CN114210821A - Punching equipment for processing filter and processing method - Google Patents
Punching equipment for processing filter and processing method Download PDFInfo
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- CN114210821A CN114210821A CN202111504418.2A CN202111504418A CN114210821A CN 114210821 A CN114210821 A CN 114210821A CN 202111504418 A CN202111504418 A CN 202111504418A CN 114210821 A CN114210821 A CN 114210821A
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- 238000004080 punching Methods 0.000 title claims abstract description 97
- 238000012545 processing Methods 0.000 title claims abstract description 30
- 238000003672 processing method Methods 0.000 title claims abstract description 8
- 230000007246 mechanism Effects 0.000 claims abstract description 36
- 239000013598 vector Substances 0.000 claims abstract description 32
- 238000013528 artificial neural network Methods 0.000 claims abstract description 11
- 238000012546 transfer Methods 0.000 claims description 15
- 230000017525 heat dissipation Effects 0.000 claims description 8
- 238000012549 training Methods 0.000 description 12
- 238000000034 method Methods 0.000 description 9
- 210000002569 neuron Anatomy 0.000 description 7
- 230000006870 function Effects 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 3
- 210000004027 cell Anatomy 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 238000003754 machining Methods 0.000 description 3
- 238000012937 correction Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 230000004913 activation Effects 0.000 description 1
- 150000001875 compounds Chemical class 0.000 description 1
- 238000011217 control strategy Methods 0.000 description 1
- 238000007723 die pressing method Methods 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 238000004049 embossing Methods 0.000 description 1
- 238000011478 gradient descent method Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 239000002184 metal Substances 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 239000002994 raw material Substances 0.000 description 1
Images
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D—WORKING OR PROCESSING OF SHEET METAL OR METAL TUBES, RODS OR PROFILES WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D28/00—Shaping by press-cutting; Perforating
- B21D28/24—Perforating, i.e. punching holes
- B21D28/34—Perforating tools; Die holders
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21C—MANUFACTURE OF METAL SHEETS, WIRE, RODS, TUBES OR PROFILES, OTHERWISE THAN BY ROLLING; AUXILIARY OPERATIONS USED IN CONNECTION WITH METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL
- B21C51/00—Measuring, gauging, indicating, counting, or marking devices specially adapted for use in the production or manipulation of material in accordance with subclasses B21B - B21F
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D—WORKING OR PROCESSING OF SHEET METAL OR METAL TUBES, RODS OR PROFILES WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D37/00—Tools as parts of machines covered by this subclass
- B21D37/16—Heating or cooling
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D—WORKING OR PROCESSING OF SHEET METAL OR METAL TUBES, RODS OR PROFILES WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D43/00—Feeding, positioning or storing devices combined with, or arranged in, or specially adapted for use in connection with, apparatus for working or processing sheet metal, metal tubes or metal profiles; Associations therewith of cutting devices
- B21D43/003—Positioning devices
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D—WORKING OR PROCESSING OF SHEET METAL OR METAL TUBES, RODS OR PROFILES WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D43/00—Feeding, positioning or storing devices combined with, or arranged in, or specially adapted for use in connection with, apparatus for working or processing sheet metal, metal tubes or metal profiles; Associations therewith of cutting devices
- B21D43/02—Advancing work in relation to the stroke of the die or tool
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D—WORKING OR PROCESSING OF SHEET METAL OR METAL TUBES, RODS OR PROFILES WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21D43/00—Feeding, positioning or storing devices combined with, or arranged in, or specially adapted for use in connection with, apparatus for working or processing sheet metal, metal tubes or metal profiles; Associations therewith of cutting devices
- B21D43/02—Advancing work in relation to the stroke of the die or tool
- B21D43/04—Advancing work in relation to the stroke of the die or tool by means in mechanical engagement with the work
- B21D43/10—Advancing work in relation to the stroke of the die or tool by means in mechanical engagement with the work by grippers
Abstract
The invention provides punching equipment for processing a filter, which comprises: a base; the workbench is arranged on the top of the base; the clamping device is slidably arranged on the workbench so as to clamp the filter assembly to be processed; the punching device is slidably supported on the workbench and can be matched with the clamping device to complete punching; the feeding mechanism is arranged at one end of the clamping device; the invention also provides a processing method of the punching equipment for processing the wave filter, which is characterized in that the spare parameter vector group is input into a neural network controller through a control system to control the clamping device, the punching device, the feeding mechanism and the moving device to work in order and improve the punching efficiency.
