Forecast of power generation for grid-connected photovoltaic system based on Markov Chain

Asia-Pacific Power and Energy Engineering Conference, APPEEC

Volumn , Issue , 2009, Pages

  Li, Ying Zi ^a   Niu, Jin Cang ^b  

^a BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE   (China)

^b Beijing Electric Power Corporation   (China)

Author keywords

Discrete time system; Distribution of electric powe; Forecasting; Markov processe; Mathematic; Matrix; Mode; Photovoltaic power systems; Power generation; Probability

Indexed keywords

DISCRETE TIME SYSTEM; DISTRIBUTION OF ELECTRIC POWE; MARKOV PROCESSE; MATHEMATIC; MATRIX; MODE; PHOTOVOLTAIC POWER SYSTEMS;

CONTINUOUS TIME SYSTEMS; DECISION THEORY; DISCRETE TIME CONTROL SYSTEMS; ELECTRIC GENERATORS; ELECTRIC POWER TRANSMISSION NETWORKS; GAME THEORY; MARKOV PROCESSES; MESH GENERATION; PHOTOVOLTAIC EFFECTS; POWER TRANSMISSION; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; SOLAR ENERGY; SUN; TRANSFER MATRIX METHOD;

ELECTRIC LOAD FORECASTING;

EID: 84863935005     PISSN: 21574839     EISSN: 21574847     Source Type: Conference Proceeding    
DOI: 10.1109/APPEEC.2009.4918386     Document Type: Conference Paper

References (20)

1. J. Samimi, E. A. Soleimani and M. S. Zabihi, "Optimal sizing of photovoltaic systems in varied climates," Solar Energy, Vol. 60, No. 2, pp. 97-107, 1997.
2. CHEN Hao, "A new method of load forecast based on generalized autoregressive conditional heteroscedasticity model," Automation of Electric Power Systems, Vol. 31, No. 15, pp. 51-54, 2007.
3. ZHANG Zhen-gao, YANG Zheng-ling, "Load derivation in short term forecast using weather factor," A Publication of the Chinese Society of Universities for Electric Power System and Automation, Vo 1. 18 No. 5, pp. 79-83, 2006.
4. LU Hai-feng, SHAN Yuan-da, "Recursive and adaptive super-short term load forecast method," Power System Technology, Vol. 24, No. 3, pp. 28-31, 2000
5. Kang Chongqing, Xia Q ing, Zhang Bom ing, "Review of power system load forecast and its development," Automat ion of Electric Power Systems, Vol. 28, No. 17, pp. 1-11, 2004.
6. WANG Xian, ZHANG Shao hua, "An improved method for short-term electric load forecast using time series techniques," Journal of Shanghai University(Natural Science Edition), Vol. 8, No. 2, pp. 133-136, 2002.
7. ZHANG Ying, GAO Zhong-wen, "The load forecast of electric energy based on time sequence and neural network," Journal of Harbin University of Science and Technology, Vol. 8, No.l, pp. 30-32 2003.
8. Zhang Tao, Zhao Dengfu, Zhou Lin, Wang Xifan, Xia Daozhi," Short-term load forecast using radial basis function networks and expert system," Journal of Xi'an Jiaotong University, Vol. 35, NO. 4, pp. 331-334, 2001.
9. Ling S.H., Leung F.H.F., Lam H.K., Tam P.K.S, "Short-term electric load forecast based on a neural fuzzy network," Industrial Electronics, IEEE Transactions on, Vol. 50, No. 6, pp. 1305-1316, 2003.
10. Liang Haifeng, Li Gengyin, Zhou Ming, "An adaptive BP-network approach to short term load forecast," Electric Utility Deregulation, Restructuring and Power Technologies, 2004 (DRPT 2004). Proceedings of the 2004 IEEE International Conference, Vol. 2, pp. 505-509, Apr. 2004.
11. TAI Neng-ling, HOU Zhi-jian, LI Tao, JIANG Chuan-wen, SONG Jiong, "New principle based on wavelet transform for power system short-term load forecast," Proceedings of the CSEE, Vol. 23 No.l, pp. 45-49, 2003.
12. Hiroyuki Mori, Shouichi Urano, "Short-term load forecasting with Chaos time series analysis," International Conference on Intelligent Systems Applications to Power Systems, ISAP'96, pp. 133-137, Feb. 1996.
13. Kuihe Yang, Jinjun Zhu, Baoshu Wang, Lingling Zhao, "Design of short-term load forecast model based on fuzzy neural networks," Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congresson, Volume3, pp. 2038-2041, June. 2004.
14. Senjyu T., Mandai P., Uezato K., Funabashi T, "Next day load curve forecast using hybrid correction method," IEEE Transactions on Power Systems, Vol. 99, No. 99, pp. 1-8, 2004.
15. Ling S.H., Leung F.H.F., Lam H.K., Tam P.K.S, "Short-term electric load forecast based on a neural fuzzy network," Industrial Electronics IEEE Transactions on, Vol. 50, Issue6, pp. 1305-1316, 2003
16. Al-Kandari A.M., Soliman S.A., El-Hawary M.E, "Fuzzy systems application to electric short-term load forecast", II. Computational results. Power Engineering, 2003 Large Engineering Systems Conference on, pp. 131-137, May. 2003.
17. Yuancheng Li, Bo Li, Tingjian Fang, "Short-term load forecast based on fuzzy wavelet support vector machines," Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on, Volume 6, pp. 5194-5198, June. 2004.
18. Bin Ye, Chuangxin Guo, Yijia Cao, "Short-term load forecast using a new fuzzy modeling strategy," Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on, Volume6, pp. 5045-5049, June. 2004.
19. S. Rahman, "Input variable selection for ANN-based short-term load forecast," IEEE Trans on Power Systems, Vol. 13, No. 4, pp. 1238-1244, 1998.
20. GAO YA-JING, ZHOU MNG, LI GENG-YIN, LI RUI, XIAO Li-min, "Available transfer capability calculation based on Markov Chain and enumeration method," Proceedings of the CSEE, Vol. 26, No. 19, pp. 41-46, Oct. 2006