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公开(公告)号:US11630440B2
公开(公告)日:2023-04-18
申请号:US16659908
申请日:2019-10-22
申请人: FANUC Corporation
发明人: Masanobu Takemoto , Keita Hada
IPC分类号: G05B19/4155 , G06N20/00 , B23H7/20 , B23H11/00
摘要: A wire disconnection prediction device includes: a data acquisition part configured to acquire data relating to machining of a workpiece in a state where a wire is not disconnected during machining of the workpiece by a wire electric discharge machine; a preprocessing part configured to create, machining condition data of a condition relating to a machining condition commanded in machining of the workpiece, machining member data relating to a member used in the machining, and machining state data during machining of the workpiece, as state data indicating a state of the machining; and a learning part configured to generate, based on the state data created by the preprocessing part, a learning model indicating correlation between the state data and the state where the wire of the wire electric discharge machine is not disconnected.
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公开(公告)号:US09656339B2
公开(公告)日:2017-05-23
申请号:US14583189
申请日:2014-12-25
申请人: FANUC Corporation
发明人: Masanobu Takemoto , Kaoru Hiraga
摘要: A machining pass generating apparatus for a wire electric discharge machine, which is configured to generate a machining pass for machining a key groove on a side surface of a round hole, includes a processor. The processor is configured to define a shape of the key groove to be machined, designate a diameter of the round hole, designate a position of the round hole, and generate a machining pass, the pass suppresses an opening of the key groove from being narrowed.
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公开(公告)号:US11660692B2
公开(公告)日:2023-05-30
申请号:US17120261
申请日:2020-12-14
申请人: FANUC CORPORATION
发明人: Masanobu Takemoto , Keita Hada
IPC分类号: G05B13/02 , B23H7/20 , G05B19/404
CPC分类号: B23H7/20 , G05B13/0265 , G05B19/404 , G05B2219/45043 , G05B2219/49206 , G05B2219/49307
摘要: A thermal displacement compensator measures a temperature of an environment in which a machine is installed and a temperature of each part of the machine, and calculates a temperature difference between at least two temperatures among measured temperatures. Furthermore, the thermal displacement amount of the machine is acquired. Then, based on teacher data using the measured temperatures and the calculated temperature difference as input data and using the acquired thermal displacement amount as output data, a thermal displacement compensation model that estimates the output data from the input data is created by machine learning.
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公开(公告)号:US11471965B2
公开(公告)日:2022-10-18
申请号:US16752717
申请日:2020-01-27
申请人: FANUC CORPORATION
发明人: Masanobu Takemoto , Keita Hada
摘要: A wire disconnection prediction device includes: a data acquisition part configured to acquire data relating to machining of a workpiece during machining of the workpiece by a wire electric discharge machine; a preprocessing part configured to create, based on the data acquired by the data acquisition part, machining condition data, machining member data and machining state data, as state data indicating a state of the machining; and a machine learning device configured to execute, based on the state data created by the preprocessing part, processing relating to machine learning using a learning model indicating correlation between a machining state in the wire electric discharge machine and presence/absence of a possibility of disconnection occurrence of a wire electrode in the wire electric discharge machine and a disconnection cause by a plurality of class sets.
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公开(公告)号:US20190240755A1
公开(公告)日:2019-08-08
申请号:US16266568
申请日:2019-02-04
申请人: FANUC CORPORATION
发明人: Masanobu Takemoto , Kaoru Hiraga
CPC分类号: B23H1/024 , B23H7/04 , B23H7/16 , B23H7/20 , G05B19/406 , G05B2219/49326 , G05B2219/50185
摘要: A monitoring device for monitoring an operation condition of a machine tool includes: an information acquiring section that acquires event information generated by operation of the machine tool and state information of the machine tool; a judging section that when, after generation of the event information, there has occurred a predetermined change of state of the machine tool corresponding to content indicated by the event information, judges whether or not the content indicated by the event information has been resolved, based on the event information and the state information; and a notifying section that, in the case where when there has occurred the predetermined change of state of the machine tool corresponding to the content indicated by the event information, it has been judged that the content indicated by the event information has not been resolved, re-notifies of the generated event information.
