• 제목/요약/키워드: Demand Response System

검색결과 476건 처리시간 0.024초

Planning ESS Managemt Pattern Algorithm for Saving Energy Through Predicting the Amount of Photovoltaic Generation

  • Shin, Seung-Uk;Park, Jeong-Min;Moon, Eun-A
    • 통합자연과학논문집
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    • 제12권1호
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    • pp.20-23
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    • 2019
  • Demand response is usually operated through using the power rates and incentives. Demand management based on power charges is the most rational and efficient demand management method, and such methods include rolling base charges with peak time, sliding scaling charges depending on time, sliding scaling charges depending on seasons, and nighttime power charges. Search for other methods to stimulate resources on demand by actively deriving the demand reaction of loads to increase the energy efficiency of loads. In this paper, ESS algorithm for saving energy based on predicting the amount of solar power generation that can be used for buildings with small loads not under electrical grid.

부하관리사업자의 비상시 부하제어량 배분 알고리즘 개발 (Development of the Load Curtailment Allocation Algorithm for Load Aggregator in Emergency Demand Response)

  • 정구형;김진호;김발호
    • 대한전기학회논문지:전력기술부문A
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    • 제53권8호
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    • pp.466-471
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    • 2004
  • Electricity industries throughout the world are undergoing unprecedented changes. As a result, these changes lead to the separation of traditional integrated utilities and the introduction of competition in order that increase efficiency in electricity industry. Direct load control (DLC) system in competitive electricity market has a hierarchical interactive operation system, therefore, its control logic is also applied by bilateral interactive method that interchanges information related to interruptible load between operation hierarchies. Consequently, load curtailment allocation algorithm appropriate for new DLC system is required, and based on interchanged information, this algorithm should be implemented by most efficient way for each operation hierarchy. In this paper, we develop the load curtailment allocation algorithm in an emergency for new DLC system. Especially, the optimal algorithm for load aggregator (LA) that participates in competitive electricity market as a main operator for load management is developed.

The Development of an Intelligent Home Energy Management System Integrated with a Vehicle-to-Home Unit using a Reinforcement Learning Approach

  • Ohoud Almughram;Sami Ben Slama;Bassam Zafar
    • International Journal of Computer Science & Network Security
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    • 제24권4호
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    • pp.87-106
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    • 2024
  • Vehicle-to-Home (V2H) and Home Centralized Photovoltaic (HCPV) systems can address various energy storage issues and enhance demand response programs. Renewable energy, such as solar energy and wind turbines, address the energy gap. However, no energy management system is currently available to regulate the uncertainty of renewable energy sources, electric vehicles, and appliance consumption within a smart microgrid. Therefore, this study investigated the impact of solar photovoltaic (PV) panels, electric vehicles, and Micro-Grid (MG) storage on maximum solar radiation hours. Several Deep Learning (DL) algorithms were applied to account for the uncertainty. Moreover, a Reinforcement Learning HCPV (RL-HCPV) algorithm was created for efficient real-time energy scheduling decisions. The proposed algorithm managed the energy demand between PV solar energy generation and vehicle energy storage. RL-HCPV was modeled according to several constraints to meet household electricity demands in sunny and cloudy weather. Simulations demonstrated how the proposed RL-HCPV system could efficiently handle the demand response and how V2H can help to smooth the appliance load profile and reduce power consumption costs with sustainable power generation. The results demonstrated the advantages of utilizing RL and V2H as potential storage technology for smart buildings.

온디맨드 비디오 스트리밍 플랫폼에 대한 콘텐츠 쿼터제 적용의 실효성 분석: 넷플릭스에 대한 EU의 대응을 중심으로 (Analysis of the Effectiveness of Application of Content Quota System for On-Demand Video Streaming Platform: Focusing on the European Union Response to Netflix)

