An Efficient Hybrid Method of Regression Tree and Fuzzy Inference for Short-term Load Forecasting in Electric Power Systems

Applications and Science in Soft Computing ◽

10.1007/978-3-540-45240-9_39 ◽

2004 ◽

pp. 287-294

Author(s):

Hiroyuki Mori ◽

Yoshinori Sakatani ◽

Tatsurou Fujino ◽

Kazuyuki Numa

Keyword(s):

Power Systems ◽

Electric Power ◽

Hybrid Method ◽

Fuzzy Inference ◽

Load Forecasting ◽

Regression Tree ◽

Electric Power Systems ◽

Short Term Load Forecasting

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Short-Term Load Forecasting for Electric Power Systems Using the PSO-SVR and FCM Clustering Techniques

Energies ◽

10.3390/en4010173 ◽

2011 ◽

Vol 4 (1) ◽

pp. 173-184 ◽

Author(s):

Pan Duan ◽

Kaigui Xie ◽

Tingting Guo ◽

Xiaogang Huang

Keyword(s):

Power Systems ◽

Electric Power ◽

Load Forecasting ◽

Electric Power Systems ◽

Clustering Techniques ◽

Short Term Load Forecasting ◽

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Short term load forecasting in electric power systems: A comparison of ARMA models and extended wiener filtering

Journal of Forecasting ◽

10.1002/for.3980020107 ◽

1983 ◽

Vol 2 (1) ◽

pp. 59-76 ◽

Author(s):

U. Di Caprio ◽

R. Genesio ◽

S. Pozzi ◽

A. Vicino

Keyword(s):

Power Systems ◽

Electric Power ◽

Load Forecasting ◽

Electric Power Systems ◽

Wiener Filtering ◽

Arma Models ◽

Short Term Load Forecasting

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Short Term Load Forecasting in Electric Power Systems with Artificial Neural Networks

Lecture Notes in Electrical Engineering - Computational Problems in Science and Engineering ◽

10.1007/978-3-319-15765-8_2 ◽

2015 ◽

pp. 19-58 ◽

Author(s):

G. J. Tsekouras ◽

F. D. Kanellos ◽

N. Mastorakis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power Systems ◽

Electric Power ◽

Load Forecasting ◽

Electric Power Systems ◽

Short Term Load Forecasting ◽

Artificial Neural

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06/00689 Long-term/mid-term electric load forecasting based on short-term correlation and annual growth Al-Hamadi, H. M. and Soliman, S. A. Electric Power Systems Research, 2005, 74, (3), 353–361.

Fuel and Energy Abstracts ◽

10.1016/s0140-6701(06)80691-0 ◽

2006 ◽

Vol 47 (2) ◽

pp. 104

Keyword(s):

Power Systems ◽

Electric Power ◽

Load Forecasting ◽

Electric Power Systems ◽

Annual Growth ◽

Electric Load ◽

Systems Research ◽

Electric Load Forecasting

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A Fuzzy Inference Approach to Short-term Load Forecasting in Power Systems

IEEJ Transactions on Power and Energy ◽

10.1541/ieejpes1990.116.11_1354 ◽

1996 ◽

Vol 116 (11) ◽

pp. 1354-1360 ◽

Author(s):

Mori Hiroyuki ◽

Hidenori Kobayashi

Keyword(s):

Power Systems ◽

Fuzzy Inference ◽

Load Forecasting ◽

Short Term Load Forecasting

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A simplified fuzzy inference method with tabu search for short-term load forecasting in power systems

Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171) ◽

10.1109/cdc.1998.761969 ◽

2002 ◽

Author(s):

H. Mori ◽

Y. Sone

Keyword(s):

Tabu Search ◽

Power Systems ◽

Fuzzy Inference ◽

Load Forecasting ◽

Inference Method ◽

Short Term Load Forecasting

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Short-term load forecasting with fuzzy regression tree in power systems

2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236) ◽

10.1109/icsmc.2001.973654 ◽

2002 ◽

Author(s):

H. Mori ◽

N. Kosemura ◽

K. Ishiguro ◽

T. Kondo

Keyword(s):

Power Systems ◽

Load Forecasting ◽

Regression Tree ◽

Fuzzy Regression ◽

Short Term Load Forecasting

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A hybrid method using Exponential Smoothing and Gradient Boosting for electrical short-term load forecasting

2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) ◽

10.1109/la-cci.2016.7885697 ◽

2016 ◽

Author(s):

Victor Mayrink ◽

Henrique S. Hippert

Keyword(s):

Hybrid Method ◽

Load Forecasting ◽

Exponential Smoothing ◽

Gradient Boosting ◽

Short Term Load Forecasting

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Short-term Operation Planning in Electric Power Systems

Journal of the Operational Research Society ◽

10.1057/jors.1981.134 ◽

1981 ◽

Vol 32 (8) ◽

pp. 675-682 ◽

Author(s):

P. Lajda

Keyword(s):

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Operation Planning ◽

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Short-Term Operation Planning in Electric Power Systems

Journal of the Operational Research Society ◽

10.2307/2580946 ◽

1981 ◽

Vol 32 (8) ◽

pp. 675

Author(s):

P. Lajda

Keyword(s):

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Operation Planning ◽

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