• Title/Summary/Keyword: Coordinating operation

Search Result 36, Processing Time 0.024 seconds

Strategy to coordinate actions through a plant parameter prediction model during startup operation of a nuclear power plant

  • Jae Min Kim;Junyong Bae;Seung Jun Lee
    • Nuclear Engineering and Technology
    • /
    • 제55권3호
    • /
    • pp.839-849
    • /
    • 2023
  • The development of automation technology to reduce human error by minimizing human intervention is accelerating with artificial intelligence and big data processing technology, even in the nuclear field. Among nuclear power plant operation modes, the startup and shutdown operations are still performed manually and thus have the potential for human error. As part of the development of an autonomous operation system for startup operation, this paper proposes an action coordinating strategy to obtain the optimal actions. The lower level of the system consists of operating blocks that are created by analyzing the operation tasks to achieve local goals through soft actor-critic algorithms. However, when multiple agents try to perform conflicting actions, a method is needed to coordinate them, and for this, an action coordination strategy was developed in this work as the upper level of the system. Three quantification methods were compared and evaluated based on the future plant state predicted by plant parameter prediction models using long short-term memory networks. Results confirmed that the optimal action to satisfy the limiting conditions for operation can be selected by coordinating the action sets. It is expected that this methodology can be generalized through future research.

Study on Multi-scale Unit Commitment Optimization in the Wind-Coal Intensive Power System

  • Ye, Xi;Qiao, Ying;Lu, Zongxiang;Min, Yong;Wang, Ningbo
    • Journal of Electrical Engineering and Technology
    • /
    • 제8권6호
    • /
    • pp.1596-1604
    • /
    • 2013
  • Coordinating operation between large-scale wind power and thermal units in multiple time scale is an important problem to keep power balance, especially for the power grids mainly made up of large coal-fired units. The paper proposes a novel operation mode of multi-scale unit commitment (abbr. UC) that includes mid-term UC and day-ahead UC, which can take full advantage of insufficient flexibility and improve wind power accommodation. First, we introduce the concepts of multi-scale UC and then illustrate the benefits of introducing mid-term UC to the wind-coal intensive grid. The paper then formulates the mid-term UC model, proposes operation performance indices and validates the optimal operation mode by simulation cases. Compared with day-ahead UC only, the multi-scale UC mode could reduce the total generation cost and improve the wind power net benefit by decreasing the coal-fired units' on/off operation. The simulation results also show that the maximum total generation benefit should be pursued rather than the wind power utilization rate in wind-coal intensive system.

합성 단위에 대한 스플리팅 조작과 분수 곱셈 연산자 개념의 이해 (Splitting operation for composite units and construction of fractions as multipliers)

  • 유진영;신재홍
    • 한국수학교육학회지시리즈A:수학교육
    • /
    • 제62권1호
    • /
    • pp.1-21
    • /
    • 2023
  • 본 연구의 목적은 3수준 단위를 내재화한 학생이 가분수에 대해 3수준 단위를 다루는 것으로부터 두 3수준 단위를 조정하는 방식을 분석하고, 곱셈 연산자로서의 분수 개념의 발달과 어떠한 관련이 있는지를 탐구하는 것이다. 이를 위해 초등학교 4학년 학생을 대상으로 3개월 동안 13차시의 교수실험을 하였고 본 논문에서는 세연의 합성 단위에 대한 스플리팅 조작을 통해 두 3수준 단위를 조정하여 식(어떤 양×분수)으로 나타내는 과정에 주목한다. 양적 추론에 기반한 측정 활동을 바탕으로 학생의 곱셈 연산자로서의 분수 개념이 형성되는 사례를 보고함으로써 분수의 연산자 개념과 측정 개념의 관계를 조명하고 그에 따른 제언점을 제시한다.

Operation Scheme for a Wind Farm to Mitigate Output Power Variation

  • Lee, Sung-Eun;Won, Dong-Jun;Chung, Il-Yop
    • Journal of Electrical Engineering and Technology
    • /
    • 제7권6호
    • /
    • pp.869-875
    • /
    • 2012
  • Because of the nature of wind, the output power of wind turbines fluctuates according to wind speed variation. Therefore, many countries have set up wind-turbine interconnection standards usually named as Grid-Code to regulate the output power of wind farms to improve power system reliability and power quality. This paper proposes three operation modes of wind farms such as maximum power point tracking (MPPT) mode, single wind turbine control mode and wind farm control mode to control the output power of wind turbines as well as overall wind farms. This paper also proposes an operation scheme of wind farm to alleviate power fluctuation of wind farm by choosing the appropriate control mode and coordinating multiple wind turbines in consideration of grid conditions. The performance of the proposed scheme is verified via simulation studies in PSCAD/EMTDC with doubly-fed induction generator (DFIG) based wind turbine models.

LonWorks 시스템을 이용한 소형빙축열 에어컨의 병렬 제어 (Parallel Control of Mini Ice Storage Air Conditioner Using LonWorks System)

  • 김홍열;조성규;정남종;김대원
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 하계학술대회 논문집 D
    • /
    • pp.2358-2361
    • /
    • 2003
  • In this paper, parallel control method that enables coordinating operations of multiple mini ice storage air conditioner is proposed based on LonWorks system. The proposed parallel control method is a kind of master/slave control method based on LonTalk network communication. In the control method, master controller leading whole system operations is determined by date to avoid the disproportion of outdoor unit operations. In addition to the above, duty shift control method is proposed to avoid redundant operations of outdoor units and to equalize the operation frequencies of them. Through some simulation tests, the proposed parallel control method and the duty shift control method are evaluated and the efficiencies of them are validated by comparing with existing methods.

