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    • 5. 发明授权
    • Power plant control device which uses a model, a learning signal, a correction signal, and a manipulation signal
    • 使用模型,学习信号,校正信号和操作信号的发电厂控制装置
    • US08554706B2
    • 2013-10-08
    • US13415876
    • 2012-03-09
    • Yoshiharu HayashiAkihiro YamadaTakaaki SekiaiSatoru ShimizuMasayuki Fukai
    • Yoshiharu HayashiAkihiro YamadaTakaaki SekiaiSatoru ShimizuMasayuki Fukai
    • G06E1/00G05B13/02
    • G05B13/027
    • A gas concentration estimation device of a coal-burning boiler adapted to estimate the concentration of the gas component included in an exhaust gas emitted from a coal-burning boiler using a neural network, including: a process database section adapted to store process data of a coal-burning boiler; a filtering processing section adapted to perform filtering processing for extracting data suitable for learning of a neural network from the process data stored in the process database section; a neural-network learning processing section adapted to perform learning processing of the neural network based on the data extracted by the filtering processing section and suitable for learning of the neural network; and a neural-network estimation processing section adapted to perform estimation processing of the CO concentration or the NOx concentration in the exhaust gas emitted from the coal-burning boiler based on the learning processing of the neural-network learning processing section.
    • 一种燃煤锅炉的气体浓度估计装置,其适用于使用神经网络来估计从燃煤锅炉排出的排气中所含的气体成分的浓度,所述气体成分估算装置包括:处理数据库部,其适于存储 燃煤锅炉; 滤波处理部,其适于进行从存储在所述处理数据库部中的处理数据中提取适于神经网络的学习的数据的滤波处理; 神经网络学习处理部分,适于基于由所述滤波处理部分提取并适合于所述神经网络的学习来执行所述神经网络的学习处理; 以及神经网络估计处理部,其基于神经网络学习处理部的学习处理,对从燃煤锅炉排出的排气中的CO浓度或NOx浓度进行估计处理。
    • 8. 发明授权
    • Plant control apparatus
    • 植物控制装置
    • US08209040B2
    • 2012-06-26
    • US11971976
    • 2008-01-10
    • Takaaki SekiaiAkihiro YamadaYoshiharu HayashiMasaki KanadaToru EguchiSatoru ShimizuMasayuki Fukai
    • Takaaki SekiaiAkihiro YamadaYoshiharu HayashiMasaki KanadaToru EguchiSatoru ShimizuMasayuki Fukai
    • G05B13/02
    • G05B17/02G06N99/005
    • A plant control apparatus has a measurement signal DB, an operation signal DB, a numerical value analysis executing unit, a numerical value analysis result DB, a model for estimating a value of a measurement signal for an operation signal, learning unit using the model, a learning information DB, a control logic DB for information used by an operation signal generating unit, a knowledge DB for plant running characteristics, and an analyzing unit processing information in the numerical value analysis result DB by information in the knowledge DB, learning information DB, operation signal DB, and measurement signal DB, wherein the analyzing unit includes at least one of a learning base analyzing unit checking adequacy of an operation method, a signal analyzing unit for evaluating an effect of the operation signal upon the plant and presence/absence of an abnormal signal, and a knowledge DB updating unit correcting information in the knowledge DB.
    • 工厂控制装置具有测量信号DB,操作信号DB,数值分析执行单元,数值分析结果DB,用于估计操作信号的测量信号的值的模型,使用该模型的学习单元, 学习信息DB,用于由操作信号生成单元使用的信息的控制逻辑DB,用于植物运行特性的知识DB,以及分析单元,通过知识DB中的信息,数学值分析结果DB中的信息,学习信息DB ,操作信号DB和测量信号DB,其中分析单元包括检查操作方法的充分性的学习基础分析单元,用于评估操作信号对植物的影响的信号分析单元和存在/不存在 的异常信号,知识DB更新单元校正知识DB中的信息。