• 제목/요약/키워드: Energy Management and Control

검색결과 893건 처리시간 0.029초

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.

Fuzzy Logic Based Energy Management For Wind Turbine, Photo Voltaic And Diesel Hybrid System

  • Talha, Muhammad;Asghar, Furqan;Kim, Sung Ho
    • 한국지능시스템학회논문지
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    • 제26권5호
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    • pp.351-360
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    • 2016
  • Rapid population growth with high living standards and high electronics use for personal comfort has raised the electricity demand exponentially. To fulfill this elevated demand, conventional energy sources are shifting towards low production cost and long term usable alternative energy sources. Hybrid renewable energy systems (HRES) are becoming popular as stand-alone power systems for providing electricity in remote areas due to advancement in renewable energy technologies and subsequent rise in prices of petroleum products. Wind and solar power are considered feasible replacement to fossil fuels as the prediction of the fuel shortage in the near future, forced all operators involved in energy production to explore this new and clean source of power. Presented paper proposes fuzzy logic based Energy Management System (EMS) for Wind Turbine (WT), Photo Voltaic (PV) and Diesel Generator (DG) hybrid micro-grid configuration. Battery backup system is introduced for worst environmental conditions or high load demands. Dump load along with dump load controller is implemented for over voltage and over speed protection. Fuzzy logic based supervisory control system performs the power flow control between different scenarios such as battery charging, battery backup, dump load activation and DG backup in most intellectual way.

Software Functional Requirements and Architectures of Microgrid Energy Management System

  • Sohn, Jin-Man;Yun, Sang-Yun
    • KEPCO Journal on Electric Power and Energy
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    • 제2권2호
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    • pp.269-272
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    • 2016
  • Distribution management system or microgrid energy management system plays an important role in monitoring, operation and control of electrical distribution systems by utilizing IT infrastructure. Nowadays, the rapid increase of the distributed resources makes the conventional management system have some additional functionality for the reliable operation due to intermittent renewables and the efficient operation on the economical purpose. In this paper, the brief standard software functional requirements of microgrid energy management system are provided through survey of the recent commercial products of the major vendors, and furthermore the architectures of microgrid energy management system are provided in comparison with major suppliers' microgrid energy management system. The summary of investigation will be able to make the developers and researchers focus on the specific functionality in the real world.

요르단연구로건설사업 문서관리시스템 구축 (Establishment of Document Control System for the Jordan Research and Training Reactor Project)

  • 박국남;고영철;우상익;오수열;이두정
    • 산업경영시스템학회지
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    • 제34권4호
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    • pp.49-56
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    • 2011
  • The Project of Jordan Research and Training Reactor (JRTR) officially launched in Aug. 2010. JRTR is the first made-in-Korea nuclear system to be built abroad by year 2015, and Korea Atomic Energy Research Institute (KAERI) is responsible for the design of major systems including the reactor core. While the PDCS (Project Document Control System) being operated by EPC company controls all the documents of the whole Project, KAERI is supposed to have its own system for KAERI documents. Meeting such a need; KAERI has implemented a document control for the JRTR Project into already existing ANSIM (KAERI Advanced Nuclear Safety Information Management) system. The documents of JRTR project to be controlled are defined in the PPM (Project Procedures Manual), QAP (Quality Assurance Procedure) and PEP (Project Execution Program). The ANSIM consists of the document management holder, document container holder and organization management holder. The document management holder, which is the most important part of ANSIM-JRTR, consists of the DDA (Document Distribution for Agreement), IOC (Inter-office Correspondence), PM Memo. (Project Manager Memorandum) and cover sheets of design documents. Other materials such as meeting minutes, sub-department materials and design information materials are stored in an independent COP (Community of Practice). This established computerized document control system, ANSIM, could lessen a burden for project management team and enhance the productivity as well.

A Simple Power Management Scheme with Enhanced Stability for a Solar PV/Wind/Fuel Cell Fed Standalone Hybrid Power Supply using Embedded and Neural Network Controller

