CN110976526A - Method, system and computer readable medium for detecting deviation degree of rolling mill thickness gauge - Google Patents

Method, system and computer readable medium for detecting deviation degree of rolling mill thickness gauge Download PDF

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Publication number
CN110976526A
CN110976526A CN201911338614.XA CN201911338614A CN110976526A CN 110976526 A CN110976526 A CN 110976526A CN 201911338614 A CN201911338614 A CN 201911338614A CN 110976526 A CN110976526 A CN 110976526A
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downstream
thickness
strip steel
upstream
value
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聂青
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Wuhan Qianye Zhonglian Technology Co ltd
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Wuhan Qianye Zhonglian Technology Co ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B21MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
    • B21BROLLING OF METAL
    • B21B38/00Methods or devices for measuring, detecting or monitoring specially adapted for metal-rolling mills, e.g. position detection, inspection of the product
    • B21B38/04Methods or devices for measuring, detecting or monitoring specially adapted for metal-rolling mills, e.g. position detection, inspection of the product for measuring thickness, width, diameter or other transverse dimensions of the product
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B21MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
    • B21BROLLING OF METAL
    • B21B33/00Safety devices not otherwise provided for; Breaker blocks; Devices for freeing jammed rolls for handling cobbles; Overload safety devices
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B21MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
    • B21BROLLING OF METAL
    • B21B37/00Control devices or methods specially adapted for metal-rolling mills or the work produced thereby
    • B21B37/16Control of thickness, width, diameter or other transverse dimensions
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B21MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
    • B21BROLLING OF METAL
    • B21B37/00Control devices or methods specially adapted for metal-rolling mills or the work produced thereby
    • B21B37/16Control of thickness, width, diameter or other transverse dimensions
    • B21B37/165Control of thickness, width, diameter or other transverse dimensions responsive mainly to the measured thickness of the product
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B21MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
    • B21BROLLING OF METAL
    • B21B38/00Methods or devices for measuring, detecting or monitoring specially adapted for metal-rolling mills, e.g. position detection, inspection of the product

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Control Of Metal Rolling (AREA)

Abstract

The invention discloses a method and a system for detecting the deviation degree of a rolling mill thickness gauge, which comprises the steps of obtaining an upstream strip steel speed measurement value according to the actual measurement linear speeds of an upstream steering roller and an upstream coiling machine of a rolling mill; obtaining a downstream strip steel speed measurement value according to the actual measurement linear speeds of a downstream steering roller and a downstream coiling machine of the rolling mill; obtaining upstream and downstream strip steel thickness measurement values through an upstream and downstream thickness gauge; calculating to obtain a second flow thickness calculation value of the downstream strip steel according to the upstream strip steel speed measurement value, the upstream strip steel thickness measurement value and the downstream strip steel speed measurement value; and calculating a deviation value between the downstream second flow thickness calculation value and the downstream strip steel thickness measurement value, and obtaining the deviation degree of the downstream thickness gauge according to the ratio of the deviation value to the downstream strip steel thickness measurement value. The invention provides a basis for timely judging and adjusting by operators when the deviation degree of the thickness gauge exceeds the allowable range by calculating the deviation value and the deviation degree of the thickness gauge in real time.

Description

Method, system and computer readable medium for detecting deviation degree of rolling mill thickness gauge
Technical Field
The invention relates to the field of electrical control, in particular to a method and a system for detecting the deviation degree of a rolling mill thickness gauge and a computer medium.
Background
In the production process of the cold-rolled strip steel reversible rolling mill, because of the requirement of strip steel thickness control, the automatic thickness control AGC must use a thickness gauge to measure the thickness of the strip steel in real time and send the information such as thickness deviation to a master control PLC to carry out thickness adjustment and related control.
The existing thickness gauge can provide key data for each control link of the master control PLC on line. However, whether the measurement data of the thickness gauge is accurate or not cannot be judged in time by an operator in the production process. If the deviation degree of the thickness gauge exceeds the allowable deviation range, the actual thickness of the rolled strip steel is inconsistent with the set thickness, and the product quality accident is caused.
Therefore, there is a need for a method and system for obtaining deviation of a thickness gauge in real time and timely reminding the deviation exceeding the allowable deviation range.
Disclosure of Invention
The invention aims to solve the technical problem of the prior art and provides a method, a system and a computer readable medium for detecting the deviation degree of a rolling mill thickness gauge.
