• Title/Summary/Keyword: 재생전략

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Enhancing Smart Grid Efficiency through SAC Reinforcement Learning: Renewable Energy Integration and Optimal Demand Response in the CityLearn Environment (SAC 강화 학습을 통한 스마트 그리드 효율성 향상: CityLearn 환경에서 재생 에너지 통합 및 최적 수요 반응)

  • Esanov Alibek Rustamovich;Seung Je Seong;Chang-Gyoon Lim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.1
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    • pp.93-104
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    • 2024
  • Demand response is a strategy that encourages customers to adjust their consumption patterns at times of peak demand with the aim to improve the reliability of the power grid and minimize expenses. The integration of renewable energy sources into smart grids poses significant challenges due to their intermittent and unpredictable nature. Demand response strategies, coupled with reinforcement learning techniques, have emerged as promising approaches to address these challenges and optimize grid operations where traditional methods fail to meet such kind of complex requirements. This research focuses on investigating the application of reinforcement learning algorithms in demand response for renewable energy integration. The objectives include optimizing demand-side flexibility, improving renewable energy utilization, and enhancing grid stability. The results emphasize the effectiveness of demand response strategies based on reinforcement learning in enhancing grid flexibility and facilitating the integration of renewable energy.

Case Analysis of Conflicts in Renewable Power Generation Projects Using Non-cooperative Game Theory (비협조적 게임이론을 활용한 신재생발전사업 갈등 사례분석)

  • Park, Jaehyon;Kim, Kyeongkuk;Kim, Kyeongseok
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.44 no.2
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    • pp.215-221
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    • 2024
  • The government is encouraging the expansion of renewable energy facilities through national renewable energy policy. However, the installation of renewable energy generation facilities has led to local resident complaints due to landscape degradation, electromagnetic wave emission, real estate devaluation, and environmental pollution. This creates conflicts between power project developers and residents, making the progress of projects more difficult. This study applies non-cooperative game theory to analyze eight cases of renewable energy projects where conflicts between developers and residents were resolved through resident's investment participation. By accepting investments from local stakeholders, residents achieved returns ranging from a maximum of 25 % to a minimum of 4.1 %. It was found through game theory analysis that a dominant strategy involves residents agreeing to the development of the project and the developers sharing a portion of the profits with the residents. The analysis results show that the point where dominant strategy meet forms a Nash equilibrium, and at the same time becomes the Pareto optimal point, benefiting both power generation operators and residents.

A Study on the Temporary Space Use for Urban Regeneration Strategy (도시재생 전략으로서 일시적 공간 활용에 관한 연구)

  • Lee, Do Kyoung;Kim, Jong Gu
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.40 no.2
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    • pp.247-255
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    • 2020
  • Currently, urban regeneration is carried out mostly in a permanent and fixed way of planning, and due to the nature of the master plan, it is limited to immediately accepting the opinions of residents. In this study, the factors of idle space were derived based on a temporary use strategy, and the direction of idle space was presented by comparing the importance of experts with the survey of residents' perceptions and preferences. As a result, residents preferred to improve the aging physical environment first because of the target location characteristics, while experts ranked it in line to reflect the importance of the use of temporary uses that can quickly improve the urban environment. Therefore, it is desirable to recognize the importance of the temporary use strategy and to refine the priorities of the two groups and conduct a temporary test to derive the optimal utilization measures and reflect them in the master plan. In order to implement a temporary use strategy in the future, it is necessary to present a space utilization plan that reflects detailed prior investigation through analysis of target location characteristics and usage patterns.

A Study on the Neighborhood Management(QM) Program for the Regeneration of Deteriorated Residential Blocks in Berlin (베를린의 노후주거지 재생을 위한 근린재생(QM)프로그램 연구)

  • Yoo, Hae-Yeon;Park, Yeon-Jeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.6
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    • pp.3969-3982
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    • 2014
  • This study examined the QM(Quartier Management) Program of Germany for the Regeneration of Deteriorated Residential Blocks in Berlin. This study used basic data research for the 'Neighborhood Management Program' in South Korea. Therefore, German local documents, organization web sites, internal reports were analyzed to understand the status of the Germany's urban regeneration policies and present the conditions. This study was conducted by local interviews, e-mail exchanges and telephone interviews. The following were investigated and analyzed: 1) the present conditions of the urban regeneration policies and regional regeneration in Germany; 2) the characteristics of the QM program (Program's strategy, funding and utilization plans, program's applicable areas, Indicators for regional selection); and 3) examine two cases of the QM Program in Berlin.

