 탈탄소화와 함께 화석 에너지를 신재생에너지로 빠르게 전환 중이다. 발전량이 급변하는 신재생에너지 보급 확대에 따라 효율적인 에너지 관리의 필요성이 대두되는 한편, AI 기술이 발전함에 따라 에너지 관리 분야와 결합한 AI 기반 빌딩 에너지 관리 시스템(Building Energy Management System, BEMS)의 연구 및 개발이 활발히 이루어지고 있다. 본 논문에서는 강화학습 기법중 Multi-Armed Bandit(MAB) 알고리즘을 활용하여 빌딩 각 방의 조명시스템 전력사용량을 효율적으로 관리함과 동시에 사용자들의 불쾌지수를 최소화할 수 있는 알고리즘을 제안하고, 시뮬레이션을 통해 성능을 검증한다.

마일드 하이브리드 차량용 복합형 에너지 저장장치의 성능개선에 관한 연구 (A Study on Performance Improvement of Hybrid Energy Storage System for Mild HEV)

  • 이백행;신동현;김희준
    • 전기학회논문지
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    • 제56권10호
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    • pp.1763-1769
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    • 2007
  • To improve the cycle-life and efficiency of an energy storage system for HEV, a dynamic control system consisted of a switch between a battery and an ultracapacitor module is proposed, which is appropriate for mild hybrid vehicle with 42V power net. The switch can be controlled based on the status of the battery and the ultracapacitor module, and a control algorithm that could largely decrease the number of high charging current peak is also implemented. Therefore the cycle life of the battery can be improved such that it is suitable for a mild hybrid vehicle with frequent engine start-stop and regenerative-braking. Also, by maximizing the use of the ultracapacitor, the system efficiency during high current charging and discharging operation is improved. Finally, this system has the effects that improves the efficiency of energy storage system and reduces the fuel consumption of a vehicle. To verify the validity of the proposed system, this paper presented cycles test results of different energy storage systems: a simple VRLA battery, hybrid energy Pack (HEP, a VRLA battery in Parallel with Ultracapacitor) and a HEP with a switch that controlled by energy management system (EMS). From the experimental result, it was proved the effectiveness of the algorithm.