지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.12 No.5
- 발행연도
- 2017.9
- 수록면
- 1,798 - 1,804 (7page)
이용수
초록· 키워드
오류제보하기
This paper presents an approach of the Gustafson-Kessel (GK) clustering algorithm’s performance in fault identification on power transmission lines. The clustering algorithm is incorporated in a scheme that uses hybrid intelligent technique to combine artificial neural network and a fuzzy inference system, known as adaptive neuro-fuzzy inference system (ANFIS). The scheme is used to identify the type of fault that occurs on a power transmission line, either single line to ground, double line, double line to ground or three phase. The scheme is also capable an analyzing the fault location without information on line parameters. The range of error estimation is within 0.10 to 0.85 relative to five values of fault resistances. This paper also presents the performance of the GK clustering algorithm compared to fuzzy clustering means (FCM), which is particularly implemented in structuring a data. Results show that the GK algorithm may be implemented in fault identification on power system transmission and performs better than FCM.
목차
Abstract
1. Introduction
2. Fuzzy Clustering Algorithms
3. Relation Between GK and FCM
4. Experimental Studies
5. Results and Discussion
6. Conclusion
References
참고문헌 (20)
참고문헌 신청
Z. M. Radojevic et al., “New Approach for Fault Location on Transmission Lines Not Requirig Line Parameters”, International Conference on Power Systems Transients (IPST2009), Kyoto, Japan June 3- 6, 2009.
J. C. Bezdek, “Pattern Recognition with Fuzzy Objective Function Algorithms”, Plenum Press, New York, 1981.
J. C. Bezdek and S. K. Pal, “Fuzzy Models for Pattern Recognition: Methods that Search for Structure in Data”, IEEE Press, New York, 1992.
Raghu Krishnapuram and Jongwoo Kim, “A Note on the Gustafson-Kessel and Adaptive Fuzzy Clustering Algorithms”, IEEE Transactions On Fuzzy Systems. vol. 7, no. 4, August 1999.
Reddy M. J. et. Al., “A Wavelet-Fuzzy Combined Approach for Classification and Location of Transmission Line Faults”, Electrical Power & Energy Systems, vol. 29, no. 1, pp. 669-678, 2007
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
클러스터 밀도와 무관한 향상된 클러스터링 기법
한국컴퓨터정보학회논문지
2015 .12
-
A New Image Clustering Method Based on the Fuzzy Harmony Search Algorithm and Fourier Transform
JIPS(Journal of Information Processing Systems)
2016 .12
-
A Mixed Co-clustering Algorithm Based on Information Bottleneck
JIPS(Journal of Information Processing Systems)
2017 .01
-
Identification of Plastic Wastes by Using Fuzzy Radial Basis Function Neural Networks Classifier with Conditional Fuzzy C-Means Clustering
Journal of Electrical Engineering & Technology
2016 .11
-
상황인식 기반 클러스터링의 적응적 자율 학습 분할 알고리즘
한국정보통신학회 종합학술대회 논문집
2022 .10
-
상황인식 기반 클러스터링의 적응적 자율 학습 분할 알고리즘
한국정보통신학회 종합학술대회 논문집
2022 .05
-
합성곱 오토인코더 기반의 응집형 계층적 군집 분석
멀티미디어학회논문지
2020 .01
-
Fault Location for Incomplete-Journey Double-Circuit Transmission Lines on Same Tower Based on Identification of Fault Branch
Journal of Electrical Engineering & Technology
2017 .09
-
Fuzzy C-means clustering 기반의 수출 컨테이너 적재 전략
대한산업공학회 추계학술대회 논문집
2024 .10
-
An Improved Hybrid Canopy-Fuzzy C-Means Clustering Algorithm Based on MapReduce Model
Journal of Computing Science and Engineering
2016 .03
-
Synthesis of clustering algorithms based on selection of centroids
제어로봇시스템학회 국제학술대회 논문집
2018 .10
-
이상치를 고려한 딥러닝 기반 웨이퍼 맵 결함 패턴 클러스터링
신뢰성응용연구
2022 .12
-
Automatic Determination of the Number of Clusters for Semi-Supervised Relational Fuzzy Clustering
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2020 .06
-
A Hybrid Approach for Prolonging Lifetime of Wireless Sensor Networks Using Genetic Algorithm and Online Clustering
Journal of Computing Science and Engineering
2019 .12
-
불확실성을 고려한 퍼지 클러스터링 기반 퍼지뉴럴네트워크 설계
한국인터넷방송통신학회 논문지
2017 .01
-
A Multi-hop Distributed Energy-Efficient Clustering Using Fuzzy Logical Control with Sub-Clustering for Healthcare Wireless Sensor Networks
Proceedings of The International Workshop on Future Technology
2019 .01
-
재사용 배터리의 성능 편차를 고려한 DBSCAN 및 PCA 기법 기반 클러스터링 알고리즘
전력전자학회논문지
2023 .08
-
Damage identification for high-speed railway truss arch bridge using fuzzy clustering analysis
Structural monitoring and maintenance
2016 .01
-
부분 방전 곡선을 활용한 Adaptive Neuro-Fuzzy Inference System 기반 사용 후 배터리 안전성 평가 및 상태 분류 알고리즘 개발
전력전자학회논문지
2025 .04
-
Spectral clustering based on the local similarity measure of shared neighbors
[ETRI] ETRI Journal
2022 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2018-560-001201676