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Volumn 31, Issue 23, 2007, Pages 33-37

Ensemble chaotic forecasting method in short term load forecasting

Author keywords

Chaos; Ensemble; Probability; Short term load forecasting

Indexed keywords

CHAOS THEORY; ELECTRIC LOADS; NORMAL DISTRIBUTION; PROBABILITY; WHITE NOISE;

EID: 37749030372     PISSN: 10001026     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (15)

References (27)
  • 2
    • 8644269653 scopus 로고    scopus 로고
    • Power system load forecasting: Current status and future prospects
    • KANG Chongqing, XIA Qing, ZHANG Homing. Power system load forecasting: current status and future prospects. Automation of Electric Power Systems, 2004, 28(17): 1-11.
    • (2004) Automation of Electric Power Systems , vol.28 , Issue.17 , pp. 1-11
    • Kang, C.1    Xia, Q.2    Zhang, H.3
  • 4
    • 2342423666 scopus 로고    scopus 로고
    • Investigation of integrated model for short-term load forecasting
    • MO Weiren, ZHANG Boming, SUN Hongbin, et al. Investigation of integrated model for short-term load forecasting. Automation of Electric Power Systems, 2004, 28(1): 30-34.
    • (2004) Automation of Electric Power Systems , vol.28 , Issue.1 , pp. 30-34
    • Mo, W.1    Zhang, B.2    Sun, H.3
  • 5
    • 2942630998 scopus 로고    scopus 로고
    • Multi-model automatic sifting methodology in load forecasting
    • GAO Feng, KANG Chongqing, XIA Qing, et al. Multi-model automatic sifting methodology in load forecasting. Automation of Electric Power Systems, 2004, 28(6): 11-13, 40.
    • (2004) Automation of Electric Power Systems , vol.28 , Issue.6
    • Gao, F.1    Kang, C.2    Xia, Q.3
  • 6
    • 33748707651 scopus 로고    scopus 로고
    • Short-term electric load forecasting with combined data mining algorithm
    • ZHU Liuzhang. Short-term electric load forecasting with combined data mining algorithm. Automation of Electric Power Systems, 2004, 30(14): 82-86.
    • (2004) Automation of Electric Power Systems , vol.30 , Issue.14 , pp. 82-86
    • Zhu, L.1
  • 7
    • 33748696050 scopus 로고    scopus 로고
    • Short-term load time series forecasting based on correlative neighboring points and peak-valley correction
    • TANG Wei, GU Zi, Short-term load time series forecasting based on correlative neighboring points and peak-valley correction. Automation of Electric Power Systems, 2004, 30(14): 25-29.
    • (2004) Automation of Electric Power Systems , vol.30 , Issue.14 , pp. 25-29
    • Tang, W.1    Gu, Z.2
  • 8
    • 33751584583 scopus 로고    scopus 로고
    • Short term probabilistic load forecasting based on statistics of probability distribution of forecasting errors
    • YANG Wenjia, KANG Chongqing, XIA Qing, et al. Short term probabilistic load forecasting based on statistics of probability distribution of forecasting errors. Automation of Electric Power Systems, 2006, 30(19): 47-52.
    • (2006) Automation of Electric Power Systems , vol.30 , Issue.19 , pp. 47-52
    • Yang, W.1    Kang, C.2    Xia, Q.3
  • 9
    • 0033222037 scopus 로고    scopus 로고
    • Demand forecasting in power distribution systems using nonparametric probability density estimation
    • CHARYTONIUK W, CHEN M S, KOTAS P, et al. Demand forecasting in power distribution systems using nonparametric probability density estimation. IEEE Trans on Power Systems, 1999, 14(4): 1200-1206.
    • (1999) IEEE Trans on Power Systems , vol.14 , Issue.4 , pp. 1200-1206
    • Charytoniuk, W.1    Chen, M.S.2    Kotas, P.3
  • 10
    • 0027668112 scopus 로고
    • Probability density function modeling for power system load forecasting errors
    • ZHAO Xiren, LI Dawei. Probability density function modeling for power system load forecasting errors. Acta Automatica Sinica, 1993, 19(5): 562-568.
    • (1993) Acta Automatica Sinica , vol.19 , Issue.5 , pp. 562-568
    • Zhao, X.1    Li, D.2
  • 12
    • 14744301203 scopus 로고    scopus 로고
    • A novel method of short time load probability forecasting based on cascaded neural network
    • WEI Zhinong, WANG Dan, SUN Guoqiang, et al. A novel method of short time load probability forecasting based on cascaded neural network. Transactions of China Electrotechnical Society, 2005, 20(1): 95-98.
    • (2005) Transactions of China Electrotechnical Society , vol.20 , Issue.1 , pp. 95-98
    • Wei, Z.1    Wang, D.2    Sun, G.3
  • 13
    • 2342653596 scopus 로고    scopus 로고
    • Method to select similar days for short-term load forecasting
    • MO Weiren, ZHANG Boming, SUN Hongbin, et al. Method to select similar days for short-term load forecasting. Journal of Tsinghua University: Natural Sciences, 2004, 44(1): 106-109.