Description
Technical Field
The invention relates to the technical field of filter processing, in particular to punching equipment and a punching method for filter processing.
Background
The punching machine is a mechanical device which completes punching by applying a punching die on a material under the driving of a power mechanism after the raw material is installed, and can perform the operations of sheet processing, punching, die pressing, embossing and the like to force metal to enter the die.
At present, current punching equipment does not possess autoloading structure, when using, needs the manual work to place tubular product on punching equipment, fixes a position the centre gripping to the wave filter after that, and the in-process needs the cost a large amount of manpowers, when increasing the processing cost, influences machining efficiency, so needs a punching equipment for wave filter processing of autoloading.
Disclosure of Invention
The invention provides punching equipment for processing a filter, which is provided with a transfer device, wherein the transfer device is arranged on a workbench and can move a filter assembly to a clamping device, so that automatic feeding is realized, and manual intervention is not needed.
The technical scheme provided by the invention is as follows:
a punching apparatus for filter processing, comprising:
a base;
the workbench is arranged on the top of the base;
the clamping device is slidably arranged on the workbench so as to clamp the filter assembly to be processed;
the punching device is slidably supported on the workbench and can be matched with the clamping device to complete punching;
the feeding mechanism is arranged at one end of the clamping device;
and a transfer device provided on the table and capable of transferring the filter module to the clamping device.
Preferably, the base includes:
a base body;
and the heat dissipation fan is arranged in the seat body and is driven to rotate by the motor.
Preferably, the surface of the workbench has a plurality of heat dissipation holes.
Preferably, the transfer device includes:
a first carriage supported on the table;
the placing seat is slidably arranged on the first sliding frame so as to place the filter assembly to be processed;
a second carriage supported on the table;
and the buckling seat is slidably arranged on the second sliding frame and can be matched with the placing seat to clamp the filter component to be processed.
Preferably, the clamping device includes:
a pad connection mechanism;
and the punching fixing column is supported on the cushion joint mechanism and is provided with a through hole.
Preferably, the punching apparatus includes:
a carriage;
the punching seat is slidably connected with the sliding frame;
and the punching lead screw is arranged on the punching seat and can move along with the punching seat.
Preferably, the feeding mechanism includes:
a frame body;
a reel supported at one end of the frame body;
and the feeding belt is sleeved on the scroll and is provided with a plurality of grooves.
Preferably, the punching device further comprises a control system which is respectively connected with the clamping device, the punching device, the feeding mechanism and the moving device and can control the clamping device, the punching device, the feeding mechanism and the moving device to work in order.
The invention also provides a processing method of the punching equipment for processing the filter, which comprises the following steps:
step one, detecting t in real timei～ti+t0A group of measured time parameter vectors for collaborative operations, the group of measured time parameter vectors comprising: when the feeding mechanism is aligned with the moving deviceThe moving device captures the movement time of the filter component to be processed, the clamping time of the clamping device and the punching time of the punching device;
step two, calculating a free parameter vector group according to the measured time parameter, wherein the free parameter vector group comprises: the feeding mechanism and the moving device are aligned to the idle time, the moving device captures the motion idle time of the filter component to be processed, the clamping idle time of the clamping device and the punching time idle time of the punching device;
inputting the spare parameter vector group into a neural network controller to obtain (t)i+t0)～(ti+2t0) A vector group of which time indicates a cooperative operation indication; and outputting the vector group representing the indication of the cooperative work as a result of the cooperative work.