The technical scheme for solving the technical problems is as follows:
according to one aspect of an embodiment of the invention, a method for checking the degree of deviation of a rolling mill thickness gauge comprises the following steps:
obtaining an upstream strip steel speed measurement value according to the actual measurement linear speeds of an upstream steering roller and an upstream coiling machine of the rolling mill;
obtaining an upstream strip steel thickness measurement value through an upstream thickness gauge;
obtaining an upstream strip steel speed measurement value according to the actual measurement linear speeds of an upstream steering roller and an upstream coiling machine of the rolling mill;
obtaining an upstream strip steel thickness measurement value through an upstream thickness gauge;
obtaining a downstream strip steel speed measurement value according to the actual measurement linear speeds of a downstream steering roller and a downstream coiling machine of the rolling mill;
obtaining a downstream strip steel thickness measurement value through a downstream thickness gauge;
calculating to obtain a second flow thickness calculation value of the downstream strip steel according to the upstream strip steel speed measurement value, the upstream strip steel thickness measurement value and the downstream strip steel speed measurement value;
and calculating a deviation value between the downstream second flow thickness calculation value and the downstream strip steel thickness measurement value, and obtaining the deviation degree of the downstream thickness gauge according to the ratio of the deviation value to the downstream strip steel thickness measurement value.
Further, the deviation value is calculated by the following moving average method, including:
taking a preset strip steel length as a unit length, collecting downstream strip steel thickness measurement values of a plurality of time points in the unit length, wherein intervals among the time points are equal;
calculating the second flow thickness calculation value of the downstream strip steel at each time point by combining the upstream strip steel speed measurement value and the downstream strip steel speed measurement value of each time point;
and subtracting the second flow thickness calculation value of the downstream strip steel at each time point from the thickness measurement value of the downstream strip steel at each time point, taking the average of the difference values, and then taking the absolute value to obtain the deviation value.
Further, the plurality of time points are 5 time points, and the unit length is 5 meters.
The thickness meter has the advantages that the deviation value and the deviation degree of the thickness meter can be calculated in real time through the material flow conservation principle, and a basis is provided for timely judgment and adjustment of an operator when the deviation degree of the thickness meter exceeds an allowable range.
Further, the calculation formula of the downstream strip steel second flow thickness calculation value is as follows:
Figure BDA0002331640570000031
wherein h iseMFCalculating the thickness of the downstream strip steel in secondsiAs upstream strip thickness measurements, siAs upstream strip speed measurements, seIs a downstream strip speed measurement.
Furthermore, the upstream thickness gauge and the downstream thickness gauge are arranged symmetrically, when the rolling direction of the strip steel is changed, the original upstream thickness gauge is changed into a new downstream thickness gauge, the original downstream thickness gauge is changed into a new upstream thickness gauge, and the calculation process of the deviation degree of the new downstream thickness gauge is the same as that of the original downstream thickness gauge.
And further, generating an alarm trigger signal when the deviation degree is more than 2%, and triggering an alarm of the thickness gauge to alarm.
Furthermore, the thickness gauge alarm is controlled by a master control PLC, and operation and setting are completed through a human-machine interface HMI.
The thickness gauge alarm has the advantages that the alarm threshold is set, namely, when the deviation degree is greater than 2%, the trigger signal is generated, the thickness gauge alarm is triggered to alarm, so that the deviation degree of the thickness gauge is automatically monitored, and an operator can timely adjust the thickness gauge conveniently.
And further, all deviation values and corresponding deviation degrees generated by the thickness instrument on the same steel coil where the strip steel is located are used as the same group of data to be associated with the ID information of the steel coil and then stored in a database for tracking and counting the measurement deviation conditions of the thicknesses of different steel coils.
The beneficial effect of this embodiment lies in, through regarding the offset value and the degree of deviation of same coil of strip as same group data and the ID information of coil of strip is correlated and is deposited in the database, can realize the tracking and the statistics to different coil of strip thickness measurement offset values and degree of deviation, is convenient for provide the reference to the thickness control in other coil of strip rolling of follow-up.
According to another aspect of an embodiment of the present invention, a computer-readable medium stores a computer program, which is executable by a processor to implement the method of any of the above-mentioned method embodiments.