  • PDF

대규모 전력계통에서 STATCOM과 Switched Shunt의 동특성을 고려한 협조제어 검토 (Study on the control coordination of STATCOM and Switched Shunt considering their dynamic characteristics in bulk power system)

  • 국경수;오태규;이정호;김학만
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.184-186
    • /
    • 2003
  • As STATCOM is considered to be installed in bulk power system, various studios are conducted to establish strategies for system operation considering STATCOM. This paper describes control strategy for coordinating STATCOM with existing switched shunt in bulk power system.

  • PDF

멀티 셀 유연생산환경을 위한 통합운용시스템 (An Integrated Shop Operation System for Multi-Cell Flexible Manufacturing Systems under Job Shop Environments)

  • 남성호;류광열;신정훈;권기억;이석우
    • 한국정밀공학회지
    • /
    • 제29권4호
    • /
    • pp.386-394
    • /
    • 2012
  • Recent trends in the flexible manufacturing systems are morphing cell control for the shop-wide production operation system and providing the integrated operation and execution system together with vendor-specific FMC/FMS platform. In these requirements, the shop-floor level operation system plays a role of coordinating the control activity of each cell, and has to provide flexibility for the complexity of mixed operations of various cells. This paper suggests a system architecture for the mixed environments of multi-cells and job shop, its corresponding enabling technologies based on comparative studies with other related studies and commercialized systems. This approach includes a process definition model considering the integration with upper BOM-BOP and external service modules, and reconfigurable device-level interface which provides dynamic interconnections with machine tools and cell controllers. The function modules and their implementation results are also described to provide the feasibility of the proposed approaches as the flexible shop-floor operation system for the multi-cell environments.

신뢰성 이론을 이용한 공급 사슬 시스템의 평가 척도에 관한 연구 (A Performance Measure for Supply Chain System using Reliability Theory)

  • 조민관;이영해
    • 한국산업경영시스템학회:학술대회논문집
    • /
    • 한국산업경영시스템학회 2002년도 춘계학술대회
    • /
    • pp.195-202
    • /
    • 2002
  • The primary objective of Supply Chain Management (SCM) is to optimize the cash, material and information flow for satisfying customer demands through coordinating the relationship between Supply Chain components such as suppliers, manufacturers, and inventories, etc. By Supply Chain Planning (SCP), operation tasks or goals, should be done in specific due date, are ordered to each SC component for achieving such objective. However, the achievement for operation tasks or goals is affected by uncertainties in SC. In general, reliability theory Is explained as the probability that a product or system will perform its specified function under prescribed conditions without failure for a specified period of time. Therefore, the reliability of SC can be defined as the probability that SC will satisfy customer demands until the specific due date. In this paper, a basic framework to evaluate reliability is respectively proposed as supply chain components, and then a overall framework to estimate the reliability for SC is also proposed.

  • PDF

A Seamless Control Method for Supercapacitor to Compensate Pulse Load Transients in DC Microgrid

  • Dam, Duy-Hung;Lee, Hong-Hee
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2017년도 전력전자학술대회
    • /
    • pp.198-199
    • /
    • 2017
  • This paper proposed a new control method for supercapacitor (SC) to compensate the pulse load transient and enhance the power quality of dc microgrid. By coordinating the operation frequency, the supercapacitor is controlled to handle the surge current component while the low-frequency current component is dealt with by remaining sources in the system. Based on the state of charge and dc bus voltage level, the SC unit operation mode is automatically decided. Meanwhile, the dc bus voltage level indicates the power demand of the whole system; by regulating the dc bus voltage, the mismatch of power demand is covered by SC unit. The effectiveness of proposed method is verified by experiment prototype formed by two distributed generation and one supercapacitor unit.

  • PDF

동아시아 전자해도 지역 공급센터 구축방안 연구 (A Study on East Asian Regional Electronic Navigational Chart Coordinating Center Establishment Strategy)

  • 김호윤;오세웅;심우성;서상현
    • 해양환경안전학회지
    • /
    • 제18권3호
    • /
    • pp.213-220
    • /
    • 2012
  • 국제해사기구(IMO)의 해상인명안전조약(SOLAS)은 모든 선박이 필수적으로 공인 종이해도, 혹은 전자해도(ENC)를 탑재해야만 한다고 명시하고 있으며, 특히 안전성이 검증된 전자해도 디스플레이 시스템인 ECDIS의 사용을 장려하고 있다. 국제수로기구 내에서는 이러한 ECDIS에 사용되는 공인 전자해도 자료가 지역전자해도 관리센터(RENC)를 통해 보급되어야만 한다는 주장이 커지고 있다. 전 세계적으로 ECDIS의 사용이 일반화되면서, 유럽에 현존하는 두 RENC만으로는 부족하다는 문제점이 제기되었다. 특히, 급격한 경제성장과 더불어 증가하는 아시아 지역의 통항 량은 동아시아 RENC의 필요성을 증명하였다. 본 연구는 2012년에 발효되는 IMO의 ECDIS 강제탑재조건과 현재 RENC의 운영 상황을 바탕으로 RENC 역할의 정의함으로써, 동아시아 수로 위원회의 전략을 참고한 동아시아 지역 독자적 모델(Phase-In)을 통한 RENC 설립의 당위성 및 전략을 연구하였다.