Found 20 Documents (Results 1–20)
A global forecasting method of heterogeneous household short-term load based on pre-trained autoencoder and deep-LSTM model. (English) Zbl 07898253
Forecasting daily electric load by applying artificial neural network with Fourier transformation and principal component analysis technique. (English) Zbl 1474.62427
A hybrid application algorithm based on the support vector machine and artificial intelligence: an example of electric load forecasting. (English) Zbl 1443.91217
An improved PSO for parameter determination and feature selection of SVR and its application in STLF. (English) Zbl 1236.68209
Application of adaptive learning in generalized neuron model for short term load forecasting under error gradient functions. (English) Zbl 1213.68486
Ranka, Sanjay (ed.) et al., Contemporary computing. Third international conference, IC3 2010, Noida, India, August 9–11, 2010. Proceedings, Part I. Berlin: Springer (ISBN 978-3-642-14833-0/pbk; 978-3-642-14834-7/ebook). Communications in Computer and Information Science 94, 508-517 (2010).
MSC:
68T05
A short-term load forecasting method based on RBF neural network and fuzzy reasoning. (English) Zbl 1191.68510
Cao, Bingyuan (ed.) et al., Fuzzy information and engineering. Vol. 2. Proceedings of the third international conference on fuzzy information and engineering (ICFIE 2009), Chongqing, China, September 26–29, 2009. Berlin: Springer (ISBN 978-3-642-03663-7/pbk; 978-3-642-03664-4/ebook). Advances in Intelligent and Soft Computing 62, 1131-1139 (2009).
Variable-structure neutral network with real-coded generic algorithm and its application on short-term load forecasting. (English) Zbl 1178.68432
MSC:
68T05
Fuzzy neural very-short-term load forecasting based on chaotic dynamics reconstruction. (English) Zbl 1123.37333
Computational intelligence techniques for home electric load forecasting and balancing. (English) Zbl 1110.68456
MSC:
68T05
Fuzzy Bayes and fuzzy Markov predictors. (English) Zbl 1110.68539
MSC:
68U20
A hybrid fuzzy-neural network for modeling short-term demand forecasting in Czech Republic. (English) Zbl 1055.68557
Abraham, Ajith (ed.) et al., Computational intelligence and applications. ISDA 2002, 2nd international workshop on intelligent systems design and applications, Atlanta, GA, USA, August 7–8, 2002. Atlanta, GA: Dynamic Publishers (ISBN 0-9640398-0-X). 187-192 (2002).
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