According to another aspect of an embodiment of the present invention, a system for verifying a degree of deviation of a mill thickness gauge includes:
the strip steel speed measuring module is used for obtaining an upstream/downstream strip steel speed measuring value according to the actual measurement linear speeds of an upstream/downstream steering roller and an upstream/downstream coiling machine of the rolling mill;
the strip steel thickness measuring module is used for obtaining upstream/downstream strip steel thickness measuring values through the actual measurement of an upstream/downstream thickness gauge;
the second flow thickness calculation module of the downstream strip steel is used for calculating and obtaining the second flow thickness calculation value of the downstream strip steel according to the speed measurement value of the upstream strip steel, the thickness measurement value of the upstream strip steel and the speed measurement value of the downstream strip steel;
the deviation value calculation module is used for subtracting the calculated value of the downstream second flow thickness of the strip steel from the measured value of the downstream strip steel thickness to obtain a downstream strip steel thickness measurement deviation value;
and the deviation degree calculation module is used for obtaining the deviation degree of the downstream thickness gauge according to the ratio of the downstream strip steel thickness measurement deviation value to the downstream strip steel thickness measurement value.
Advantages of additional aspects of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
FIG. 1 is a block flow diagram of an embodiment of the method of the present invention;
FIG. 2 is a block diagram of a downstream second flow thickness calculation in an embodiment of the method of the present invention;
FIG. 3 is a block diagram of the calculation of the deviation value according to the embodiment of the method of the present invention;
FIG. 4 is a block diagram of the deviation determination and alarm in an embodiment of the method of the present invention;
fig. 5 is a block diagram of the system in an embodiment of the product of the present invention.
Detailed Description
The principles and features of this invention are described below in conjunction with the following drawings, which are set forth to illustrate, but are not to be construed to limit the scope of the invention.
Example 1
As shown in fig. 1, a method for checking the degree of deviation of a rolling mill thickness gauge includes:
s01, obtaining the upstream strip steel speed measurement value according to the actual measurement linear speed of the upstream steering roller and the upstream coiling machine of the rolling mill;
s02, obtaining the thickness measurement value of the upstream strip steel through an upstream thickness gauge;
s03, obtaining the speed measurement value of the downstream strip steel according to the actual measurement linear speeds of the downstream steering roller and the downstream coiling machine of the rolling mill;
s04, obtaining a downstream strip steel thickness measurement value through a downstream thickness gauge;
s05, calculating to obtain a second flow rate and thickness calculation value of the downstream strip steel according to the upstream strip steel speed measurement value, the upstream strip steel thickness measurement value and the downstream strip steel speed measurement value;
and S06, calculating a deviation value between the downstream second flow thickness calculation value and the downstream strip steel thickness measurement value, and obtaining the deviation degree of the downstream thickness gauge according to the ratio of the deviation value to the downstream strip steel thickness measurement value.
As shown in fig. 3, further the deviation value is calculated by the following moving average method, including:
s061, taking the preset length of the strip steel as a unit length, collecting downstream strip steel thickness measurement values of a plurality of time points in the unit length, wherein intervals among the time points are equal;
s062, combining the upstream strip steel speed measurement value and the downstream strip steel speed measurement value of each time point, and calculating the second flow thickness calculation value of the downstream strip steel of the time point;
s063, subtracting the second flow thickness calculation value of the downstream strip steel at each time point from the thickness measurement value of the downstream strip steel at each time point, taking the average of the difference values, and then taking the absolute value to obtain the deviation value.
Further, the plurality of time points are 5 time points, and the unit length is 5 meters.
As shown in fig. 2, the further calculation formula of the second flow thickness calculation value of the downstream strip steel is as follows:
Figure BDA0002331640570000051
wherein h iseMFCalculating the thickness of the downstream strip steel in secondsiAs upstream strip thickness measurements, siAs upstream strip speed measurements, seIs a downstream strip speed measurement.
The calculation is based on the principle of conservation of material flow at upstream and downstream of the rolling mill, and the downstream second flow thickness calculation value can be calculated according to the principle through the upstream and downstream strip steel speed measurement values and the upstream strip steel thickness measurement value.
The speed measurement values of the upstream and downstream strip steel are obtained in real time through the rotating speeds of the left and right steering rollers and the coiling machines and the coiling diameters of the left and right coiling machines, and further the linear speeds of the strip steel rolled by the coiling machines, namely the speed measurement values of the upstream and downstream strip steel are obtained. The upstream strip thickness measurement value is determined by a left or right thickness gauge (according to the different turning directions) and the working noise of the thickness gauge.
