Short-term power load forecasting using integrated methods based on long short-term memorylong short-term memorychaotic time seriesintelligent optimizationintegrated network architectureThe development of power system informatization, the massive access of distributed power supply and electric vehicles have ...
The invention discloses a decision tree and expert system-based short-term power load forecasting system and method. The system comprises an intraday weather collection module, a history data module, a physical truth data module, a plurality of clients, a server and a user interface, wherein ...
Short-term load forecasting, Osprey Optimization Algorithm (OOA), Bidirectional long short-term memory Neural networks, Spectral attention mechanism, Power systems, Hyperparameter optimization, Time series data, Grid management 1. Introduction In the context of rapid socio-economic development, power syste...
The short-term power load-interval multi-step forecasting process is shown in Fig. 2(a). K-Means cluster analysis method is used to screen out abnormal values. Use the average of the upper and lower two time points to fill in the missing values. In addition, the input data needs to be...
Pan Duan, Kaigui Xie, Tingting Guo,Xiaogang Huang. Short- Term Load Forecasting for Electric Power Systems Using the PSO-SVR and FCM Clustering Techniques. Energies, (2011) 4, 173-184Duan, P.; Xie, K.; Guo, T.; Huang, X. Short-term load forecasting for electric power systems using ...
A New Short-term Power Load Forecasting Model Based on Chaotic Time Series and SVM Dongxiao Niu (North China Electric Power University..
utilized the ARIMA model for short-term power load forecasting[6]. Wu et al. employ the seasonal exponential adjustment method and the regression model to make forecasts regarding short-term power load[7].Nevertheless, the efficacy of these conventional statistical methods in handling nonlinear data...
A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism Applied Soft Computing Volume 162,September 2024, Page 111863 Purchase options CorporateFor R&D professionals working in corporate organizations. ...
Short term load forecasting model 翻译结果4复制译文编辑译文朗读译文返回顶部 Short-term electricity load forecast model 翻译结果5复制译文编辑译文朗读译文返回顶部 Short-term power load forecast model 相关内容 aHe's from the USA 他来自美国[translate] ...
Short-term load forecasting of power systems by gene expression programming. Neural Comput. & Applic. 21, 377-389.Hosseini, SSS, Gandomi, AH (2012) Short-term load forecasting of power systems by gene expression programming. Neural Comput Appl 21: pp. 377-389...