• 제목/요약/키워드: Restructured power systems

검색결과 17건 처리시간 0.021초

A Combined Bulk Electric System Reliability Framework Using Adequacy and Static Security Indices

  • Billinton, Roy;Wangdee, Wijarn
    • Journal of Electrical Engineering and Technology
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    • 제1권4호
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    • pp.414-422
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    • 2006
  • Deterministic techniques have been applied in power system planning for many years and there is a growing interest in combining these techniques with probabilistic considerations to assess the increased system stress due to the restructured electricity environment. The overall reliability framework proposed in this paper incorporates the deterministic N-1 criterion in a probabilistic framework, and results in the joint inclusion of both adequacy and security considerations in system planning. The combined framework is achieved using system well-being analysis and traditional adequacy assessment. System well-being analysis is used to quantify the degree of N-1 security and N-1 insecurity in terms of probabilities and frequencies. Traditional adequacy assessment is Incorporated to quantify the magnitude of the severity and consequences associated with system failure. The concepts are illustrated by application to two test systems. The results based on the overall reliability analysis framework indicate that adequacy indices are adversely affected by a generation deficient environment and security indices are adversely affected by a transmission deficient environment. The combined adequacy and security framework presented in this paper can assist system planners to realize the overall benefits associated with system modifications based on the degree of adequacy and security, and therefore facilitate the decision making process.

확률론적 FMECA를 이용한 발전설비의 신뢰도 기반 유지보수계획 수립 (Reliability-Centered Maintenance of Generating Unit Using Stochastic FMECA)

  • 주재명;김동민;변용태;김형철;김진오
    • 조명전기설비학회논문지
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    • 제22권1호
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    • pp.58-65
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    • 2008
  • 본 논문은 신뢰도 기반 유지보수(RCM : Reliability-Centered Maintenance) 계획에 의한 발전설비의 유지보수주기를 평가하고 있다. 유지보수주기는 발전설비의 안정성 및 비용을 결정하기 위한 기준으로 활용된다. 본 논문에서는 설비 수명평가를 통해 확률분포를 이용한 확률론적 FMECA(Failure Mode, Effects and Criticality Analysis)에 대해 논하고, 국내 발전 설비 중 비교적 평균수명이 짧은 복합화력 발전소를 선정하여 유지보수 주기를 평가하였다. 발전소 유지보수 평가는 향후 구조 개편된 전력시장에서 유지보수계획 수립 방법의 유용한 지표로 활용 가능할 것이다.

Algorithm for Fault Detection and Classification Using Wavelet Singular Value Decomposition for Wide-Area Protection

  • Lee, Jae-Won;Kim, Won-Ki;Oh, Yun-Sik;Seo, Hun-Chul;Jang, Won-Hyeok;Kim, Yoon Sang;Park, Chul-Won;Kim, Chul-Hwan
    • Journal of Electrical Engineering and Technology
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    • 제10권3호
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    • pp.729-739
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    • 2015
  • An algorithm for fault detection and classification method for wide-area protection in Korean transmission systems is proposed. The modeling of 345-kV and 765-kV Korean power system transmission networks using the Electro Magnetic Transient Program - Restructured Version (EMTP-RV) is presented and the algorithm for fault detection and classification in transmission lines is developed. The proposed algorithm uses the Wavelet Transform (WT) and Singular Value Decomposition (SVD). The Singular value of Approximation coefficient (SA) and part Sum of Detail coefficient (SD) are introduced. The characteristics of the SA and SD at the fault conditions are analyzed and used in the algorithm for fault detection and classification. The validation of the proposed algorithm is verified by various simulation results.

Knowledge-driven Dynamic Capability and Organizational Alignment: A Revelatory Historical Case