Advantageous effects
The invention provides punching equipment for processing a filter, which is provided with a transfer device, wherein the transfer device is arranged on a workbench and can move a filter assembly to a clamping device, so that automatic feeding is realized, manual intervention is not needed, and the punching efficiency of processing the filter is improved.
The invention also provides a processing method of the punching equipment for processing the filter, the spare parameter vector group is input into the neural network controller through the control system, the clamping device, the punching device, the feeding mechanism and the moving device are controlled to work in order, and the punching efficiency is improved.
Drawings
Fig. 1 is a schematic structural diagram of a punching apparatus for filter processing according to the present invention.
Fig. 2 is a schematic structural diagram of the base according to the present invention.
Fig. 3 is a schematic structural view of the transfer device according to the present invention.
Fig. 4 is a schematic structural diagram of the feeding mechanism according to the present invention.
Detailed Description
The present invention is described in terms of particular embodiments, other advantages and features of the invention will become apparent to those skilled in the art from the following disclosure, and it is to be understood that the described embodiments are merely exemplary of the invention and that it is not intended to limit the invention to the particular embodiments disclosed. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that in the description of the present invention, the terms "in", "upper", "lower", "lateral", "inner", etc. indicate directions or positional relationships based on those shown in the drawings, which are merely for convenience of description, and do not indicate or imply that the device or element must have a specific orientation, be constructed and operated in a specific orientation, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
Furthermore, it should be noted that, in the description of the present invention, unless otherwise explicitly specified or limited, the terms "disposed," "mounted," "connected," and "connected" are to be construed broadly and may be, for example, fixedly connected, detachably connected, or integrally connected; may be a mechanical connection; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
As shown in fig. 1, based on the technical problem of the background art, the present invention provides a punching apparatus for filter processing, including: a base 110, a table 120, a clamping device 130, a punching device 140, a feeding mechanism 150 and a transfer device 160.
Wherein, the working platform 120 is arranged on the top of the base 110; the clamping device 130 is slidably disposed on the worktable 120 to clamp the filter assembly to be processed; the punching device 140 is slidably supported on the workbench and can be matched with the clamping device to complete punching; the feeding mechanism 150 is arranged at one end of the clamping device 130; the transfer device 160 is provided on the table 120 and can transfer the filter assembly to the clamping device 130.
The invention provides punching equipment for processing a filter, which is provided with a transfer device, wherein the transfer device is arranged on a workbench and can move a filter assembly to a clamping device, so that automatic feeding is realized, manual intervention is not needed, and the punching efficiency of processing the filter is improved.
As shown in fig. 2, the base 110 includes: the heat dissipation device comprises a seat body 111, a heat dissipation fan 112 and a motor 113, wherein the heat dissipation fan 112 is arranged in the seat body and is driven by the motor 113 to rotate, and the motor 113 drives the fan to achieve a heat dissipation effect so as to reduce equipment faults. Preferably, the surface of the worktable 120 has a plurality of heat radiating holes.
As shown in fig. 3, the transfer device 160 includes: the first sliding frame 161, the placing seat 162, the second sliding frame 163 and the buckling seat 164.
The first carriage 161 is supported on the table 120; a placing seat 162 is slidably arranged on the first sliding frame so as to place the filter assembly to be processed; the second carriage 163 is supported on the table; the buckling seat 164 is slidably disposed on the second sliding frame and can be matched with the placing seat to clamp the filter assembly to be processed.
The clamping device comprises: a pad connection mechanism; and the punching fixing column is supported on the cushion joint mechanism and is provided with a through hole. The punching device includes: a carriage;
the punching seat is slidably connected with the sliding frame;
and the punching lead screw is arranged on the punching seat and can move along with the punching seat.
As shown in fig. 4, the feed mechanism includes: a frame body 151, a reel 152 and a feeding belt 153, the reel 152 being supported at one end of the frame body 151; the feeding belt 153 is disposed on the reel 152 and has a plurality of grooves.
In a preferred embodiment, the device further comprises a control system which is respectively connected with the clamping device, the punching device, the feeding mechanism and the moving device and can control the clamping device, the punching device, the feeding mechanism and the moving device to work in order.
