• Title/Summary/Keyword: Fuzzy measures

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The transmission Network clustering using a fuzzy entropy function (퍼지 엔트로피 함수를 이용한 송전 네트워크 클러스터링)

  • Jang, Se-Hwan;Kim, Jin-Ho;Lee, Sang-Hyuk;Park, Jun-Ho
    • Proceedings of the KIEE Conference
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    • 2006.11a
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    • pp.225-227
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    • 2006
  • The transmission network clustering using a fuzzy entropy function are proposed in this paper. We can define a similarity measure through a fuzzy entropy. All node in the transmission network system has its own values indicating the physical characteristics of that system and the similarity measure in this paper is defined through the system-wide characteristic values at each node. However, to tackle the geometric mis-clustering problem, that is, to avoid the clustering of geometrically distant locations with similar measures, the locational informations are properly considered and incorporated in the proposed similarity measure. In this paper, a new regional clustering measure for the transmission network system is proposed and proved. The proposed measure is verified through IEEE 39 bus system.

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Development of Insulation Degradation Diagnosis System for Electrical Plant

  • Kim, Yi-Gon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.2 no.1
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    • pp.33-37
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    • 2002
  • Insulation aging diagnosis system provides early warning regarding electrical equipment defects. Early warning is very important in that it can avoid great losses resulting from unexpected shutdown of the production line. Since relations of insulation aging and partial discharge dynamics are non-linear. it is very difficult to provide early warning in an electrical equipment. In this paper, we propose the design method of insulation aging diagnosis system that use a electromagnetic wave and acoustic signal to diagnose an electrical equipment. Proposed system measures the partial discharge on-line from DAS(Data Acquisition System and acquires 2D patterns from analyzing it. For filtering the noise contained in sensor signals we used ICA algorithms. Using this data, we design of the neuro-fuzzy model that diagnoses an electrical equipment and is investigated in this paper. Validity of the new method is asserted by numerical simulation.

Application of Fuzzy Theory and Analytic Hierarchy Process(AHP) for Developing Occupational Stress Index

  • Jung, Hwa Shik
    • Journal of the Ergonomics Society of Korea
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    • v.17 no.2
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    • pp.33-48
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    • 1998
  • This paper illustrates the application of Fuzzy Theory and Analytic Hierarchy Process(AHP) for developing Occupational Stress Index(OSI). The purpose of the OSI development is for future prediction and problem solving of prevailing occupational stress. In developing OSI, the concept of fuzzy set theory was introduced to determine the existence and level of perceived occupational stress instead of actually measuring the strain parameters. The AHP is adopted to collect different weighting factors, since there exist various perceptions and responses to the occupational stress by different individuals. The validation study revealed that the OSI is a reliable predictor of work-related accident and illness and the physiological health of employees. Creating preventive measures, such as early detection of stress, proper placement and promotion of employees, and job enlargement will be possible by using this OSI effectively.

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Acceleration sensor, and embedded system using location-aware

  • He, Wei;Nayel, Mohamed
    • Journal of Convergence Society for SMB
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    • v.3 no.1
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    • pp.23-30
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    • 2013
  • In this paper, fuzzy entropy and similarity measure to measure the uncertainty and similarity of data as real value were introduced. Design of fuzzy entropy and similarity measure were illustrated and proved. Obtained measures were applied to the calculating process and discussed. Extension of data quantification results such as decision making and fuzzy game theory were also discussed.

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New Approach to Verification in Security Protocol by using Fuzzy Algorithm (퍼지 알고리즘을 이용한 보안 프로토콜 검증)

  • 신승중;박인규
    • Proceedings of the Korea Database Society Conference
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    • 2000.11a
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    • pp.343-349
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    • 2000
  • The objective of this paper was to cope with the verification of the message transfer protocol that integrates the electronic signature and the distribution and authentication of public key in TCP/IP using Choquet fuzzy integral compapred with fuzzy integral. They were classified into the security technology, the security policy, the electronic document processing, the electronic document transportation and the encryption and decryption keys in its function. The measures of items of the message security protocol were produced for the verification of the implemented document in every function.

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A Study on Korean and English Speaker Recognitions using the Fuzzy Theory (퍼지 이론을 이용한 한국어 및 영어 화자 인식에 관한 연구)

  • 김연숙;김희주;김경재
    • Journal of the Korea Society of Computer and Information
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    • v.7 no.3
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    • pp.49-55
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    • 2002
  • This paper proposes speaker recognition algorithm which includes both the pitch parameter and the fuzzy. This study proposes a pitch detection method for the peak and valley pitch detection function by means of comparing spectra which utilizes the transform characteristics between time and frequency. It measures the similarity to the original spectrum while arbitrarily varying the period in the time domain. It heavily weights the error due to the changing characteristics of the phonemes, while it is strong against noise. In this paper, makes reference pattern using membership function and performs vocal track recognition of common character using fuzzy pattern matching in odor to include time variation width for non-linear utterance time.

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A Study on Korean and Japanese Speaker Recognitions using the Fuzzy Theory (퍼지 이론을 이용한 한국어 및 일어 화자 인식에 관한 연구)

  • 김연숙;김창완
    • Journal of the Korea Society of Computer and Information
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    • v.5 no.3
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    • pp.51-57
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    • 2000
  • This paper proposes speaker recognition algorithm which includes both the pitch and the fuzzy. This study proposes a pitch detection method for the peak and valley pitch detection function by means of comparing spectra which utilizes the transform characteristics between time and frequency. It measures the similarity to the original spectrum while arbitrarily varying the period in the time domain. It heavily weights the error due to the changing characteristics of the phonemes, while it is strong against noise. In this paper, makes reference pattern using membership function and performs vocal track recognition of common character using fuzzy pattern matching in order to include time variation width for non-linear utterance time.

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NEW INTELLIGENT APPROACH FOR PROJECT MANAGEMENT IN CONSTRUCTION INDUSTRY

  • D. Aparna;D. Sridhar;J. Rajani;B. Sravani;V.S.S. Kumar
    • International conference on construction engineering and project management
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    • 2005.10a
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    • pp.366-370
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    • 2005
  • The construction environment is dynamic in nature and is characterized by various degrees of uncertainties. The uncertainties such as lack of coordination, non availability of resources, condition of temporary structures and varying weather conditions have a significant impact on estimating the duration of activities. These are subjective, vague and imprecisely defined and are expressed in subjective measures rather than mathematical terms. Conventionally, various quantitative techniques such as CPM and PERT have emerged in construction industry. These techniques cannot solve the above problems and rely on human experts which may not always be possible. In such situations Artificial Intelligence tools such as fuzzy sets and neural networks handle such variables and provide global strategies. The present paper evaluates the effect of qualitative factors to identify the activity duration using new intelligent approach. The results are compared with conventional methods for effective project management. A case study is considered to demonstrate the applicability of fuzzy logic for project scheduling.

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INTERVAL-VALUED CHOQUET INTEGRALS AND THEIR APPLICATIONS

  • Jang, Lee-Chae
    • Journal of applied mathematics & informatics
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    • v.16 no.1_2
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    • pp.429-443
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    • 2004
  • In this paper, using Zhang, Guo and Liu's comments in [17], we define interval-valued functionals and investigate their properties. Furthermore, we discuss some applications of interval-valued Choquet expectations.