  • Kim, Gyeung-Min
    • Asia pacific journal of information systems
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    • 제20권1호
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    • pp.33-56
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    • 2010
  • The current business environment has been characterized as less munificent, highly uncertain and constantly evolving. In this environment, the company with dynamic capability is reported to be more successful than others in building competitive advantage. Dynamic capability focuses on the link between a dynamically changing environment, strategic agility, architectural reconfiguration, and value creation. Being characterized to be flexible and adaptive to market circumstance changes, an organization with dynamic capability is described to have high resource fluidity, which represents business process, resource allocation, human resource management and incentives that make business transformation faster and easier. Successful redeployment of the resources for dynamic adaptation requires organizational forms and reward systems to be well aligned with firm's technological infrastructures and business process. The alignment is considered to be an executive level commitment. Building dynamic capability is knowledge driven; relying on new knowledge to reconfigure firm's resources. Past studies established the link between the effective execution of a knowledge-focused strategy and relevant setting of architectural elements such as human resources, structure, process and information systems. They do not, however, describe in detail the underlying processes by which architectural elements are adjusted in coordinated manners to build knowledge-driven dynamic capability. In fact, understandings of these processes are one of the top issues in IT management. This study analyzed how a Korean corporation with a knowledge-focused strategy aligned its architectural elements to develop the dynamic capability and thus create value in the dynamically changing markets. When the Korean economy was in crisis, the company implemented a knowledge-focused strategy, restructured the organization's architecture by which human and knowledge resources are identified, structured, integrated and coordinated to identify and seize market opportunity. Specifically, the following architectural elements were reconfigured: human resource, decision rights, reward and evaluation systems, process, and IT infrastructure. As indicated by sales growth, the reconfiguration helped the company create value under an extremely turbulent environment. According to Ancona et al. (2001), depending on the types of lenses the organization uses, different types of architecture will emerge. For example, if an organization uses political lenses focusing on power, influence, and conflict. the architecture that leverage power and negotiate across multiple interest groups would emerge. Similarly, if an organization uses economic lenses focusing on the rational behavior of organizational actors making choices based on the costs and benefits of action, organizational architecture should be designed to motivate and provide incentives for the actors (Smith, 2001). Compared to this view, information processing perspectives consider architecture to be designed to maximize the capacity of information processing by the actors. Using knowledge lenses, the company studied in this research established architectural elements in a manner that allows the firm to effectively structure knowledge resources to form dynamic capability. This study is revelatory single case with a historic perspective. As a result of this study, a set of propositions and a framework are derived, which can be used for architectural alignment.

발전시설물의 자산관리체계 구축을 위한 전산시스템 개발 (An Analysis on the Current Status of Maintenance System for Introducing the Asset Management System of Power Generation Companies)

  • 박정권;윤형석;김창학
    • 한국건설관리학회논문집
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    • 제22권4호
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    • pp.41-49
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    • 2021
  • 국내의 유지관리 전략이 안정성 중심에서 성능중심으로 변화하고 있고, 그 기준에 맞추어 관련 제도와 법이 정비되고 있다. 성능평가에 기반한 자산관리를 도입하기 위해서는 구조물의 특성에 맞추어 성능을 평가할 수 있는 성능척도, 서비스수준 설정 등 관련 평가방법이 구체화하여야 하나 국내에서는 이러한 것들이 아직 구체화하지 못하고 있다. 본 연구에서는 기존의 유지관리 절차와 연계해서 성능평가, 생애주기 비용분석, 성능척도, 서비스수준 등 자산관리를 하기 위한 전산화 모델을 제시한다. 자산관리 모델을 수립하기 위해 유지관리 및 안전진단 등에 필요한 매뉴얼, 업무절차, 전문가의 인터뷰 등을 실시하고 자료를 분석하였다. 본 시스템은 3개 모듈로 구성하여 기존의 유지관리, 안전관리, 자산관리를 별개로 운영할 수 있도록 하였다. 본 시스템은 향후 자산관리를 도입하기 위한 공공기관의 참고자료로 활용될 수 있도록 구성하였다.

시진핑 시대 중국의 외교적 과제와 전망 (China's Diplomatic Challenges and Prospect in the Xi Jinping Era)

