Study of power load classification based on adaptive fuzzy C means

Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control

Volumn 38, Issue 16, 2010, Pages

  Yang, Hao ^a   Zhang, Lei ^a   He, Qian ^b   Niu, Qiang ^a  

^a CHONGQING UNIVERSITY   (China)

^b STATE GRID CHONGQING ELECTRIC POWER COMPANY   (China)

Author keywords

Adaptive; Dynamic characteristics clustering; Fuzzy C means algorithm; Load modeling; Power load

Indexed keywords

ADAPTIVE; DYNAMIC CHARACTERISTICS CLUSTERING; FUZZY C-MEANS ALGORITHMS; LOAD MODELING; POWER LOAD;

CLUSTER ANALYSIS; COMPUTER SIMULATION; COPYING; ELECTRIC LOAD FORECASTING; FEATURE EXTRACTION; FLOW OF SOLIDS; FUZZY CLUSTERING; FUZZY SYSTEMS;

CLUSTERING ALGORITHMS;

EID: 77956390802     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. LI Xin-ran, HE Ren-mu, ZHOU Wen. Synthetic load model suiting for voltage stability analysis[J]. Proceedings of the CSEE, 1999, 19(5): 71-75.
2. JU Ping. Theory and practice of load modeling in power system[J]. Automation of Electric Power Systems, 1999, 23(19): 1-7.
3. WU Hong-bin, DING Ming, LI sheng-hu, et al. Probabilistic analysis on influences of generator model and load model on transient stability[J]. Power System Technology, 2004, 28(1): 19-21.
4. ZHANG Peng-fei, LUO Cheng-lian, MENG Yuan-jing, et al. Impact of dynamic electric load model proportion on power system stability[J]. Relay, 2006, 34(11): 24-26.
5. KosLerev D N, Tavlor C W, MiLLelsLadL W A. Model validation for the August 10, 1996 WSCC systern outrage[J]. IEEE Trans on Power Systems, 1999, 14(3): 967-979.
6. IEEE Task Force. Bibliography on load models for power flow and dynamic performance simulation[J]. IEEE Trans on Power Systems, 1995, 10(1): 523-538.
7. CIGRE Task Force. Load modeling and dynamics[J]. Electra, 1990, 1(130): 124-141.
8. ZHANG Hong-bin, TANG Yong, ZhANG Dong-xia, et al. Equivalent model for induction-motor load connected to high voltage bus[J]. Proceedings of the CSEE, 2006, 26(24): 1-4.
9. HE Ren-mu, MA Jin, Hill D J. Composite load modeling via measurement approach[J]. IEEE Trans on Power Systems, 2006, 21(2): 1-10.
10. LIN Shun-jiang, LI Xin-ran, LIU Yang-hua, et al. A classifiction method for aggregated load dynamic characteristics[J]. Automation of Electric Power Systems, 2005, 29(22): 33-38.
11. SHI Jing-hai, HE Ren-mu. Load time-variant characteristic study in dynamic load modeling[J]. Proceedings of the CSEE, 2004, 24(4): 85-90.
12. HE Ren-mu, ZHOU Wen. The cluster and sunthesis of electric power system load models[J]. Automation of Electric Power Systems, 1999, 23(19): 12-16.
13. GONG Gai-yun. Study of FCM algorithm on parameters and its applications[D]. Xi'an: Xi'an University of Electronic Science and Technology, 2004.
14. JU Ping, JIN Yan, WU Feng, et al. Studies on classification and synthesis of componsite dynamic loads[J]. Automation of Electric Power Systems, 2004, 28(1): 64-68.
15. ZHOU Yu-guang. Power system dynamic load modeling and acquisition of dynamic-static percentage[D]. Shanghai: Shanghai Jiao Tong University, 2006.