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The Research of Power Load Forecasting Method on Combination Forecasting Model

2009 First International Conference on Information Science and Engineering, 2009
The problem of power load market forecasting is studied and analyzed, and a new method of power load market forecasting is advanced in this paper. Counter to the characteristic of high nonlinear and high noise of stock time series, the noise is efficiently filtered and the reduction in the data performed by means of.
Shuliang Liu, Zhiqiang Hu, Xiukai Chi
openaire   +1 more source

Application of wavelets in power system load forecasting

2006 IEEE Power Engineering Society General Meeting, 2006
Forecasting of electric load demand on power system using wavelet transform is presented in this work. It utilizes the periodicities of past load demand data. Load demand data is presented as an image of size of 7/spl times/24 for a week, from which the image of a year is obtained by stacking 52 weeks.
A.K. Saha   +4 more
openaire   +1 more source

Multifactor and multiscale method for power load forecasting

Knowledge-Based Systems, 2023
Yan Zhang   +4 more
openaire   +1 more source

Data Mining in Load Forecasting of Power System

2013
This project applies Data Mining technology to the prediction of electric power system load forecast. It proposes a mining program of electric power load forecasting data based on the similarity of time series research, effectively overcoming the negative effects on the prediction results caused by the limited and incomplete data. It also illustrates a
Guang Yu Zhao   +4 more
openaire   +1 more source

Research on Power Load Forecasting Based on PSO-LSTM

2022 4th International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM), 2022
Zhicheng Yu, Haoyue Sun, Bining Zhang
openaire   +1 more source

Industrial Power Load Forecasting Method Based on Reinforcement Learning and PSO-LSSVM

IEEE Transactions on Cybernetics, 2022
Quanbo Ge, Chen Guo, Haoyu Jiang
exaly  

Hierarchical parameter optimization based support vector regression for power load forecasting

Sustainable Cities and Society, 2021
Xiaojun Zhou, Tingwen Huang
exaly  

Time-variable Weight Forecasting Method in Power Load Forecasting

2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA), 2023
Xuezhi Lv   +4 more
openaire   +1 more source

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