Concepedia

An improved back propagation neural network based on complexity decomposition technology and modified flower pollination optimization for short-term load forecasting

Lina Pan, Xiaosu Feng, Fawen Sang, Longjie Li, Mingwei Leng

Neural Computing and Applications · 2017 · 26 citations · 26 references

Concepts

ComputingData ScienceForecastingMachine LearningOptimizationEnergy Demand ForecastingLoad ForecastingNeural NetworksTime Series ComputationTime Series ForecastingTime Series PredictionBackpropagationComplexityComputational Complexity Of DecompositionNeural ForecastingNeural Network ModelingNeural Network PredictionNeural Time Series ForecastingShort-term Load Forecasting

References

26

ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD

Zhaohua Wu, Norden E. Huang · Advances in Adaptive Data Analysis · 2008 · 8.6K citations

Computing, Data Science, Biomedical Signal Processing +15

Theory of the backpropagation neural network

Hecht-Nielsen · 1989 · 2.2K citations

Life Sciences, Computer Science, Neuroscience +15

Short-term load forecasting via ARMA model identification including non-gaussian process considerations

Shyh‐Jier Huang, Kuang‐Rong Shih · IEEE Transactions on Power Systems · 2003 · 675 citations

Computing, Data Science, Demand Forecasting +12

Electricity consumption forecasting in Italy using linear regression models

Vincenzo Bianco, Oronzio Manca, Sergio Nardini · Energy · 2009 · 584 citations

Computing, Economics, Demand Forecasting +12

An expert system based algorithm for short term load forecast

Saifur Rahman, R. Bhatnagar · IEEE Transactions on Power Systems · 1988 · 474 citations

Management, Systems Engineering, Forecasting +8