Urban Economic Regeneration Strategies of Local Initiative through the Analysis of Regional Strategic Industry Policy Cases (지역전략산업 육성 사례 분석을 통한 지역주도의 도시경제기반형 도시재생 추진 방안)

  • Ryu, Dong-Ju;Kim, Joo-Jin
    • Land and Housing Review
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    • v.7 no.4
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    • pp.239-249
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    • 2016
  • This study aims to find implications for urban economic regeneration strategies of local initiative by analyzing of promoting regional strategic industries, both Seongnam and Goyang in terms of regional industrial policy, institution and specialized service agency. The main results based on the case studies are as follows. First, It is a top priority to formulate the policy direction, such as selecting strategic industries and prepare means for improving it. It should keep reliability and continuity for inducing economic units. Second, It is necessary to consider the effectiveness and diversity of institutions. The institutions to be formalized by municipal ordinance and rules for making the successful implementing system of policies. It is necessary to implement strategic industry policy linked with the central government or public organizations for expanding of a diversity of policies. It is necessary to change in viewpoint on the deregulation and tax break for the private sectors as inducements to achieve the regional economy activation. Third, It is necessary to introduce the specialized service agency to improve an effectiveness and efficiency of institutions and accelerate a network within economic units.

Evaluation of urban regeneration projects in accordance with the type of declining area - Focusing on the declining area in Daejeon - (쇠퇴지역의 유형에 따른 도시재생사업의 평가 - 대전광역시 쇠퇴지역을 중심으로 -)

  • Park, So-Yeon;Oh, Deog-Seong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.7
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    • pp.4984-4991
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    • 2015
  • This study derives the city's declining area by the type, and evaluates urban regeneration projects to sustainable urban regeneration planning factors. And assess whether urban regeneration projects are suitable for declining aspect of area. Application of sustainable urban regeneration plan factors of 19 declining areas is found to be less than 'normal'. This showed that urban regeneration projects not being actively enforced. All areas except hoedeokdong have been estimated that urban regeneration projects did not enforce the corresponding type on the decline, it still showed that concentrated on the physical regeneration projects. Excavation of social, economic regeneration projects that can respond to the type of decline and integrated, ongoing urban regeneration efforts are needed.

The Patterns and Directions of Technological Innovation in Windpower Industry (풍력산업 기술혁신 패턴과 전개방향)

  • Lee, Jonghoon;Kang, Youngsun
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.11a
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    • pp.177.2-177.2
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    • 2010
  • 전세계 풍력발전 시장은 2009년말 160GW로 지난 5년간 연평균 36.1%로 성장하였으며, 2012년 310GW, 2020년에는 1,900GW에 이를 전망이다. 특히, 풍력산업은 조선, 중공업 등 우리나라가 강세에 있는 산업과 연관성이 높아 관련분야 대기업을 중심으로 시장진출이 활발히 진행되고 있는 추세이다. 본 연구는 지식경제부에서 지원하고 있는 신재생에너지기술개발사업 R&D지원실적을 토대로 풍력산업 및 기술혁신패턴을 분석하고, 이를 토대로 풍력산업 발전을 위한 기술혁신 지원전략을 연구하였다. 분석결과, 풍력시장이 급성장함에 따라 대기업을 중심으로 급진적 혁신 행태을 보였으며, 기술도입 및 선진기술의 모방이라는 전형적인 초기산업화 패턴을 보이고 있다. 이러한 기업전략은 기술혁신체제 관점에서 기술학습을 통한 기술축적이 부족하고, 부품소재 중심으로 공급사슬을 구성하는 중소 중견기업군이 취약하여 원가절감 등 시장 경쟁력에 장애요인으로 나타났다. 이를 개선하기 위해서는 첫째, 시스템 기업은 중소 중견기업을 중심으로 부품국산화 노력을 통한 경쟁력 있는 공급사슬 구현이 시급하다. 둘째, 정부는 부품소재 중심의 원천연구에 대한 지원을 확대하여야 하며 셋째, 경쟁력 있는 국가의 기술혁신체계 구현을 위해 정부 출연연구소 및 대학을 중심으로 기술축적을 위한 방안이 시급하다. 마지막으로 초기 풍력산업의 주요 수요자가 정부 및 공공기관인점을 감안할 때, 풍력시스템의 국산화 비율을 구매 조건의 핵심 평가요인으로 채택해야 할 것이다.

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