MACHINE LEARNING METHOD AND MACHINE LEARNING APPARATUS LEARNING OPERATING COMMAND TO ELECTRIC MOTOR AND CONTROLLER AND ELECTRIC MOTOR APPARATUS INCLUDING MACHINE LEARNING APPARATUS
    1.
    发明申请
    MACHINE LEARNING METHOD AND MACHINE LEARNING APPARATUS LEARNING OPERATING COMMAND TO ELECTRIC MOTOR AND CONTROLLER AND ELECTRIC MOTOR APPARATUS INCLUDING MACHINE LEARNING APPARATUS 有权
    机器学习方法和机器学习机器学习指挥电动机和控制器和电动机装置,包括机器学习装置

    公开(公告)号:US20170063284A1

    公开(公告)日:2017-03-02

    申请号:US15245190

    申请日:2016-08-24

    CPC classification number: H02P29/60 G05B13/0265 G06N99/005

    Abstract: A controller that makes an electric motor efficiently operate in accordance with an ambient temperature. The controller includes a machine learning apparatus learning an operating command to the electric motor. The machine learning apparatus includes a status observing part and learning part. The status observing part observes an ambient temperature of an electric motor apparatus and a cycle time of the electric motor as status variables. The learning part learns an operating command to the electric motor in accordance with a training data set prepared based on a combination of the judgment data acquired by a judgment data acquiring part and the status variables.

    Abstract translation: 根据环境温度使电动机高效运行的控制器。 控制器包括学习到电动机的操作命令的机器学习装置。 机器学习装置包括状态观察部和学习部。 状态观察部分观察电动机装置的环境温度和电动机的周期时间作为状态变量。 学习部分根据由判断数据获取部分获取的判断数据与状态变量的组合而准备的训练数据集,学习对电动机的操作命令。

    MOTOR DRIVE APPARATUS INCLUDING SHORT-CIRCUIT JUDGMENT UNIT FOR CAPACITOR OF DC LINK UNIT

    公开(公告)号:US20190245474A1

    公开(公告)日:2019-08-08

    申请号:US16267790

    申请日:2019-02-05

    Abstract: A motor drive apparatus includes a converter configured to convert AC power of an AC power supply into DC power and outputs the DC power, a DC link unit including capacitors connected in series with each other, an inverter connected in parallel with the DC link unit, and configured to convert the DC power of the DC link unit into AC power for driving a motor, and outputs the AC power, and a short-circuit judgment unit configured to judge that at least one of the capacitors in the DC link unit has shorted in the case where, when the value of a voltage applied to a positive and negative bipolar terminal of the DC link unit is smaller than a first threshold, the value of an input current flowing from the AC power supply into the DC link unit via the converter is larger than a second threshold.

    BRAKE DRIVE CONTROLLING DEVICE FOR PROMPTLY SWITCHING STATE OF BRAKE FROM RELEASED STATE TO FASTENED STATE
    3.
    发明申请
    BRAKE DRIVE CONTROLLING DEVICE FOR PROMPTLY SWITCHING STATE OF BRAKE FROM RELEASED STATE TO FASTENED STATE 有权
    制动驱动控制装置,用于从释放状态到紧急状态的制动状态切换状态

    公开(公告)号:US20140125149A1

    公开(公告)日:2014-05-08

    申请号:US14074837

    申请日:2013-11-08

    CPC classification number: H01H9/00 H02P3/025 Y10T307/76

    Abstract: A diode includes an anode connected to the other ends of brake coils, and a cathode connected to one end of a smoothing capacitor. A diode includes an anode connected to the other end of the smoothing capacitor, and a cathode connected to one ends of the brake coils. By providing the diodes, energy stored in the brake coils, when at least one of an NPN type transistor and an NPN type transistor is in an on-state, is returned to the smoothing capacitor when the NPN type transistors are in an off-states.

    Abstract translation: 二极管包括连接到制动线圈的另一端的阳极和连接到平滑电容器的一端的阴极。 二极管包括连接到平滑电容器的另一端的阳极和连接到制动线圈的一端的阴极。 通过提供二极管,当NPN型晶体管和NPN型晶体管中的至少一个处于导通状态时,存储在制动线圈中的能量在NPN型晶体管处于截止状态时返回到平滑电容器 。

    BRAKE DRIVE AND CONTROL DEVICE FOR DETECTING SHORT CIRCUIT FAILURE OF SWITCHING ELEMENT
    4.
    发明申请
    BRAKE DRIVE AND CONTROL DEVICE FOR DETECTING SHORT CIRCUIT FAILURE OF SWITCHING ELEMENT 有权
    用于检测开关元件短路故障的制动驱动和控制装置

    公开(公告)号:US20140060982A1

    公开(公告)日:2014-03-06

    申请号:US14019050

    申请日:2013-09-05

    Abstract: A first switching element is connected to one end of a brake and switches from the off state to the on state when a switch command is input to cause a brake drive current to flow through the brake. A second switching element is connected to the other end of the brake and switches from the off state to the on state when the switch command is input to cause a brake drive current to flow through the brake. A voltage detection unit detects a brake voltage being applied to the brake. A switch command delay unit delays the switch command input to the first switching element. A short circuit determination unit determines whether or not a short circuit has occurred in the first switching element based on the brake voltage and the switch command delayed by the switch command delay unit.