On the other hand, the invention also provides a preferable technical scheme of the machining method of the punching equipment for machining the filter, which comprises the following steps:
a punching equipment processing method for processing a filter comprises the following steps:
step one, detecting t in real timei～ti+t0A group of measured time parameter vectors for collaborative operations, the group of measured time parameter vectors comprising: the feeding mechanism is aligned with the moving device for time, the moving device captures the movement time of the filter component to be processed, the clamping time of the clamping device and the punching time of the punching device;
step two, calculating a free parameter vector group according to the measured time parameter, wherein the free parameter vector group comprises: the feeding mechanism and the moving device are aligned to the idle time, the moving device captures the motion idle time of the filter component to be processed, the clamping idle time of the clamping device and the punching time idle time of the punching device;
inputting the spare parameter vector group into a neural network controller to obtain (t)i+t0)～(ti+2t0) A vector group of which time indicates a cooperative operation indication; and outputting the vector group representing the indication of the cooperative work as a result of the cooperative work.
As can be understood by those skilled in the art, in a preferred embodiment of the present invention, the operation process of the neural network controller further includes:
step 1, sequentially mixing the parameters: the feeding mechanism and the moving device are aligned to the idle time, the moving device captures the motion idle time of the filter component to be processed, and the clamping idle time of the clamping device and the punching time idle time of the punching device are normalized;
step 2, determining an input layer neuron vector x ═ x of the three-layer BP neural network1，x2，x3，x4In which x1The material loading mechanism and the mobile device are aligned to the idle time, x2For catching the movement free time, x, of the mobile device to the filter component to be processed3Is a clamping deviceHolding free time of (x)4The punching time of the punching device is the spare time;
and 3, mapping the input layer vector to a hidden layer, wherein the hidden layer vector y is { y ═ y1，y2…y3M is the number of hidden nodes;
and 4, obtaining an output layer neuron vector o ═ o1，o2，o3，o4}; wherein o is1For aligning the loading mechanism with the moving device, correcting the time, o2The moving device grabs the positive movement time o to the filter component to be processed3Clamping correction time of clamping device o4Correcting time of punching time of the punching device;
and 5, outputting a control strategy relational expression of the next period by the controller.
Those skilled in the art can understand that, in the preferred embodiment of the present invention, by further, the number m of hidden nodes satisfies:
wherein n is the number of nodes of the input layer, and p is the number of nodes of the output layer.
It can be understood by those skilled in the art that in the preferred embodiment of the present invention, the normalized normalization formula is:
wherein x isjAs a parameter in the input layer vector, xjJ is 1, 2, 3, 4 is respectively the idle time of the alignment of the feeding mechanism and the moving device, the moving device captures the motion idle time of the filter assembly to be processed, and the maximum value and the minimum value in the corresponding measurement parameters of the clamping idle time of the clamping device and the punching time idle time of the punching device.
It can be understood by those skilled in the art that, in the preferred embodiment of the present invention, by further,
and (5) training the BP neural network.
After the BP neural network node model is established, the training of the BP neural network can be carried out. Obtaining training samples according to empirical data of the product, and giving a connection weight w between an input node i and a hidden layer node jijConnection weight w between hidden layer node j and output layer node kjkThreshold value theta of hidden layer node jjConnection weight v from hidden node of threshold value of node k of output layer to output nodeiHas an initial value of 0.01, and a hidden layer neuron threshold value thetaiIs 0.005, and the initial value of the output layer neuron threshold value θ is 0.02
(1) Training method
Each subnet adopts a separate training method; when training, firstly providing a group of training samples, wherein each sample consists of an input sample and an ideal output pair, and when all actual outputs of the network are consistent with the ideal outputs of the network, the training is finished; otherwise, the ideal output of the network is consistent with the actual output by correcting the weight; the output samples for each subnet training are shown in table 1.
