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NEURO-FUZZY FORECASTING DEVICE

机译:神经模糊预测装置

摘要

PURPOSE:To provide the device which makes the most of a fuzzy logic and a neural network to obtain a forecasted value of arbitrary data after a prescribed time and controls a control object based on this forecasted value at need. CONSTITUTION:An inferred value (y) of a fuzzy logic part 11 and the forecasted value of the error outputted from a neural network 13 are added to correct the inferred value (y) so that it corresponds to practice, thus obtaining the final forecasted value. The control object is controlled based on the final forecasted value at need. The neural network 13 learns relations between input data to the fuzzy logic part 13 and the residual term and learns self-correlations of a series of past errors to forecast the error.
机译:目的:提供一种装置,该装置充分利用模糊逻辑和神经网络在规定时间后获得任意数据的预测值,并根据需要根据该预测值控制控制对象。组成:将模糊逻辑部分11的推断值(y)和从神经网络13输出的误差的预测值相加,以校正推断值(y),使其与实际情况相对应,从而获得最终的预测值。根据需要根据最终预测值控制控制对象。神经网络13学习到模糊逻辑部分13的输入数据和残差项之间的关系,并学习一系列过去误差的自相关以预测误差。

著录项

  • 公开/公告号JPH0668060A

    专利类型

  • 公开/公告日1994-03-11

    原文格式PDF

  • 申请/专利权人 RES DEV CORP OF JAPAN;NIKKO RES CENTER:KK;

    申请/专利号JP19920222938

  • 发明设计人 IIZUKA HITOTSUGU;

    申请日1992-08-21

  • 分类号G06F15/18;G05B13/02;G06F9/44;G06G7/60;

  • 国家 JP

  • 入库时间 2022-08-22 04:52:05

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