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Short-term load forecasting of power systems by gene expression programming
Neural Computing and Applications, 2010Short-term load forecasting is a popular topic in the electric power industry due to its essentiality in energy system planning and operation. Load forecasting is important in deregulated power systems since an improvement of a few percentages in the prediction accuracy will bring benefits worth of millions of dollars.
Seyyed Soheil Sadat Hosseini +1 more
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To Forecast Short-Term Load in Electric Power System Based on FNN
2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009Electric power system load forecasting plays an important part in the Energy Management System (EMS), which has a great effect on the operating, controlling and planning of power system. Accurate load forecasting, especially short-term load forecasting, results in cost saving and guarantees secure operation condition in power system.
Yueli Hu, Huijie Ji, Xiaolong Song
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Short-Term Power Load Forecast in Electric Companies
Advanced Materials Research, 2014This paper studies the problem of load forecast in electric companies. We combine the analysis of load cause and gray prediction model together, and enhance the accuracy of prediction, thus improving the economic benefit of electric companies and saving energy resources.
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Short-term load forecasting with fuzzy regression tree in power systems
2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236), 2002This paper proposes a hybrid method for short-term load forecasting in power systems. Short-term load forecasting is one of the most important problems in power system operation and planning. Therefore, more accurate models are required to handle it appropriately. The proposed method is based on the fuzzy regression tree of a data mining method and the
Hiroyuki Mori +3 more
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Credibility assessment of short-term load forecast in power system
IEEE PES Innovative Smart Grid Technologies, 2012Short-term load forecast has a significant impact on the reliable and economic operation of power supplying system. Requirement for power system reserve and AGC capacity demand all relate to forecasting error. Due to lack of credibility assessment methods and tools for forecasting error, dispatching schedule must depend on the worst situation or ...
Zhikun Zhang +5 more
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Power Short-Term Load Forecasting Based on QPSO-SVM
Advanced Materials Research, 2012The values of parameters of support vector machine have close contact with its forecast accuracy. In order to accurately forecast power short-term load,we presented a power short-term load forecasting method based on quantum-behaved particle swarm optimization and support vector machine.First,cauchy distribution was used to improve the quantum particle
Xing Tong Zhu, Bo Xu
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A novel method for the short-term power load forecasting
2022 IEEE 9th International Conference on Power Electronics Systems and Applications (PESA), 2022Min Lu +6 more
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Power System Short-Term Load Forecasting Method
2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA), 2023Zhentao Zhang +3 more
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Short-Term Power Load Forecasting Based on IWOA-Attention-BiLSTM
2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS), 2022Zhanpeng Liu +4 more
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Short-term power load forecasting based on DQN-LSTM
2022 34th Chinese Control and Decision Conference (CCDC), 2022Xifeng Guo +4 more
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