  • Thangavel, S.;Saravanan, S.
    • Journal of Electrical Engineering and Technology
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    • 제9권5호
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    • pp.1454-1470
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    • 2014
  • This paper propose a new power conditioner topology with intelligent power management controller that integrates multiple renewable energy sources such as solar energy, wind energy and fuel cell energy with battery backup to make best use of their operating characteristics and obtain better reliability than that could be obtained by single renewable energy based power supply. The proposed embedded controller is programmed for maintaining a constant voltage at PCC, maximum power point tracking for solar PV panel and WTG and power flow control by regulating the reference currents of the controller on instantaneous basis based on the power delivered by the sources and load demand. Instantaneous variation in reference currents of the controller enhances the controller response as it accommodates the effect of continuously varying solar insolation and wind speed in the power management. The power conditioner uses a battery bank with embedded controller based online SOC estimation and battery charging system to suitably sink or source the input power based on the load demand. The simulation results of the proposed power management system for a standalone solar/WTG/fuel cell fed hybrid power supply with real time solar radiation and wind velocity data collected from solar centre, KEC for a sporadically varying load demand is presented in this paper and the results are encouraging in reliability and stability perspective.

분산형 에너지 관리시스템의 직렬접속 BUS 적용 (Serial interconnection BUS in the distributed energy management systems)

  • 김정호;김정훈;채영도
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1987년도 한국자동제어학술회의논문집; 한국과학기술대학, 충남; 16-17 Oct. 1987
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    • pp.389-393
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    • 1987
  • This paper describes the configuration of serial interconnection BUS, BitBUS, for Energy Management Systems, and it provides low cost, high performance approach in distributed data acquisition and control applications.

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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.

건물용 독립형 1kW급 PEMFC-배터리 하이브리드 시스템 기술 개발 (Development of Independent 1 kW-class PEMFC-Battery Hybrid System for a Building)

  • 양석란;김중석;최미화
    • KEPCO Journal on Electric Power and Energy
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    • 제5권2호
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    • pp.113-120
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    • 2019
  • We have developed 1 kW-class PEMFC-battery hybrid system independently powering to the building, through the process of system design, current load characteristics analysis, power system configuration for demonstration site and performance evaluation. In order to use the fuel cell and battery as the hybrid type, a control technology for the charging/discharging decision and charging speed of the battery is required rather than using fuel cell. Also output power distribution between PEMFC and the battery is a core of energy management technology. It is confirmed that it is possible to supply independently 1kW powering the building to ensure optimal energy management through the power control experiment of the hybrid system.

Control strategies of energy storage limiting intermittent output of solar power generation: Planning and evaluation for participation in electricity market

  • Sewan Heo;Jinsoo Han;Wan-Ki Park
    • ETRI Journal
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    • 제45권4호
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    • pp.636-649
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    • 2023
  • Renewable energy generation cannot be consistently predicted or controlled. Therefore, it is currently not widely used in the electricity market, which requires dependable production. In this study, reliability- and variance-based controls of energy storage strategies are proposed to utilize renewable energy as a steady contributor to the electricity market. For reliability-based control, photovoltaic (PV) generation is assumed to be registered in the power generation plan. PV generation yields a reliable output using energy storage units to compensate for PV prediction errors. We also propose a runtime state-ofcharge management method for sustainable operations. With variance-based controls, changes in rapid power generation are limited through ramp rate control. This study introduces new reliability and variance indices as indicators for evaluating these strategies. The reliability index quantifies the degree to which the actual generation realizes the plan, and the variance index quantifies the degree of power change. The two strategies are verified based on simulations and experiments. The reliability index improved by 3.1 times on average over 21 days at a real power plant.

사용자 요구 조도 보장 에너지 효율적 실내 조명 시스템 조명 방향 및 광속 제어 기법 (A Lighting direction and Luminous Flux Control for Energy-efficiency under Illuminance Requirements in Indoor Lighting Systems)

  • 김훈
    • 조명전기설비학회논문지
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    • 제29권5호
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    • pp.19-25
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    • 2015
  • The management of energy resources for efficient utilization of the energy resources while reducing the system costs is a critical technical issue. Among many kinds of the energy resource management, the energy reduction for indoor lighting systems is getting much concern as a large portion of energy consumption has been made for indoor lightings. In this paper, an energy-efficient lighting control scheme for indoor lighting systems in order to reduce the energy consumption by controlling the luminous flux and the lighting direction under the illuminance constraints is proposed. With the use of the user location information for the luminaire which is closely located to the user, the proposed scheme firstly sets the light direction of the luminaire to be aligned to the user location. Then, an optimization problem to find the luminous flux of each luminaire is formulated in order to minimize the luminous flux sum of the luminaires with the constraints for the dynamic ragne of the luminous flux, and the light flux for each luminaire is determined by the solution of the problem. Simulation results show that the proposed scheme outperforms the luminaire control scheme with only the luminous flux control in the evaluation of satisfaction of the required illuminance level.