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A Study on Transmission System Expansion Planning using Fuzzy Branch and Bound Method

  • Park, Jaeseok;Sungrok Kang;Kim, Hongsik;Seungpil Moon;Lee, Soonyoung;Roy Billinton
    • KIEE International Transactions on Power Engineering
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    • v.2A no.3
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    • pp.121-128
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    • 2002
  • This study proposes a new method for transmission system expansion planning using fuzzy integer programming. It presents stepwise cost characteristics analysis which is a practical condition of an actual system. A branch and bound method which includes the network flow method and the maximum flow - minimum cut set theorem has been used in order to carry out the stepwise cost characteristics analysis. Uncertainties of the permissibility of the construction cost and the lenient reserve rate and load forecasting of expansion planning have been included and also processed using the fuzzy set theory in this study. In order to carry out the latter analysis, the solving procedure is illustrated in detail by the branch and bound method which includes the network flow method and maximum flow-minimum cut set theorem. Finally, case studies on the 21- bus test system show that the algorithm proposed is efficiently applicable to the practical expansion planning of transmission systems in the future.

Design of FNN architecture based on HCM Clustering Method (HCM 클러스터링 기반 FNN 구조 설계)

  • Park, Ho-Sung;Oh, Sung-Kwun
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2821-2823
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    • 2002
  • In this paper we propose the Multi-FNN (Fuzzy-Neural Networks) for optimal identification modeling of complex system. The proposed Multi-FNNs is based on a concept of FNNs and exploit linear inference being treated as generic inference mechanisms. In the networks learning, backpropagation(BP) algorithm of neural networks is used to updata the parameters of the network in order to control of nonlinear process with complexity and uncertainty of data, proposed model use a HCM(Hard C-Means)clustering algorithm which carry out the input-output dat a preprocessing function and Genetic Algorithm which carry out optimization of model The HCM clustering method is utilized to determine the structure of Multi-FNNs. The parameters of Multi-FNN model such as apexes of membership function, learning rates, and momentum coefficients are adjusted using genetic algorithms. An aggregate performance index with a weighting factor is proposed in order to achieve a sound balance between approximation and generalization abilities of the model. NOx emission process data of gas turbine power plant is simulated in order to confirm the efficiency and feasibility of the proposed approach in this paper.

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Fuzzy Classifier System for Edge Detection

  • Sim, Kwee-Bo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.52-57
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    • 2003
  • In this paper, we propose a Fuzzy Classifier System(FCS) to find a set of fuzzy rules which can carry out the edge detection. The classifier system of Holland can evaluate the usefulness of rules represented by classifiers with repeated learning. FCS makes the classifier system be able to carry out the mapping from continuous inputs to outputs. It is the FCS that applies the method of machine learning to the concept of fuzzy logic. It is that the antecedent and consequent of classifier is same as a fuzzy rule. In this paper, the FCS is the Michigan style. A single fuzzy if-then rule is coded as an individual. The average gray levels which each group of neighbor pixels has are represented into fuzzy set. Then a pixel is decided whether it is edge pixel or not using fuzzy if-then rules. Depending on the average of gray levels, a number of fuzzy rules can be activated, and each rules makes the output. These outputs are aggregated and defuzzified to take new gray value of the pixel. To evaluate this edge detection, we will compare the new gray level of a pixel with gray level obtained by the other edge detection method such as Sobel edge detection. This comparison provides a reinforcement signal for FCS which is reinforcement learning. Also the FCS employs the Genetic Algorithms to make new rules and modify rules when performance of the system needs to be improved.

The Study of Performance Evaluation of Train Communication Network for EMU (전동차 차량 네트웍 성능평가기술 연구)

