Identification of coherent generators using fuzzy C-means clustering algorithm and construction of dynamic equivalent of power system

Journal of Electrical Systems

Volumn 6, Issue 2, 2010, Pages 1-18

  El Arini, Mahdi M M ^a   Fathy, Ahmed ^a  

^a Zagazig University ^*  (Egypt)

Author keywords

Coherent groups of generator; Dynamic aggregation; Dynamic equivalents; Fuzzy c means clustering algorithm; Network reduction

Indexed keywords

COHERENT GROUPS OF GENERATOR; DYNAMIC AGGREGATION; DYNAMIC EQUIVALENTS; FUZZY C-MEANS CLUSTERING ALGORITHMS; NETWORK REDUCTION;

FUZZY CLUSTERING; FUZZY SYSTEMS;

CLUSTERING ALGORITHMS;

EID: 78651576009     PISSN: 11125209     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. R. JAMES, W. JANUSZ and JARR MACH.: "Power System Dynamics and Stability", JOHN WILEY and SONS LTD., 1997.
2. PODMORE, R.: 'Identification of Coherent Generators for Dynamic Equivalents', IEEE Trans., 1978, PAS-97, (4), PP. 1344-1354.
3. LEE, S.T.Y., and SCHWEPPE, F.C.: 'Distance Measure and Coherency Recognition for Transient Stability equivalents', IEEE Trans., 1973, PAS-92, PP. 1550-1557.
4. KRISHAPARANDHAMA, S. ELANGORAN and K. Kuppurajulu, 'Method for Identifying Coherent Generators', Vol. 3, No. 2, PP. 85-90, April 1981.
5. M. Y. HUSSAIN, V.G. RAU.:'Coherency Identification and Construction of Dynamic Equivalent for Large Power System', IEE 2nd International Conference on Advances in Power System Control. Operation and Management. December 1993. Hong Kong.
6. SPALDING, B.D., YEE, H., and GOUDIE, B.D.: 'Coherency Recognition for Transient Stability Studies Using Singular Points', IEEE Trans., 1977, PAS-96, (4), pp. 1368-1375.
7. MIR MUJAHID ALI, 'Identification of Coherent Generators Using Linear Trajectory', Msc. D. Thesis, University of Ng Fahd of Petroleum and Minerals, Dhahrann, Saudi Arabia, 1993.
8. J. P. YANG, G. H. CHENG, Z. XU.:'Dynamic Reduction of Large Power System in PSS/E', IEEE/PES Transmission and Distribution Conference & Exhibition, 2005: Asia and Pacific Dalian, China.
9. GHAFURIAN. A. and BERG. G.J. Coherency Based Multimachine Study', IEE PROC., Vol. 129, Pt. C, (4), July 1982, PP. 153-160.
10. MOHAMED EL-SHIMY, 'Electromechanical System Equivalent and Dynamic Load Aggregation for Transient Stability of Electric Power System', Ph. D. Thesis, University of Ain Shams, Cairo, 2004.
11. Mahdi M.M. El-Arini, M.M. El Metwally,'Order Reduction in Dynamic Modeling of Power System Control', Engineering First Intern. Conference, Cairo, Egypt, December 9-12, 1989, Vol. 8, PP. 207-218.
12. ZHAO SHUQIANG, XIANRONG, YANJIANG and RENMU, 'A Reduced Order Method for Swing Mode Eignvalue Calculating Based on Fuzzy Coherency Recognition', Power system Technology Proceedings 1998. Vol. 2, pp 1402-1405.
13. SHU-CHEN WANG and PEI-HWA HUANG, 'Fuzzy C-Means Clustering for Power System Coherency', IEEE international conference 2005, Vol. 3, pp. 2850-2855.
14. N. Pal, K. Pal, J. Keller, and J. Bezdek, 'A possibilistic fuzzy c-means clustering algorithm', IEEE Trans Fuzzy Systems, Vol. 13, No. 4, 2005, pp. 517-530.
15. A. K. BEHERA, 'Transient Stability Analysis of Multimachine Power System Using Detailed Machine Models', Ph. D. Thesis, University of Illinois at Urbana-Champaign, 1988.