  • 김현정
    • 한국정보통신학회논문지
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    • 제22권9호
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    • pp.1191-1198
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    • 2018
  • 본 논문에서는 온디맨드 비디오 스트리밍 플랫폼에 대한 콘텐츠 쿼터제 적용의 실효성 확보 방안에 관하여 분석하였다. 특히 넷플릭스(Netflix)의 EU시장 진출에 대한 공동체의 대응을 중심으로 단일시장 내 저작권 보호 및 문화산업 보호에 관한 OTT 규제의 효과성을 분석하였다. 온디맨드 비디오 스트리밍 서비스와 넷플릭스의 성장 그리고 넷플릭스의 EU 시장 진출에 대해 고찰하고 있다. 다음으로 EU 내 온디맨드 비디오 스트리밍 서비스 현황을 분석한다. 온디맨드 비디오 스트리밍 서비스 시장 대응에 관한 EU의 정책은 디지털 단일 시장 내 '이동성(portability)' 그리고 저작권 보호를 위한 콘텐츠 쿼터제 등으로 구성되며, OTT 규제의 세부지침의 고찰을 통해 시장보호 그리고 온라인 스트리밍 서비스업의 경쟁력 제고 방안 측면을 분석하였다. EU는 유럽 방송사업자에게만 적용되어 온 콘텐츠 쿼터제를 OTT 사업에 적용, 규제함으로써 역내 문화산업 보호 및 저작권 보호 강화를 도모하고 있다.

Compensation for Photovoltaic Generation Fluctuation by Use of Pump System with Consideration for Water Demand

  • Imanaka, Masaki;Sasamoto, Hideki;Baba, Jumpei;Higa, Naoto;Shimabuku, Masanori;Kamizato, Ryota
    • Journal of Electrical Engineering and Technology
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    • 제10권3호
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    • pp.1304-1310
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    • 2015
  • In remote islands, due to expense of existing generation systems, installation of photovoltaic cells (PVs) and wind turbines has a chance of reducing generation costs. However, in island power systems, even short-term power fluctuations change the frequency of grids because of their small inertia constant. In order to compensate power fluctuations, the authors proposed the power consumption control of pumps which send water to tanks. The power control doesn’t affect water users’ convenience as long as tanks hold water. Based on experimental characteristics of a pump system, this paper shows methods to determine reference power consumption of the system with compensation for short-term PV fluctuations while satisfying water demand. One method uses a PI controller and the other method calculates reference power consumption from water flow reference. Simulations with a PV and a pump system are carried out to find optimum parameters and to compare the methods. Results show that both PI control method and water flow calculation method are useful for satisfying the water demand constraint. The water demand constraint has a little impact to suppression of the short-term power fluctuation in this condition.

플래시 메모리를 사용하는 demand paging 환경에서의 태스크 최악 응답 시간 분석 (Worst Case Response Time Analysis for Demand Paging on Flash Memory)

  • 이영호;임성수
    • 한국컴퓨터정보학회논문지
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    • 제11권6호
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    • pp.113-123
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    • 2006
  • 최근 NAND 플래시 메모리를 데이터뿐만 아니라 프로그램 코드를 저장하기 위한 목적으로 사용하는 실시간 시스템이 증가하고 있다. 그러나 데이터의 순차 접근만을 허용하는 NAND 플래시의 물리적인 특성 때문에, NAND 플래시 메모리 기반의 시스템에서는 일반적으로 shadowing 기법을 통해 프로그램을 수행한다. 그러나 shadowing 기법은 시스템의 부팅 시간을 증가시키고 불필요한 DRAM 영역을 차지한다는 단점이 있다. 이에 대한 대안 중 하나는 demand paging 기법을 활용하는 것이다. 그러나 demand paging 환경에서는 프로그램 실행 도중 임의로 발생하는 page fault 때문에 프로그램의 최악 응답 시간을 예측하기 어렵다. 본 논문에서는 demand paging 환경에서의 태스크 최악 응답 시간 분석 기법을 제안한다. 분석 기법은 분석의 정확도와 시간 복잡도에 따라 DP-Pessimistic. DP-Accurate으로 나뉜다. 또한 시뮬레이션을 통해 DP-Pessimistic과 DP-Accurate 분석 기법의 정확도를 비교한다.

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수요관리사업자에 대한 외부온도 변화에 따른 수요반응 CBL의 편익에 관한 연구 (A Study on Benefit Sides of Demand Response Customer Baseline with Outdoor Temperature Variable about Load Aggregator)

  • 김성철;송하나
    • 조명전기설비학회논문지
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    • 제28권3호
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    • pp.44-50
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    • 2014
  • This paper describes reasonable methods by considering change of outdoor temperature into Customer Baseline Load(CBL) of Demand Resources in Smart Demand Resource Market, which controls peak power demand and maintains reliability of power system. The Smart Demand Resouce Market, which KPX(Korea Power Exchange) implement, is explained and then effects for CBL calculated by considering temperature correction factor are established. Finally, four methods for calculation of CBL are proposed and those results are compared and analyzed.