  • Lee Su-Gil;Han Seong-Ho;Koo Dong-Hoe;Song Young-Soo
    • Proceedings of the KSR Conference
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    • 2003.10c
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    • pp.659-665
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    • 2003
  • This paper presents a Train Communication Network simulator (TCNS) that can be used to evaluate the performance of TCN. TCN was accepted as the standard of the protocol for the communication network in trains. We carry out some simulation tests using the TCNS to show practical uses of the simulator. Results of some simulation tests are also reported. This paper presents a Train Communication Network simulator(TCNS) that can be used to evaluate the performance of TCN. TCN was accepted as the standard of the protocol for the communication network in trains. TCN of fieldbus was adopted as international standardization IEC 61375 in 1999. It has been operating on G7 train in korea. This paper developed TCNS(Train Communication Network simulator) as a simulator for performance evaluation. We can verify TCNS for preventing many kinds of occurring problems between the devices in data-communication. This study was developed TCNS as a simulator for the performance evaluation. We analyzed correlation between token, transmission data per paket and transmission speed of bus, through the TCNS, also analyzed result according to error rate of TCN. We carry out some simulation tests using the TCNS to show practical uses of the simulator. Results of some simulation tests are also reported.

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Virtual Standards Development Environments for Concurrent Standardization Process

  • Kim, Hyoung-Jun;Park, Ki-Shik;Chin, Byoung-Moon;Park, Chee-Hang
    • ETRI Journal
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    • v.21 no.1
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    • pp.55-71
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    • 1999
  • Recently, the increased handling of on-line standards information has emerged as an important feature of information and communications technology (ICT) standardization. In order to meet market needs for on-time standards deployment, most standards organizations are actively seeking more efficient ways of standardization using electronic means in order to accelerate the standards making process. This paper suggests a virtual standard development environment designed for standards developers to carry out their standards-related activities on-line. In this paper, we outline a conceptual model of a concurrent standardization process and describe the design and implementation of an Extranet-based network system called standards information cooperative network (SICN). The system was created with a view to fostering faster standards development with functionalities such as a virtual management of networked standards developers, collaboration support tools, a workflow-based electronic signature system, and dynamic links for ready retrieval of standards information stored in a database. We conclude this paper with an introduction to the concept of a virtual standards development organization (VSDO) that supports all the features needed by the relevant standards making bodies to carry out their activities in a dynamic on-line environment.

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A Study of the Efficient Planning of Governance for Building Biomass Circulation Estate (바이오매스 순환단지조성을 위한 거버넌스 구축방안 연구)

  • Kwon, Goo-Jung;Lee, Su-Young;Hwang, Jae-Hyun
    • Korean Journal of Organic Agriculture
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    • v.22 no.4
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    • pp.561-579
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    • 2014
  • This research estimates the necessity of a better governance plan on the purpose of fulfillment energy recovery by building resource recycling system for biomass resources and waste resources that derive from agricultural and mountain village areas. The utilization of new renewable energy technology which uses waste and biomass sources diverse as variety of resources, collecting method, operator etc. and is structurally complicated the formation of policy is also very difficult. There is failure because of the problems which occurs from the policy led by government. Biomass Town Development Project should be made through the central government and the local government integrated support system and should be formed a consultative group in order to process the project mutually with these two department including the experts from the related areas. This consultative group, while government organizations carry out the hub function of strategic knowledge management, should carry out the control tower function to be able to be net working transfer the information with the cooperation of private and government so vitalize the communication area among the related actors. And to be able to increase the participation rate of the local people the consistent and various educations should be given so a smooth business promotion progress will be desired through the change of perception and coactive participation of people.

The Effect of Corporate Social Responsibility Disclosure on Earning Management and Firm Value: Evidence from Indonesia

  • IRAWAN, Dwi;ASTUTI, Sri Wibawani Wahyuning;AFIFAH, Nur
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.7
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    • pp.103-109
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    • 2021
  • The aim of this research is to provide empirical evidence on the impact of CSR disclosure on earnings management and firm value. The population used in this study were all manufacturing companies listed on the Indonesia Stock Exchange (IDX) in 2018. The sample in this study was 114 companies selected through purposive sampling. The results of data analysis show that CSR has a positive effect on Firm Value. CSR disclosure is one form of activity that companies carry out in influencing their stakeholder decisions. This is by the theory that a company is not an entity that only operates for its interests, but the main objective of the company is to meet stakeholder needs. Besides, CSR has a positive effect on Earning Management. The results of this study contrary to research conducted by prior research which states that CSR can reduce earning management because CSR not only increases information transparency but also creates interaction with stakeholders. The difference in findings in this study is because CSR disclosure in Indonesia is still low, as seen from the average CSR in Indonesia, which is 33%, and it is still not transparent so that companies tend to carry out earnings management.