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公开(公告)号:US09796026B2
公开(公告)日:2017-10-24
申请号:US14744229
申请日:2015-06-19
申请人: FANUC Corporation
发明人: Kaoru Hiraga , Masanobu Takemoto
CPC分类号: B23C3/30 , B23H1/02 , B23H7/06 , B23H7/20 , B23H9/00 , B23H2500/20 , G05B2219/37444 , G05B2219/37452 , G05B2219/45043 , G05B2219/45221
摘要: A machining program creating device for a wire electric discharge machine creates a machining program for machining a keyway on the side surface of a round hole in a workpiece, based on a previously specified diameter of the round hole, a center position of the round hole measured by bringing a wire electrode into contact with the workpiece, and a previously defined shape of the keyway.
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公开(公告)号:US10960477B2
公开(公告)日:2021-03-30
申请号:US16266568
申请日:2019-02-04
申请人: FANUC CORPORATION
发明人: Masanobu Takemoto , Kaoru Hiraga
IPC分类号: B23H1/02 , B23H7/20 , B23H7/04 , B23H7/16 , G05B19/406
摘要: A monitoring device for monitoring an operation condition of a machine tool includes: an information acquiring section that acquires event information generated by operation of the machine tool and state information of the machine tool; a judging section that when, after generation of the event information, there has occurred a predetermined change of state of the machine tool corresponding to content indicated by the event information, judges whether or not the content indicated by the event information has been resolved, based on the event information and the state information; and a notifying section that, in the case where when there has occurred the predetermined change of state of the machine tool corresponding to the content indicated by the event information, it has been judged that the content indicated by the event information has not been resolved, re-notifies of the generated event information.
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公开(公告)号:US10160052B2
公开(公告)日:2018-12-25
申请号:US14879170
申请日:2015-10-09
申请人: FANUC Corporation
发明人: Masanobu Takemoto , Kaoru Hiraga
摘要: A machining path creating device for wire electric discharge machines creates a machining path for machining a keyway in a side surface of a round hole. The machining path creating unit compares a “keyway depth” and a diameter of the round hole input by an operator. The machining path creating device determines that the input “keyway depth” is a cut depth when the input “keyway depth” is smaller than the diameter of the round hole and that a value obtained by subtracting the diameter of the round hole from the input “keyway depth” is the cut depth when the input “keyway depth” is larger than the diameter of the round hole.
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公开(公告)号:US10082781B2
公开(公告)日:2018-09-25
申请号:US15255179
申请日:2016-09-02
申请人: FANUC Corporation
发明人: Masanobu Takemoto , Kaoru Hiraga
IPC分类号: G06F19/00 , G05B19/042 , B23H7/20 , G05B19/4093 , G05B19/402 , B23H7/06
CPC分类号: G05B19/0426 , B23H7/06 , B23H7/065 , B23H7/20 , B23H2500/20 , G05B19/402 , G05B19/4093 , G05B2219/45221 , Y02P90/265
摘要: A machining program creation apparatus for a wire electrical discharge machine for creating a machining program for cutting a predetermined machining shape in an object to be machined includes a first unit defining the machining shape; a second unit defining a shape of the object to be machined; a third unit designating a reference position to be used when the machining shape is machined; a fourth unit for generating a first machining path for cutting the machining shape based on the machining shape, the shape of the object to be machined, and the machining reference position; a fifth unit for generating the shape of the object to be machined as a second machining path based on the shape of the object to be machined and the machining reference position; and a sixth unit for drawing the first and the second machining paths on the same screen.
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公开(公告)号:US09669479B2
公开(公告)日:2017-06-06
申请号:US14029282
申请日:2013-09-17
申请人: FANUC CORPORATION
发明人: Masanobu Takemoto
IPC分类号: B23H1/02 , G05B19/406
CPC分类号: B23H1/02 , G05B19/406 , G05B2219/35529 , G05B2219/37533 , G05B2219/45221
摘要: In a data collection system for electric discharge machines, multiple electric discharge machines are connected with a computer over a data transmission path. Information on machining conditions of an electric discharge machine is stored in a storage unit of the electric discharge machine, and information sent from the electric discharge machine after completion of machining is collected by the computer. By minimizing monitoring information that is temporarily stored in the storage unit, various kinds of monitoring information can be stored without being affected by a network environment.
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