Found 80 Documents (Results 1–80)
A global forecasting method of heterogeneous household short-term load based on pre-trained autoencoder and deep-LSTM model. (English) Zbl 07898253
Forecasting wind power using optimized recurrent neural network strategy with time-series data. (English) Zbl 07895183
MSC:
93-XX
Recurrent neural networks for forecasting time series with multiple seasonality: a comparative study. (English) Zbl 07917975
Valenzuela, Olga (ed.) et al., Theory and applications of time series analysis. Selected contributions from ITISE 2022, Gran Canaria, Spain, June 27–30, 2022. Cham: Springer. Contrib. Stat., 171-185 (2023).
Fast calibrated additive quantile regression. (English) Zbl 1510.62175
MSC:
62G08
Improved load forecasting model based on two-stage optimization of gray model with fractional order accumulation and Markov chain. (English) Zbl 1543.62541
MSC:
62M20
Applying a 1D-CNN network to electricity load forecasting. (English) Zbl 07617297
Valenzuela, Olga (ed.) et al., Theory and applications of time series analysis. Selected contributions from the sixth international conference, ITISE 2019, Granada, Spain, September 2019. Cham: Springer. Contrib. Stat., 205-218 (2020).
MSC:
62M10
Scalable visualization methods for modern generalized additive models. (English) Zbl 07499273
MSC:
62-XX
An integrated method based on relevance vector machine for short-term load forecasting. (English) Zbl 1487.91076
Forecasting daily electric load by applying artificial neural network with Fourier transformation and principal component analysis technique. (English) Zbl 1474.62427
Elements of randomized forecasting and its application to daily electrical load prediction in a regional power system. (English. Russian original) Zbl 1457.62387
Autom. Remote Control 81, No. 7, 1286-1306 (2020); translation from Avtom. Telemekh. 2020, No. 7, 148-172 (2020).
A fast algorithm for short term electric load forecasting by a hidden semi-Markov process. (English) Zbl 07193755
MSC:
62-XX
Long-term load forecasting: models based on MARS, ANN and LR methods. (English) Zbl 07100445
MSC:
90Bxx
Structural combination of seasonal exponential smoothing forecasts applied to load forecasting. (English) Zbl 1430.62211
Inspired grey wolf optimizer for solving large-scale function optimization problems. (English) Zbl 1480.90252
MSC:
90C59
Power load forecasting by wavelet least squares support vector machine with improved fruit fly optimization algorithm. (English) Zbl 1371.90118
MSC:
90C27
Rate of uniform consistency for a class of mode regression on functional stationary ergodic data. (English) Zbl 1397.62146
Short-term load forecasting method based on fuzzy time series, seasonality and long memory process. (English) Zbl 1407.62325
Short-term load forecasting based on the analysis of user electricity behavior. (English) Zbl 1461.62209
SARIMA-orthogonal polynomial curve fitting model for medium-term load forecasting. (English) Zbl 1368.62307
Automatic component selection in additive modeling of French national electricity load forecasting. (English) Zbl 1366.62055
Cao, Ricardo (ed.) et al., Nonparametric statistics. 2nd ISNPS, Cádiz, June 2014. Selected papers based on the presentations at the second conference of the International Society for Nonparametric Statistic, ISNPS, Cádiz, Spain, June 12–16, 2014. Cham: Springer (ISBN 978-3-319-41581-9/hbk; 978-3-319-41582-6/ebook). Springer Proceedings in Mathematics & Statistics 175, 191-209 (2016).