Furthermore, the upstream thickness gauge and the downstream thickness gauge are arranged symmetrically, when the rolling direction of the strip steel is changed, the original upstream thickness gauge is changed into a new downstream thickness gauge, the original downstream thickness gauge is changed into a new upstream thickness gauge, and the calculation process of the deviation degree of the new downstream thickness gauge is the same as that of the original downstream thickness gauge. As shown in fig. 2 and 5, the turning roll, the coiler and the thickness gauge are arranged in a left-right manner, when the rolling direction is from left to right, the left side is upstream, and the right side is downstream, otherwise, the left side is downstream, and the right side is upstream. Taking the linear speeds of the left and right recoiling machines and the left and right steering rollers as the linear speed measurement value of upstream or downstream strip steel according to the rolling direction, tracking the thickness detection point of an upstream thickness gauge to a roll gap according to the speed to obtain the thickness measurement value of the upstream strip steel, calculating the thickness of the strip steel at the roll gap outlet by utilizing the upstream and downstream material flow conservation principle of the cold rolling mill, namely calculating the second flow thickness calculation value of the downstream strip steel,
as shown in fig. 4, the further method further comprises generating an alarm trigger signal when the deviation degree is greater than 2%, and triggering a thickness gauge alarm to alarm.
The alarm of the upstream thickness gauge and the alarm of the downstream thickness gauge can use the same alarm, and the same alarm generates different alarm sounds when receiving trigger signals of different thickness gauges with out-of-range deviation degrees. Or the alarm of the upstream thickness gauge and the alarm of the downstream thickness gauge are different and correspond to the upstream thickness gauge and the downstream thickness gauge one by one, and the technical scheme of the invention is not limited by the above.
Furthermore, the thickness gauge alarm is controlled by a Programmable Logic Controller (PLC), and related operation and setting are completed through a human-machine interface (HMI).
According to the embodiment, the alarm threshold is set, namely, the trigger signal is generated when the deviation degree is greater than 2%, and the alarm is triggered to alarm, so that the deviation degree of the thickness gauge is automatically monitored, and an operator can timely adjust the thickness gauge.
And further, all deviation values and corresponding deviation degrees generated by the thickness gauge on the same steel coil where the strip steel is located serve as the same group of data to be associated with the ID information of the steel coil and then stored in a database, and the method is used for tracking and counting the measurement deviation conditions of different steel coil thicknesses.
In the embodiment, the deviation value and the deviation degree of the same steel coil are stored in the database after being associated with the ID information of the steel coil as the same group of data, so that the tracking and the statistics of the thickness measurement deviation values of different steel coils can be realized, and the reference can be provided for the thickness monitoring in the subsequent rolling of other steel coils.
Example 2
As shown in fig. 5, a system for checking the degree of deviation of a rolling mill thickness gauge includes:
the strip steel speed measuring module 1 is used for obtaining an upstream/downstream strip steel speed measuring value according to the actual measurement linear speed of an upstream/downstream steering roller and an upstream/downstream coiling machine of a rolling mill;
the strip steel thickness measuring module 2 is used for obtaining upstream/downstream strip steel thickness measuring values through the actual measurement of an upstream/downstream thickness gauge;
the strip steel downstream second flow thickness calculation module 3 is used for calculating and obtaining a downstream strip steel second flow thickness calculation value according to the upstream strip steel speed measurement value, the upstream strip steel thickness measurement value and the downstream strip steel speed measurement value;
the deviation value calculating module 4 is used for subtracting the calculated value of the downstream second flow thickness of the strip steel from the measured value of the downstream strip steel thickness to obtain a downstream strip steel thickness measurement deviation value;
and the deviation degree calculation module 5 is used for obtaining the deviation degree of the downstream thickness gauge according to the ratio of the downstream strip steel thickness measurement deviation value to the downstream strip steel thickness measurement value.
Furthermore, the system also comprises a deviation degree judging module 6, which is used for judging the deviation degree according to an alarm threshold, namely, when the deviation degree is more than 2%, a trigger signal is generated to trigger an alarm to alarm, so that the automatic monitoring of the deviation degree of the thickness gauge is realized, and an operator can adjust the thickness gauge in time.
Furthermore, the upstream thickness gauge and the downstream thickness gauge in the system are arranged symmetrically, when the rolling direction of the strip steel is changed, the original upstream thickness gauge is changed into a new downstream thickness gauge, the original downstream thickness gauge is changed into a new upstream thickness gauge, and the calculation process of the deviation degree of the new downstream thickness gauge is the same as that of the original downstream thickness gauge.
