Characteristics classification and synthesis of power load based on fuzzy clustering

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 25, Issue 24, 2005, Pages 73-78

  Li, Pei Qiang ^a   Li, Xin Ran ^a   Chen, Hui Hua ^b   Tang, Wai Wen ^b  

^a HUNAN UNIVERSITY   (China)

^b Hunan Province Dispatching Center   (China)

Author keywords

Aggregate load; Classification and synthesis; Fuzzy clustering; Load characteristics; Load modeling; Power systems

Indexed keywords

ELECTRIC LOADS; ELECTRIC SUBSTATIONS; FUZZY SETS; MATHEMATICAL MODELS;

AGGREGATE LOAD; FUZZY CLUSTERING; LOAD CHARACTERISTICS; LOAD MODELING; POWER LOAD;

ELECTRIC POWER SYSTEMS;

EID: 33644845360     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (14)

1. Carson W. Taylor. Power system voltage stability[M]. 2001
2. IEEE Task Force on Load Representation for Dynamic Performance System Dynamic Performance Subcommittee, Power System Engineering Committee. Bibliography on Load model for power flow and dynamic performance Simulation[J]. IEEE Transaction on Power systems, 1995, 10(1): 523-538.
3. He Renmu, Wang Weiguo, Jiang Dengbin et al. Measurement based dynamic load modeling and model validation on Guangdong grid [J]. Proceedings of the CSEE, 2002, 22(3): 78-82.
4. Yao Jiangang, Chen Liang, Da Xijun et al. Academic research of load modeling with chaotic neural network[J]. Proceedings of the CSEE, 2002, 22(3): 99-102.
5. Li Xinran, He Renmu, Zhou Wen. Synthesis load model suiting for voltage stability analysis[J]. Proceedings of the CSEE, 1999, 19(5): 71-75.
6. Li Xinran, He Renmu, Zhang Jian. Effect of load characteristics of power system stead state voltage stability and the practical criterion of voltage stability [J]. Proceedings of the CSEE, 1999, 19(4): 27-30.
7. He Renmu, Wei Xiaoming, Han Mingxiao. Power system dynamic load modeling basic on the measurements in the field [J]. Proceedings of the CSEE, 1996, 16(3): 151-154.
8. Zhang Lingli, Zhou Wen. The synthesis of dynamic load characteristics[J]. Proceedings of the CSEE, 1999, 19(9): 36-45.
9. Shi Zhenhui, Zhu Shouzhen, Zheng Jinghong et al. Application of improved back propagation neural network for identification of the percentage of dynamic component in composite load[J]. Proceedings of the CSEE, 2004, 24(7): 25-30.
10. Zhang Hongbin, He Renmu. The characteristics clustering and synthesis of electric dynamic loads based on KOHONEN neural network[J]. Proceedings of the CSEE, 2003, 23(5): 1-5.
11. Shi Jinghai, He Renmu. Measurement-based load modeling-sorting algorithm[J]. Proceedings of the CSEE, 2004, 24(2): 78-82.
12. Shi Jinghai, He Renmu. Load time-variation study in dynamic load modeling [J]. Proceedings of the CSEE, 2004, 24(4): 86-90.