    • (2004) Journal of Tsinghua University: Natural Sciences , vol.44 , Issue.1 , pp. 106-109
    • Mo, W.1    Zhang, B.2    Sun, H.3
  • 14
    • 14944377046 scopus 로고    scopus 로고
    • Parameter optimization in synthesizing load trend and chaotic components to short term load forecasting
    • YANG Zhengling, ZHANG Guangtao, CHEN Hongxin, et al. Parameter optimization in synthesizing load trend and chaotic components to short term load forecasting. Power System Technology, 2005, 29(4): 27-30, 44.
    • (2005) Power System Technology , vol.29 , Issue.4
    • Yang, Z.1    Zhang, G.2    Chen, H.3
  • 15
    • 37749005111 scopus 로고    scopus 로고
    • Load derivation in short term forecasting using weather factor
    • ZHANG Zhengao, YANG Zhengling. Load derivation in short term forecasting using weather factor. Proceedings of the CSU-EPSA, 2006, 18(5): 79-83.
    • (2006) Proceedings of the CSU-EPSA , vol.18 , Issue.5 , pp. 79-83
    • Zhang, Z.1    Yang, Z.2
  • 17
    • 33646721176 scopus 로고    scopus 로고
    • Parameter optimization based on singularity in chaotic forecasting of short term load
    • YANG Zhengling, CAO Dongbo, ZHANG Guangtao, et al. Parameter optimization based on singularity in chaotic forecasting of short term load. Journal of Tianjin University: Science ed, 2006, 39(3): 334-337.
    • (2006) Journal of Tianjin University: Science ed , vol.39 , Issue.3 , pp. 334-337
    • Yang, Z.1    Cao, D.2    Zhang, G.3
  • 18
    • 37749030599 scopus 로고    scopus 로고
    • Detection and prediction of chaos in time series and their applications in power systems
    • Tianjin: Tianjin University
    • YANG Zhengling. Detection and prediction of chaos in time series and their applications in power systems[D]. Tianjin: Tianjin University, 2002. http://211.81.31.54/-CDDBN/Y540451/pdf/index.htm.
    • (2002)
    • Yang, Z.1
  • 19
    • 0038784815 scopus 로고    scopus 로고
    • Extended short-term load forecasting principle and method
    • MO Weiren, ZHANG Boming, SUN Hongbin, et al. Extended short-term load forecasting principle and method. Proceedings of the CSEE, 2003, 23(3): 1-4.
    • (2003) Proceedings of the CSEE , vol.23 , Issue.3 , pp. 1-4
    • Mo, W.1    Zhang, B.2    Sun, H.3
  • 20
    • 37749039323 scopus 로고    scopus 로고
    • Present situation and prospects of ensemble numerical prediction
    • DU Jun. Present situation and prospects of ensemble numerical prediction. Quarterly Journal of Applied Meteorology, 2002, 13(1): 16-28.
    • (2002) Quarterly Journal of Applied Meteorology , vol.13 , Issue.1 , pp. 16-28
    • Du, J.1
  • 21
    • 0001609731 scopus 로고
    • Stochastic dynamic prediction
    • EPSTEIN E S. Stochastic dynamic prediction. Tellus, 1969, 21(6): 739-759.
    • (1969) Tellus , vol.21 , Issue.6 , pp. 739-759
    • Epstein, E.S.1
  • 22
    • 0000630257 scopus 로고
    • Theoretical skill of Monte Carlo forecasts
    • LEITH C S. Theoretical skill of Monte Carlo forecasts. Monthly Weather Review, 1974, 102(6): 409-418.
    • (1974) Monthly Weather Review , vol.102 , Issue.6 , pp. 409-418
    • Leith, C.S.1
  • 23
    • 0033368923 scopus 로고    scopus 로고
    • The skill of ensemble prediction systems
    • FREDERIC A. The skill of ensemble prediction systems. Monthly Weather Review, 1999, 127(9): 1941-1953.
    • (1999) Monthly Weather Review , vol.127 , Issue.9 , pp. 1941-1953
    • Frederic, A.1
  • 24
    • 0027705108 scopus 로고
    • Operational ensemble prediction at the National Meteorological Center: Practical aspects
    • TRACTON M S, KALNAY E. Operational ensemble prediction at the National Meteorological Center: practical aspects. Weather Forecasting, 1993, 8(3): 379-398.
    • (1993) Weather Forecasting , vol.8 , Issue.3 , pp. 379-398
    • Tracton, M.S.1    Kalnay, E.2
  • 26
    • 0007320811 scopus 로고    scopus 로고
    • Chen M.(transl.), Beijing: Higher Education Press
    • FAN Jianqing, YAO Qiwei. Non-linear time series. CHEN Min, trans. Beijing: Higher Education Press, 2005.
    • (2005) Non-Linear Time Series
    • Fan, J.1    Yao, Q.2
  • 27
    • 9244240793 scopus 로고    scopus 로고
    • Load forecasting using support vector machines: A study on EUNITE competition 2001
    • CHEN B J, CHANG M W, LIN C J. Load forecasting using support vector machines: a study on EUNITE competition 2001. IEEE Trans on Power Systems, 2004, 19(4): 1821-1830.
    • (2004) IEEE Trans on Power Systems , vol.19 , Issue.4 , pp. 1821-1830
    • Chen, B.J.1    Chang, M.W.2    Lin, C.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.