    Abstract translation: 第一开关元件连接到制动器的一端,并且当输入开关命令以使制动器驱动电流流过制动器时,从断开状态切换到接通状态。 第二开关元件连接到制动器的另一端,当输入开关指令以使制动器驱动电流流过制动器时,从断开状态切换到接通状态。 电压检测单元检测施加到制动器的制动电压。 开关指令延迟单元延迟对第一开关元件的开关命令输入。 短路确定单元基于制动电压和由开关指令延迟单元延迟的开关指令来确定第一开关元件中是否发生短路。

    BRAKE ABNORMALITY DIAGNOSIS METHOD AND BRAKE ABNORMALITY DIAGNOSIS DEVICE
    5.
    发明申请
    BRAKE ABNORMALITY DIAGNOSIS METHOD AND BRAKE ABNORMALITY DIAGNOSIS DEVICE 有权
    制动不正常诊断方法和制动异常诊断装置

    公开(公告)号:US20140000355A1

    公开(公告)日:2014-01-02

    申请号:US13887826

    申请日:2013-05-06

    Abstract: A brake abnormality diagnosis device which diagnoses an abnormality in a brake of a brake-equipped motor provided in a robot or a machine tool, includes: an abnormality diagnosis unit which performs a diagnosis as to whether or not there is an abnormality in the brake, while the motor is excited and the brake is activated; and an output unit which, if it is diagnosed that there is an abnormality in the brake, notifies the abnormality in the brake without interrupting the excitation of the motor and without releasing the brake.

    Abstract translation: 一种用于诊断设置在机器人或机床中的配备制动器的马达的制动器的异常的制动器异常诊断装置,包括:异常诊断单元,其对制动器中是否存在异常进行诊断, 而电机被激励并且制动器被激活; 以及输出单元,如果被诊断出制动器存在异常,则在不中断马达的励磁而不释放制动的情况下通知制动器中的异常。

    SERVOMOTOR DRIVE DEVICE THAT DRIVES SERVOMOTOR CONNECTED TO ROTATING SHAFT
    6.
    发明申请
    SERVOMOTOR DRIVE DEVICE THAT DRIVES SERVOMOTOR CONNECTED TO ROTATING SHAFT 有权
    驱动伺服电机连接到旋转轴的伺服电机驱动装置

    公开(公告)号:US20130113411A1

    公开(公告)日:2013-05-09

    申请号:US13660221

    申请日:2012-10-25

    CPC classification number: H02P3/18 H02P3/22 H02P23/06

    Abstract: A servomotor drive device has a first converter, a regenerative resistor circuit having a first switching element and a regenerative resistor, a first connection part configured to connect a second converter in parallel to the regenerative resistor circuit in an attachable and detachable manner, and a first control unit configured to control the on and off states of the first switching element. The second converter has a second switching unit and a second control unit configured to return regenerative energy to an AC power source side by bringing the second switching element into the on state when the second converter is connected to the first connection part.

    Abstract translation: 伺服电机驱动装置具有第一转换器,具有第一开关元件和再生电阻器的再生电阻电路,第一连接部件,被配置为以可附接和可拆卸的方式并联连接到再生电阻器电路的第二转换器, 控制单元被配置为控制第一开关元件的接通和断开状态。 第二转换器具有第二开关单元和第二控制单元,该第二开关单元和第二控制单元被配置为当第二转换器连接到第一连接部分时,通过使第二开关元件处于导通状态来将再生能量返回到AC电源侧。

    MACHINE LEARNING APPARATUS FOR LEARNING OPERATION CONDITIONS OF COOLING DEVICE, MOTOR CONTROL APPARATUS AND MOTOR CONTROL SYSTEM HAVING THE MACHINE LEARNING APPARATUS, AND MACHINE LEARNING METHOD
    7.
    发明申请
    MACHINE LEARNING APPARATUS FOR LEARNING OPERATION CONDITIONS OF COOLING DEVICE, MOTOR CONTROL APPARATUS AND MOTOR CONTROL SYSTEM HAVING THE MACHINE LEARNING APPARATUS, AND MACHINE LEARNING METHOD 有权
    用于学习冷却装置的操作条件的机器学习装置,具有机器学习装置的电动机控制装置和电动机控制系统以及机器学习方法

    公开(公告)号:US20170033729A1

    公开(公告)日:2017-02-02

    申请号:US15218244

    申请日:2016-07-25

    CPC classification number: H02P29/68 G05B13/0265 H02P29/64

    Abstract: A machine learning apparatus according to the present invention, which learns the operation conditions of a cooling device for cooling a motor or a motor control apparatus, includes a state observer for observing a state variable including at least one of temperature data of the motor and the motor control apparatus at a specific position during operation of the cooling device; a determination data acquisition unit for acquiring determination data that determines a margin of acceptable value of a loss in each of the motor, the motor control apparatus, and the cooling device and a margin of acceptable value of the temperature of each of the motor and the motor control apparatus at the specific position; and a learner for learning the operation conditions of the cooling device in accordance with a training data set constituted of a combination of the state variable and the determination data.

    Abstract translation: 根据本发明的机器学习装置,其学习用于冷却电动机或电动机控制装置的冷却装置的操作条件,包括状态观察器,用于观察包括电动机的温度数据和 马达控制装置在冷却装置的运转时的特定位置; 确定数据获取单元,用于获取确定每个电动机,电动机控制装置和冷却装置中的损失的可接受值的容许值的确定数据和每个电动机的温度的可接受值的裕量 电机控制装置在特定位置; 以及用于根据由状态变量和确定数据的组合构成的训练数据集来学习冷却装置的操作条件的学习者。

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