公开(公告)号：EP0708390A3

公开(公告)日：1997-04-02

申请号：EP95118768.1

申请日：1990-03-13

申请人： HITACHI, LTD.

发明人： Baba, Kenji ,  Enbutsu, Ichiro ,  Watanabe, Shoji ,  Yahagi, Hayao ,  Maruhashi, Fumio ,  Matsuzaki, Harumi ,  Matsumoto, Hiroshi ,  Nogita, Shunsuke ,  Yoda, Mikio ,  Hara, Naoki

IPC分类号： G05B13/02

CPC分类号： G05B13/027 ,  C02F1/008 ,  G05B13/0285 ,  Y10S706/903 ,  Y10S706/906

摘要： A method for extracting as knowledge causal relationships between input variables and an output variable of a neural circuit model, said neural circuit model being of a hierarchical structure constructed of an input layer, at least one hidden layer and an output layer and having performed learning a limited number of times by determining weight factors between mutually-connected neuron element models in different layers of the input layer, hidden layer and output layer, wherein with respect to plural routes extending from a neuron element model, corresponding to a particular input variable, of the input layer to a neuron element model, corresponding to a particular output variable, of the output layer by way of the individual neuron element models of the hidden layer, a product of the weight factors for each of the routes is determined, and the products for the plural routes are summed, whereby the sum is employed as a measure for the determination of the causal relationship between the particular input variable and the particular output variable.

公开(公告)号：EP0708390A2

公开(公告)日：1996-04-24

申请号：EP95118768.1

申请日：1990-03-13

申请人： HITACHI, LTD.

发明人： Baba, Kenji ,  Enbutsu, Ichiro ,  Watanabe, Shoji ,  Yahagi, Hayao ,  Maruhashi, Fumio ,  Matsuzaki, Harumi ,  Matsumoto, Hiroshi ,  Nogita, Shunsuke ,  Yoda, Mikio ,  Hara, Naoki

IPC分类号： G05B13/02

CPC分类号： G05B13/027 ,  C02F1/008 ,  G05B13/0285 ,  Y10S706/903 ,  Y10S706/906

摘要： A method for extracting as knowledge causal relationships between input variables and an output variable of a neural circuit model, said neural circuit model being of a hierarchical structure constructed of an input layer, at least one hidden layer and an output layer and having performed learning a limited number of times by determining weight factors between mutually-connected neuron element models in different layers of the input layer, hidden layer and output layer, wherein with respect to plural routes extending from a neuron element model, corresponding to a particular input variable, of the input layer to a neuron element model, corresponding to a particular output variable, of the output layer by way of the individual neuron element models of the hidden layer, a product of the weight factors for each of the routes is determined, and the products for the plural routes are summed, whereby the sum is employed as a measure for the determination of the causal relationship between the particular input variable and the particular output variable.

摘要翻译： 一种用于提取输入变量与神经电路模型的输出变量之间的知识因果关系的方法，所述神经电路模型是由输入层，至少一个隐藏层和输出层构成的分层结构，并且已经执行了学习 通过确定输入层，隐层和输出层的不同层中相互连接的神经元元素模型之间的权重因子的有限次数，其中相对于从对应于特定输入变量的神经元元素模型延伸的多个路线， 通过隐藏层的各个神经元元素模型将输入层输入到输出层对应于特定输出变量的神经元元素模型，确定每个路线的权重因子的乘积，并且产品 多数路线被归纳为总和，由此作为衡量第th之间因果关系的措施 特定的输入变量和特定的输出变量。

公开(公告)号：EP0619537B1

公开(公告)日：1997-05-28

申请号：EP94300930.8

申请日：1994-02-09

申请人： HITACHI, LTD.