  • 조영남
    • Strategy21
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    • 통권33호
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    • pp.5-36
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    • 2014
  • This article aims to analyze the diplomatic challenges currently facing China as well as the foreign policy the Xi Jinping administration is adopting to address them. With these purposes in mind, it will look into three areas: first, diplomatic tasks confronting the Xi leadership; second, foreign policy that the Xi administration has implemented since the 18th Party Congress in 2012; and third, the prospects for China's foreign policy under the Xi leadership. As the Xi Jinping administration entered into office, it has encountered two major diplomatic challenges. One is the searching for a new foreign policy, and the other the restructuring of the existing foreign affairs and national security systems. The Xi administration, during its first year in office, has responded actively to tackle these issues. To begin with, it has attempted to make some adjustments on foreign policy while maintaining the Deng Xiaoping line of foreign policy. One of these modifications is placing emphasis on national "core interest," as illustrated by changes in guideline for maritime conflicts, pushing for building maritime power, and proclamation of Air Defense Identification Zone in the East China Sea. Second is the decision on the new guideline for peripheral diplomacy. That is, the administration regarded creating peaceful and stable environments to realize "Chinese Dream" as an important goal of foreign policy, and proposed such new guiding ideology as "familiarity, integrity, benefit, and accommodation." In additoin, the Xi administration restructured the existing foreign affairs and national security systems. Establishing the Central State Security Committee and the Internet Leading Small Group (LSG) are cases in point. As comprehensive organizations for policy coordination that encompass party, government, and military, the two LSGs are in charge of enacting related policies and fine-tuning policy implementation, based upon leadership consisting of chiefs of each relevant organs. Moreover, since Xi himself became the chief of these two newly-found organs, the conditions under which these LSGs could demonstrate unified leadership and adjusting role in its implementation of military, diplomatic, and security policies were developed. The future Chinese diplomacy will be characterized with three main trends. First, peripheral diplomacy will be reinforced. The peripheral diplomacy has become far more important since the Work Conference on Peripheral Diplomacy in October 2013. Second, economic diplomacy will be strengthened with an eye on reducing the "China Threat Theory," which still exists in Asia. Third, the policies to isolate the Philippines and Japan will continue in regard to maritime disputes. All in all, Chinese diplomacy in the Xi Jinping era is likely to feature practical diplomacy which combines both hard and soft approaches to best realize Chinese national interest.

딥러닝 시계열 알고리즘 적용한 기업부도예측모형 유용성 검증 (Corporate Default Prediction Model Using Deep Learning Time Series Algorithm, RNN and LSTM)

  • 차성재;강정석
    • 지능정보연구
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    • 제24권4호
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    • pp.1-32
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    • 2018
  • 본 연구는 경제적으로 국내에 큰 영향을 주었던 글로벌 금융위기를 기반으로 총 10년의 연간 기업데이터를 이용한다. 먼저 시대 변화 흐름에 일관성있는 부도 모형을 구축하는 것을 목표로 금융위기 이전(2000~2006년)의 데이터를 학습한다. 이후 매개 변수 튜닝을 통해 금융위기 기간이 포함(2007~2008년)된 유효성 검증 데이터가 학습데이터의 결과와 비슷한 양상을 보이고, 우수한 예측력을 가지도록 조정한다. 이후 학습 및 유효성 검증 데이터를 통합(2000~2008년)하여 유효성 검증 때와 같은 매개변수를 적용하여 모형을 재구축하고, 결과적으로 최종 학습된 모형을 기반으로 시험 데이터(2009년) 결과를 바탕으로 딥러닝 시계열 알고리즘 기반의 기업부도예측 모형이 유용함을 검증한다. 부도에 대한 정의는 Lee(2015) 연구와 동일하게 기업의 상장폐지 사유들 중 실적이 부진했던 경우를 부도로 선정한다. 독립변수의 경우, 기존 선행연구에서 이용되었던 재무비율 변수를 비롯한 기타 재무정보를 포함한다. 이후 최적의 변수군을 선별하는 방식으로 다변량 판별분석, 로짓 모형, 그리고 Lasso 회귀분석 모형을 이용한다. 기업부도예측 모형 방법론으로는 Altman(1968)이 제시했던 다중판별분석 모형, Ohlson(1980)이 제시한 로짓모형, 그리고 비시계열 기계학습 기반 부도예측모형과 딥러닝 시계열 알고리즘을 이용한다. 기업 데이터의 경우, '비선형적인 변수들', 변수들의 '다중 공선성 문제', 그리고 '데이터 수 부족'이란 한계점이 존재한다. 이에 로짓 모형은 '비선형성'을, Lasso 회귀분석 모형은 '다중 공선성 문제'를 해결하고, 가변적인 데이터 생성 방식을 이용하는 딥러닝 시계열 알고리즘을 접목함으로서 데이터 수가 부족한 점을 보완하여 연구를 진행한다. 현 정부를 비롯한 해외 정부에서는 4차 산업혁명을 통해 국가 및 사회의 시스템, 일상생활 전반을 아우르기 위해 힘쓰고 있다. 즉, 현재는 다양한 산업에 이르러 빅데이터를 이용한 딥러닝 연구가 활발히 진행되고 있지만, 금융 산업을 위한 연구분야는 아직도 미비하다. 따라서 이 연구는 기업 부도에 관하여 딥러닝 시계열 알고리즘 분석을 진행한 초기 논문으로서, 금융 데이터와 딥러닝 시계열 알고리즘을 접목한 연구를 시작하는 비 전공자에게 비교분석 자료로 쓰이기를 바란다.