TABLE 1 output samples for network training
(2) Training algorithm
The BP network is trained by using a back Propagation (Backward Propagation) algorithm, and the steps can be summarized as follows:
the first step is as follows: and selecting a network with a reasonable structure, and setting initial values of all node thresholds and connection weights. The second step is that: for each input sample, the following calculations are made:
(a) forward calculation: for j unit of l layer
In the formula (I), the compound is shown in the specification,
for the weighted sum of the j unit information of the l layer at the nth calculation,
is the connection weight between the j cell of the l layer and the cell i of the previous layer (i.e. the l-1 layer),
is the previous layer (i.e. l-1 layer, node number n)l-1) The operating signal sent by the unit i; when i is 0, order
Is the threshold of the j cell of the l layer.
If the activation function of the unit j is a sigmoid function, then
And is
If neuron j belongs to the first hidden layer (l ═ 1), then there are
If neuron j belongs to the output layer (L ═ L), then there are
(b) And (3) calculating the error reversely:
for output unit
Pair hidden unit
(c) Correcting the weight value:
The third step: inputting a new sample or a new period sample until the network converges, and randomly re-ordering the input sequence of the samples in each period during training.
The BP algorithm adopts a gradient descent method to solve the extreme value of a nonlinear function, and has the problems of local minimum, low convergence speed and the like. A more effective algorithm is a Levenberg-Marquardt optimization algorithm, which enables the network learning time to be shorter and can effectively inhibit the network from being locally minimum. The weight adjustment rate is selected as
Δω＝(JTJ+μI)-1JTe
Wherein J is a Jacobian (Jacobian) matrix of error to weight differentiation, I is an input vector, e is an error vector, and the variable mu is a scalar quantity which is self-adaptive and adjusted and is used for determining whether the learning is finished according to a Newton method or a gradient method.
When the system is designed, the system model is a network which is only initialized, the weight needs to be learned and adjusted according to data samples obtained in the using process, and therefore the self-learning function of the system is designed. Under the condition of appointing learning samples and quantity, the system can carry out self-learning so as to continuously improve the network performance.
Output layer neuron vector o ═ { o1，o2，o3，o4}; wherein o is1For aligning the loading mechanism with the moving device, correcting the time, o2The moving device grabs the positive movement time o to the filter component to be processed3Clamping correction time of clamping device o4The punching time of the punching device is corrected.
The invention also provides a processing method of the punching equipment for processing the filter, the spare parameter vector group is input into the neural network controller through the control system, the clamping device, the punching device, the feeding mechanism and the moving device are controlled to work in order, and the punching efficiency is improved.
So far, the technical solutions of the present invention have been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of the present invention is obviously not limited to these specific embodiments. Equivalent changes or substitutions of related technical features can be made by those skilled in the art without departing from the principle of the invention, and the technical scheme after the changes or substitutions can fall into the protection scope of the invention.
Claims (9)
1. A punching device for filter processing is characterized by comprising:
a base;
the workbench is arranged on the top of the base;
the clamping device is slidably arranged on the workbench so as to clamp the filter assembly to be processed;
the punching device is slidably supported on the workbench and can be matched with the clamping device to complete punching;
the feeding mechanism is arranged at one end of the clamping device;
and a transfer device provided on the table and capable of transferring the filter module to the clamping device.
2. The punching apparatus for filter processing according to claim 1, wherein the base includes:
a base body;
and the heat dissipation fan is arranged in the seat body and is driven to rotate by the motor.
3. The punching apparatus for filter processing according to claim 1 or 2, wherein the table surface has a plurality of heat dissipation holes.
4. The punching apparatus for filter processing according to claim 3, wherein the transfer means comprises:
a first carriage supported on the table;
the placing seat is slidably arranged on the first sliding frame so as to place the filter assembly to be processed;
a second carriage supported on the table;
and the buckling seat is slidably arranged on the second sliding frame and can be matched with the placing seat to clamp the filter component to be processed.
5. The punching apparatus for filter processing according to claim 4, wherein said holding means comprises:
a pad connection mechanism;
and the punching fixing column is supported on the cushion joint mechanism and is provided with a through hole.