Evaluation of performance and seismic parameters of eccentrically braced frames equipped with dual vertical links

  • Mohsenian, Vahid;Nikkhoo, Ali
    • Structural Engineering and Mechanics
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    • 제69권6호
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    • pp.591-605
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    • 2019
  • Investigations on seismic performance of eccentrically braced frames equipped with dual vertical links have received little attention. Therefore, the main goal of this paper is to describe design steps for such frames and evaluate nonlinear performance of this system according to the reliability analysis. In this study, four and eight story frame structures are analyzed and the response modification factors for different intensity and damage levels are derived in a matrix form based on a new approach. According to the obtained results, the system has high ductility and acceptable seismic performance. Moreover, it is concluded that using response modification factor equal to 8 in the design of system provides desirable seismic reliability under the design and maximum probable hazard levels. Due to desirable performance and significant advantages of the dual vertical links, this system can be used as a main lateral load bearing system, in addition to its application for rehabilitation of damaged structures.

소규모수도시설의 공급량-수요량 모니터링 체계 구축 및 가뭄 대응 방안 연구 (A Study on the Establishment of Water Supply and Demand Monitoring System and Drought Response Plan of Small-scale Water Facilities)

  • 최정렬;정일문;조현재
    • 지질공학
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    • 제29권4호
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    • pp.469-481
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    • 2019
  • 가뭄으로 인한 제한급수나 단수로 인해 발생할 수 있는 물 복지 소외지역의 불편과 경제적 피해를 예방하기 위해서는 Sand Dam 건설과 같은 구조적 안정화 방안과 더불어 합리적 수요/공급량 관리 등을 통한 비구조적 관리 대책이 필요하다. 본 연구에서는 소규모수도시설이 생활용수의 주 공급원인 춘천시 서상리 유역의 가뭄대응을 위해 공급량-수요량 모니터링 체계를 구축하였다. 공급량 모니터링을 위해 상류부 하천의 유량을 측정하였으며, 이를 SWAT (Soil and Water Assessment Tool)의 매개변수 보정에 사용하여 일별 유출량을 산정하였다. 수요량 모니터링을 위하여 하천-저수조-가정으로 이어지는 용수 공급 네트워크를 작성하였으며, 저수조의 수위 변화를 측정하여 일별 사용량을 산정하였다. 최종적으로 산정된 일별 공급량과 수요량 간의 관계분석을 통해 용수 부족 여부를 파악할 수 있었으며, 가뭄 대응을 위한 효과적인 지표로 사용될 수 있을 것으로 판단된다.

주부 대상의 축산물 HACCP 인지도 및 요구도 분석 (Analysis of the Housewives' Awareness and Demands on Livestock Products HACCP System)

  • 백진경
    • 급식외식위생학회지
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    • 제2권1호
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    • pp.10-21
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    • 2021
  • According to the analysis which investigated visitors of HACCP system certified stores and non-visitors of such stores on the awareness of HACCP for livestock products, 77.1% (246 pollees) heard of HACCP certification for livestock products, 67.1% (214 pollees) had seen the HACCP certification mark for livestock products, 62.1% (198 pollees) heard of HACCP certification for livestock products in meet retail shops, and 51.4% (164 pollees) were not aware of the recent TV · subway advertisements regarding HACCP certification for livestock products. For every questionnaire on the awareness of HACCP for livestock products, visitors of HACCP system certified stores showed significantly higher response rate than nonvisitors (p<0.01, p<0.001). The majority of pollees (74.9%, 239 pollees) replied that the word HACCP for livestock products brings up the image of safe livestock products, and 37.0% answered that the term HACCP defines 'Hazard analysis critical control point'. Regarding the questions on HACCP system for livestock products, 38.6% showed that they were most curious in terms of the benefits of such system. The demand analysis on HACCP for livestock products for consumer was also conducted. In the analysis, the demand for support of the policy (4.06 points) was higher than demand for education · public promotion of HACCP (4.03 points) and demand for related application (3.90 points).