New spatial forecasting method for distribution network based on cloud theory

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

Volumn 26, Issue 6, 2006, Pages 30-36

  Yang, Xue Ming ^a   Yuan, Jin Sha ^a   Wang, Jian Feng ^a   Gao, Xin ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Attribute oriented induction; Cloud theory; Data mining; Rough set; Spatial load forecasting

Indexed keywords

CALCULATIONS; DATA MINING; ELECTRIC POWER DISTRIBUTION; FUZZY SETS; GRADING; MATHEMATICAL MODELS; MATHEMATICAL TECHNIQUES; OBJECT ORIENTED PROGRAMMING; ROUGH SET THEORY;

ATTRIBUTE ORIENTED INDUCTION (AOI); CLOUD THEORY; MULTIOBJECTIVE PROGRAMMING; ROUGH SET; SPATIAL LOAD FORECASTING;

ELECTRIC LOAD FORECASTING;

EID: 33744773884     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (23)

1. Willis H L. Spatial electric load forecasting[M]. New York: Marcel Dekker, Inc, 2002.
2. Chow M Y, Tram H. Application of fuzzy logic technology for spatial load forecasting[J]. IEEE Transactions on Power System, 1997, 12(3): 1360-1366.
3. Chow M Y, Tram H. Application of fuzzy multi-objective decision making in spatial load forecasting[J]. IEEE Transactions on Power Systems, 1998, 13(3): 1360-1366.
4. Miranda V, Monteiro C. Fuzzy inference in spatial load forecasting[C]. Proceedings of IEEE Power Engineering Society Winter Meeting Winter 2000, Halifax, Nova Scotia, Canada, 2000: 1063-1068.
5. Wang Tianhua, Wang Pingyang, Fan Mingtian. Application of genetic algorithm, fuzzy logical and transshipment model to spatial load forecasting for distribution planning[J]. Power System Technology, 1999, 23(1): 24-28 (in Chinese).
6. Yu Yixin, Zhang Chongjian, Zhang Hongpeng. Small area land-use analysis in fuzzy spatial load forecasting part one principle[J]. Automation of Electric Power Systems, 2001, 25(7): 23-26 (in Chinese).
7. Wu Bei, Ding Ming, Chen Minjiang. Spatial load forecasting based on fuzzy reasoning multiobjective programming[J]. Power System Technology, 2004, 28(15): 48-52 (in Chinese).
8. Lei Shaolan, Sun Caixin, Zhou Quan, et al. Application of fuzzy rough set theory in spatial load forecasting[J]. Power System Technology, 2005, 29(9): 26-30 (in Chinese).
9. Cheng Qiyun, Zhang Xiaoxing, Lei Shaolan, et al. Spatial load forecasting method for distribution net based on Rough set data mining approach[J]. Transaction of China Electrotechnical Society, 2005, 20(5): 98-102 (in Chinese).
10. Lei Shaolan, Sun Caixin, Zhou Lin, et al. Application of Attribute reduct method in spatial load forecasting[J]. Journal of Chongqing University, 2004, 27(3): 85-88 (in Chinese).
11. Wu Bin, Chen Zhangchao, Bao Hailong. Spatial electric load forecasting based on artificial neural networks and fuzzy algorithm[J]. Power System Technology, 1999, 23(11): 1-4 (in Chinese).
12. Wu H C, Lu C N. A data mining approach for spatial modeling in small area load forecast[J]. IEEE Transactions on Power System, 2002, 17(2): 516-521.
13. Li Deyi. Uncertainty reasoning based on cloud models in controllers journal of computer science and mathematics with application[J]. Elsvier Science, 1998, 35(3): 99-123.
14. Xie Hong, Cheng Haozhong, Zhang Guoli, et al. Applying rough set theory to establish artificial neural networks for short term load forecasting[J]. Proceedings of the CSEE, 2003, 23(11): 1-4 (in Chinese).
15. Yu Daren, Hu Qinghua, Bao Wen. Combining rough set methodology and fuzzy clustering for knowledge discovery from quantitative data[J]. Proceedings of the CSEE, 2004, 24(6): 205-210 (in Chinese).
16. Wang Nan, Lu Fangcheng, Liu Yunpeng, et al. Synthetic fault diagnosis of oil immersed power transformer based on rough set theory and fuzzy petrinets[J]. Proceedings of the CSEE, 2003, 23(12): 127-132 (in Chinese).
17. Cai Jinding, Wang Shaofang. Application of decision rules for IEC-60599 three-ratio fault diagnosis based on rough set theory[J]. Proceedings of the CSEE, 2005, 25(11): 134-139 (in Chinese).
18. Huang Wentao, Zhao Xuezeng, Wang Weijie, et al. Extraction on method of decision rules for fault diagnosis based on rough set theory[J]. Proceedings of the CSEE, 2003, 23(11): 150-154 (in Chinese).
19. Chai Rifa, Zeng Wenhua. Clouds representation of qualitative rules[J]. Computer Engineering, 2002, 28(7): 161-164 (in Chinese).