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Optimized Adaptive Fuzzy Forecasting System with Application

Optimized Adaptive Fuzzy Forecasting System with Application
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摘要 In this paper, a fuzzy forecasting system is designed and implemented by which an original forecasting model can be obtained by data learning. The model parameters can then be adaptively optimized through gradient information of real-time data. Thus, the system is of extinguished adaptive feature and self-learning capability. Afterwards, experimental research efforts are put forward to carry out electric power load forecasting. Experimental results demonstrate the satisfactory performances of the intelligent forecasting system. In this paper, a fuzzy forecasting system is designed and implemented by which an original forecasting model can be obtained by data learning. The model parameters can then be adaptively optimized through gradient information of real-time data. Thus, the system is of extinguished adaptive feature and self-learning capability. Afterwards, experimental research efforts are put forward to carry out electric power load forecasting. Experimental results demonstrate the satisfactory performances of the intelligent forecasting system.
出处 《International Journal of Plant Engineering and Management》 1998年第1期39-49,共11页 国际设备工程与管理(英文版)
关键词 fuzzy system adaptive learning short-term load forecasting economic forecasting fuzzy system, adaptive learning, short-term load forecasting, economic forecasting
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