Application and research for electricity price forecasting system based on multi-objective optimization and sub-models selection strategy

Author:

Fu Tonglin,Zhang Shenghui,Wang Chen

Funder

Western Project of the National Social Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Reference69 articles.

1. Agarwal A, Ojha A, Tewari SC, Tripathi MM (2014) Hourly load and price forecasting using ANN and fourier analysis. In: 2014 6th IEEE power India international conference (PIICON). IEEE, pp 1–6

2. Aggarwal SK, Saini LM, Kumar A (2008) Electricity price forecasting in Ontario electricity market using wavelet transform in artificial neural network based model. Int J Control Autom Syst 6(5):639–650

3. Aghajani A, Kazemzadeh R, Ebrahimi A (2018) Short-term prediction of market-clearing price of electricity in the presence of wind power plants by a hybrid intelligent system. Neural Comput Appl. https://doi.org/10.1007/s00521-018-3544-8

4. Alvarez FM, Troncoso A, Riquelme JC, Ruiz JSA (2011) Energy time series forecasting based on pattern sequence similarity. IEEE Trans Knowl Data Eng 23(8):1230–1243

5. Amjady N (2006) Day-ahead price forecasting of electricity markets by a new fuzzy neural network. IEEE Trans Power Syst 21(2):887–896

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