Applying improved quantum behaved particle swarm optimization used for neural networks model to load forecasting. (Chinese. English summary) Zbl 1374.90427
Combining forecasts in short term load forecasting: empirical analysis and identification of robust forecaster. (English) Zbl 1365.62010
MSC:
62-07
62M20
Forecasting day-ahead electricity load using a multiple equation time series approach. (English) Zbl 1346.62159
A hybrid application algorithm based on the support vector machine and artificial intelligence: an example of electric load forecasting. (English) Zbl 1443.91217
Power load prediction based on fractal theory. (English) Zbl 1339.93019
MSC:
93A30
28A80
Construction of an informative hierarchical prior for a small sample with the help of historical data and application to electricity load forecasting. (English) Zbl 1328.62174
Randomly censored quantile regression estimation using functional stationary ergodic data. (English) Zbl 1328.62276
A functional approach to nonparametric forecasting of electricity consumption. (Une approche fonctionnelle pour la prévision non-paramétrique de la consommation d’électricité.) (French. English summary) Zbl 1316.62172
Electrical load forecasting by exponential smoothing with covariates. (English) Zbl 07879696
MSC:
62-XX
A SARIMAX coupled modelling applied to individual load curves intraday forecasting. (English) Zbl 1514.62440
MSC:
62-XX
On particle filters applied to electricity load forecasting. (English. French summary) Zbl 1316.62184
Forecasting non stationary function-valued process. Application to the electricity load demand. (Prévision d’un processus à valeurs fonctionnelles en présence de non stationnarités. Application à la consommation d’électricité.) (French. English summary) Zbl 1316.62171
Adaptive tradeoff in metadata-based small file optimizations for a cluster file system. (English) Zbl 1277.90163
An ultra-short time reactive load forecasting algorithm for dynamic reactive power compensation. (Chinese. English summary) Zbl 1274.60133
Dynamic factors in periodic time-varying regressions with an application to hourly electricity load modelling. (English) Zbl 1254.91652
Short-term forecasting in power systems: a guided tour. (English) Zbl 1360.91113
Rebennack, Steffen (ed.) et al., Handbook of power systems. II. Dordrecht: Springer (ISBN 978-3-642-12685-7/hbk; 978-3-642-26459-7/pbk; 978-3-642-12686-4/ebook). Energy Systems, 129-160 (2010).
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).
Ensemble neural network approach for accurate load forecasting in a power system. (English) Zbl 1167.93338
Variable-structure neutral network with real-coded generic algorithm and its application on short-term load forecasting. (English) Zbl 1178.68432
MSC:
68T05
Parameter optimization of nonlinear grey Bernoulli model using particle swarm optimization. (English) Zbl 1158.65307
Research and application of nonlinear regression correct model in sudden change load forecasting. (Chinese. English summary) Zbl 1174.94426
A new method for weight of combination forecasting model. (Chinese. English summary) Zbl 1174.90828
MSC:
90C30
Improved short-term load forecasting based on case-based reasoning. (Chinese. English summary) Zbl 1115.62337
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 load curve based fuzzy modeling technique for short-term load forecasting. (English) Zbl 1031.93011
Reviewer: Witold Pedrycz (Edmonton)
MSC:
93A30
93C42
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).
A hierarchical self-organizing map model in short-term load forecasting. (English) Zbl 1014.68138
MSC:
68T05
Neural networks of combination of forecasts for data with long memory pattern. (English) Zbl 0892.90123
Modelling the effect of weather in short-term electricity load forecasting. (English) Zbl 0870.00010
Stochastic load modelling for electric energy distribution applications. (English) Zbl 0823.90078
MSC:
90B90
Rule-based procedures in short-term electricity load forecasting. (English) Zbl 0814.90066
MSC:
90B90
Dynamic state estimation techniques for large-scale electric power systems. (English) Zbl 0743.93007
Analysis and control system techniques for electric power systems, Pt. 1, Control Dyn. Syst., Adv. Theory Appl. 41, 79-133 (1991).
Reviewer: W.-Z.Yang (Taipei)
The self-tuning prediction of nonstationary time series and its application. (Chinese. English summary) Zbl 0627.62093
MSC:
62M20
An efficient on-line load-modeling algorithm for short-term forecasting of interconnected power systems. (English) Zbl 0528.93072
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