US FAA Physical Examination Standards and Amendment of AME Conservation Education: Comparison with Korea (미국 FAA 신체검사 기준 및 AME 보수교육 변화동향: 한국과의 비교)

  • Kim, Young Hyo
    • Korean journal of aerospace and environmental medicine
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    • v.28 no.3
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    • pp.52-55
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    • 2018
  • The purpose of the aviation physical examination guideline is not only to determine the physical fitness of the aviation workers but also to treat the underlying diseases of the aviation employees effectively and to carry out the optimal aviation duties. As medical science advances, treatment guidelines for various diseases are rapidly changing, and aviation physical examination guidelines need to be revised accordingly. Therefore, it is necessary to analyze the change trends of the AME guideline around the world and appropriately reflect it according to the situation of Korea. It is also necessary to continue the training of AME who are required to carry out examinations and certificates by these revision guidelines. Therefore, it would be desirable to analyze the education system of the advanced countries including the US and introduce the advantages of these systems into Korean AME education curriculum. Primarily, with the development of the Internet, various online lectures have been developed recently. Therefore, we first aimed to look at the changes in the current AME guideline of the Federal Aviation Administration. Next, we aimed to discuss changes in the course of the AME refresher course. Finally, we would like to suggest some points to be improved by comparing these AME guidelines and educational programs with those of Korea.

Derivation of Critical Success Factors for Operation Management of Educational Facility Maintenance Management Program (교육시설 유지관리 프로그램 운영관리를 위한 핵심성공요인 도출)

  • Lee, Mi-Young;Park, Sang-Hun;Yoon, Sun-Jae;Koo, Kyo-Jin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.51-52
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    • 2021
  • The maintenance of educational facilities is divided into inspection and management of facility managers residing in the school and Educational Environment Improvement Projects(EEIP) to carry out maintenance work. Educational support organizations collect maintenance requests through facility inspections by school-specific facility managers, and carry out numerous maintenance projects during the year. The EEIP has the characteristic of Program Management with interrelationships between projects, not multiple projects management. The purpose of the EEIP is to eliminate the inconvenience of school facility users and increase their satisfaction, and achieving the goal is judged to be successful. Despite the importance of management and performance measurement utilizing Critical Success Factor(CSF) for the operation of successful educational facility maintenance management programs, the system for achieving the goals is insufficient. This study derives CSFs for each stage of the EEIP for the success of the EEIP. The CSFs for each stage of the EEIP is expected to serve as a basis for evaluation of educational facility maintenance management programs and can be used as an evaluation index in the future.

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The Duty and Role of Uiseoseubdoggwan(Medical Learning Officer) in the Joseon Dynasty Examined through the Historical Trace of IM Won-jun(任元濬, 1423~1500) (임원준의 사적을 통해 본 조선시대 의서습독관의 직무와 역할)

  • LYU Jeong-ah
    • The Journal of Korean Medical History
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    • v.36 no.1
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    • pp.51-72
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    • 2023
  • IM Won-jun(任元濬, 1423~1500) was an Confucianism Doctor in the former period of Joseon Dynasty. Through IM Won-jun's historical trace we could know the range of Uiseoseubdoggwan(Medical Learning Officer)'s duty not limited to study medical books at that time but extended to medical treat, educate, recommend medical policy, personnel manage, carry out administrative work, carry out all the works concerned with medical books, make new medicines at different official period. Among these after learning duties the Royal Family of the Joseon Dynasty awarded high grades to medical treatment for king and king's mother, but from the viewpoint of advancement of medicine controling the top of medical policy as a chief of Jeonuigam had important meaning. The system of Uiseoseubdoggwan(Medical Learning Officer) in the Joseon Dynasty played the role of cultivating widely the man of ability who leaded medical development by sharing the man of ability between medicine and confucianism which was dominant learning at that time, so the knowledge and professional skill of medicine, Yin-Yang and the Five Elements theory, the spirit of relief of the world were spreaded across to national administration, education, publication culture, putting philosophy of filial piety into practice in the Joseon Dynasty.