6. The punching apparatus for filter processing according to claim 5, wherein the punching device comprises:
a carriage;
the punching seat is slidably connected with the sliding frame;
and the punching lead screw is arranged on the punching seat and can move along with the punching seat.
7. The punching apparatus for filter processing according to claim 6, wherein the feed mechanism comprises:
a frame body;
a reel supported at one end of the frame body;
and the feeding belt is sleeved on the scroll and is provided with a plurality of grooves.
8. The punching apparatus for filter processing according to claim 7, further comprising a control system, which is connected to the clamping device, the punching device, the feeding mechanism and the moving device, respectively, and is capable of controlling the clamping device, the punching device, the feeding mechanism and the moving device to work in order.
9. A punching equipment processing method for processing a filter is characterized by comprising the following steps:
step one, detecting t in real timei～ti+t0A group of measured time parameter vectors for collaborative operations, the group of measured time parameter vectors comprising: the feeding mechanism is aligned with the moving device for time, the moving device captures the movement time of the filter component to be processed, the clamping time of the clamping device and the punching time of the punching device;
step two, calculating a free parameter vector group according to the measured time parameter, wherein the free parameter vector group comprises: the feeding mechanism and the moving device are aligned to the idle time, the moving device captures the motion idle time of the filter component to be processed, the clamping idle time of the clamping device and the punching time idle time of the punching device;
inputting the spare parameter vector group into a neural network controller to obtain (t)i+t0)～(ti+2t0) A vector group of which time indicates a cooperative operation indication; and outputting the vector group representing the indication of the cooperative work as a result of the cooperative work.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111504418.2A CN114210821A (en) | 2021-12-09 | 2021-12-09 | Punching equipment for processing filter and processing method |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111504418.2A CN114210821A (en) | 2021-12-09 | 2021-12-09 | Punching equipment for processing filter and processing method |
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| Publication Number | Publication Date |
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| CN114210821A true CN114210821A (en) | 2022-03-22 |
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|---|---|---|---|
| CN202111504418.2A Pending CN114210821A (en) | 2021-12-09 | 2021-12-09 | Punching equipment for processing filter and processing method |
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Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130091997A1 (en) * | 2011-10-14 | 2013-04-18 | Hon Hai Precision Industry Co., Ltd. | Punch device |
| CN108907830A (en) * | 2018-08-24 | 2018-11-30 | 张旭 | A kind of brake disc automatic punching equipment |
| CN211101708U (en) * | 2019-11-21 | 2020-07-28 | 芜湖科云汽车零部件有限公司 | Punching equipment for automobile brake disc |
| CN111573265A (en) * | 2020-06-29 | 2020-08-25 | 北京鸿霁科技有限公司 | Automatic cup grabbing and handing-over cooperative operation system and method |
| CN212310564U (en) * | 2019-12-02 | 2021-01-08 | 成都润驰精密电子有限公司 | Rapid stamping die for filtering hole |
| CN113245591A (en) * | 2021-06-03 | 2021-08-13 | 临沂市福利水表配件厂 | Uninterrupted water meter watchcase drilling equipment |
-
2021
- 2021-12-09 CN CN202111504418.2A patent/CN114210821A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130091997A1 (en) * | 2011-10-14 | 2013-04-18 | Hon Hai Precision Industry Co., Ltd. | Punch device |
| CN108907830A (en) * | 2018-08-24 | 2018-11-30 | 张旭 | A kind of brake disc automatic punching equipment |
| CN211101708U (en) * | 2019-11-21 | 2020-07-28 | 芜湖科云汽车零部件有限公司 | Punching equipment for automobile brake disc |
| CN212310564U (en) * | 2019-12-02 | 2021-01-08 | 成都润驰精密电子有限公司 | Rapid stamping die for filtering hole |
| CN111573265A (en) * | 2020-06-29 | 2020-08-25 | 北京鸿霁科技有限公司 | Automatic cup grabbing and handing-over cooperative operation system and method |
| CN113245591A (en) * | 2021-06-03 | 2021-08-13 | 临沂市福利水表配件厂 | Uninterrupted water meter watchcase drilling equipment |
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