发明人： Naganuma, Yoshio ,  Yamada, Akihiro ,  Enbutsu, Ichiro ,  Baba, Kenji

IPC分类号： G05B19/418 ,  H02J3/14

CPC分类号： H02J13/0062 ,  H02J3/14 ,  Y02A30/62 ,  Y02B70/3225 ,  Y02B90/2638 ,  Y04S20/222 ,  Y04S40/124

摘要： In order to operate a plurality of utilities (2,3,4,5), the utilities (2,3,4,5) are interconnected via a communication path (11). Each utility (2,3,4,5) has a control device (1) for controlling the utility (2,3,4,5) and a memory (12) for storing information factors which are used by the corresponding control device (10). The information factors corresponding to all the utilities (2,3,4,5) are investigated by an extraction device (13) to determine which are common to the utilities (2,3,4,5) and which are related. Where the common information factors are identified, they are passed by the communication path (11) to the memories (12) of all the utilities (2,3,4,5). Similarly, when related information factors are found, a calculating device (14) calculates common information which is also passed via the communication path (11) to the memories (12) of all the utilities (2,3,4,5). In this way, utilities (2,3,4,5) may operate more efficiently than when they are operated on a stand-alone basis. The investigation of the information factors, and the calculating of common information from related information factors may be distributed among the utilities (2,3,4,5) or carried out by a common control device (6). The utilities (2,3,4,5) may be electric power supply systems, district heating and cooling systems, sewage disposal systems, waste recovery systems, etc.

公开(公告)号：EP0619537A1

公开(公告)日：1994-10-12

申请号：EP94300930.8

申请日：1994-02-09

申请人： HITACHI, LTD.

发明人： Naganuma, Yoshio ,  Yamada, Akihiro ,  Enbutsu, Ichiro ,  Baba, Kenji

IPC分类号： G05B19/417 ,  H02J3/14

CPC分类号： H02J13/0062 ,  H02J3/14 ,  Y02A30/62 ,  Y02B70/3225 ,  Y02B90/2638 ,  Y04S20/222 ,  Y04S40/124

摘要： In order to operate a plurality of utilities (2,3,4,5), the utilities (2,3,4,5) are interconnected via a communication path (11). Each utility (2,3,4,5) has a control device (1) for controlling the utility (2,3,4,5) and a memory (12) for storing information factors which are used by the corresponding control device (10). The information factors corresponding to all the utilities (2,3,4,5) are investigated by an extraction device (13) to determine which are common to the utilities (2,3,4,5) and which are related. Where the common information factors are identified, they are passed by the communication path (11) to the memories (12) of all the utilities (2,3,4,5). Similarly, when related information factors are found, a calculating device (14) calculates common information which is also passed via the communication path (11) to the memories (12) of all the utilities (2,3,4,5). In this way, utilities (2,3,4,5) may operate more efficiently than when they are operated on a stand-alone basis. The investigation of the information factors, and the calculating of common information from related information factors may be distributed among the utilities (2,3,4,5) or carried out by a common control device (6). The utilities (2,3,4,5) may be electric power supply systems, district heating and cooling systems, sewage disposal systems, waste recovery systems, etc.

摘要翻译： 为了操作的实用程序（2,3,4,5-）多个，公用事业（2,3,4,5）经由通信路径（11）相互连接。 每个实用程序（2,3,4,5）具有用于控制实用程序（2,3,4,5）和存储器（12），用于存储由相应的控制装置中使用的信息的因素的控制装置（1）（ 10）。 对应于所有实用程序（2,3,4,5）中的信息的因素，通过在提取装置（13），以确定哪些矿是常见的实用程序（2,3,4,5），并且是相关的考察。 当公共信息因素被确定，它们是由通信路径（11）的所有公用事业（2,3,4,5），存储器（12）通过。 类似地，当发现相关的信息的因素，计算装置（14）计算的共同信息的所有其经由通信路径（11）的所有的实用程序（2,3,4,5）的存储器（12），从而通过。 通过这种方式，公用事业（2,3,4,5），当他们独立的基础上运作可能比操作更高效。 信息因子的调查，并从相关的信息的因素共同信息的计算可以公用事业之间分布（2,3,4,5）或通过共同的控制装置（6）进行。 这些实用程序（2,3,4,5）可以是电力供应系统，区加热和冷却系统，污水处理系统，废物回收系统等