Example 3
A computer-readable medium storing a computer program executable by a processor to perform a method according to any one of the method embodiments described above.
The reader should understand that in the description of this specification, reference to the description of the terms "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described method embodiments are merely illustrative, and for example, the division of steps into only one logical functional division may be implemented in practice in another way, for example, multiple steps may be combined or integrated into another step, or some features may be omitted, or not implemented.
The above method, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention essentially or partially contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-only memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
While the invention has been described with reference to specific embodiments, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the invention as defined by the appended claims. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (10)

1. A method for checking the deviation degree of a rolling mill thickness gauge is characterized by comprising the following steps:
obtaining an upstream strip steel speed measurement value according to the actual measurement linear speeds of an upstream steering roller and an upstream coiling machine of the rolling mill;
obtaining an upstream strip steel thickness measurement value through an upstream thickness gauge;
obtaining a downstream strip steel speed measurement value according to the actual measurement linear speeds of a downstream steering roller and a downstream coiling machine of the rolling mill;
obtaining a downstream strip steel thickness measurement value through a downstream thickness gauge;
calculating to obtain a second flow thickness calculation value of the downstream strip steel according to the upstream strip steel speed measurement value, the upstream strip steel thickness measurement value and the downstream strip steel speed measurement value;
and calculating a deviation value between the downstream second flow thickness calculation value and the downstream strip steel thickness measurement value, and obtaining the deviation degree of the downstream thickness gauge according to the ratio of the deviation value to the downstream strip steel thickness measurement value.
2. The method of claim 1, wherein the bias value is calculated by a moving average method comprising:
taking a preset strip steel length as a unit length, collecting downstream strip steel thickness measurement values of a plurality of time points in the unit length, wherein intervals among the time points are equal;
calculating the second flow thickness calculation value of the downstream strip steel at each time point by combining the upstream strip steel speed measurement value and the downstream strip steel speed measurement value of each time point;
determining a difference between the downstream strip thickness measurement at each time point and the downstream strip second flow thickness calculation at that time point, and determining an absolute value of an average of the plurality of differences as the deviation value.
3. The method of claim 2, wherein the plurality of time points is 5 time points and the unit length is 5 meters.
4. The method of claim 1, wherein the calculation of the downstream strip second flow thickness is calculated by the formula:
Figure FDA0002331640560000021
wherein h iseMFCalculating the thickness of the downstream strip steel in secondsiAs upstream strip thickness measurements, siAs upstream strip speed measurements, seIs a downstream strip speed measurement.
5. The method of claim 1, 2, 3 or 4, wherein the upstream thickness gauge and the downstream thickness gauge are arranged symmetrically, and when the rolling direction of the strip steel is changed, the positions of the upstream thickness gauge and the downstream thickness gauge are unchanged, and names of the upstream thickness gauge and the downstream thickness gauge are interchanged.
6. The method of claim 1, 2, 3 or 4, further comprising generating an alarm trigger signal to trigger a thickness gauge alarm to alarm when the degree of deviation is greater than 2%.
7. The method according to claim 6, characterized in that the thickness gauge alarm is controlled by a Programmable Logic Controller (PLC) and the related operations and settings are done through a Human Machine Interface (HMI).
8. The method of claim 1, 2, 3, or 4, further comprising: and taking all deviation values and corresponding deviation degrees generated by the thickness instrument on the same steel coil where the strip steel is positioned as the same group of data to be associated with the ID information of the steel coil and then storing the data into a database for tracking and counting the measurement deviation conditions of different steel coil thicknesses.
9. A computer readable medium storing a computer program executable by a processor to perform the method of any one of claims 1 to 8.
10. A system for verifying the degree of deviation of a mill thickness gauge, comprising:
the strip steel speed measuring module is used for obtaining an upstream/downstream strip steel speed measuring value according to the actual measurement linear speeds of an upstream/downstream steering roller and an upstream/downstream coiling machine of the rolling mill;
the strip steel thickness measuring module is used for obtaining upstream/downstream strip steel thickness measuring values through the actual measurement of an upstream/downstream thickness gauge;
the second flow thickness calculation module of the downstream strip steel is used for calculating and obtaining the second flow thickness calculation value of the downstream strip steel according to the speed measurement value of the upstream strip steel, the thickness measurement value of the upstream strip steel and the speed measurement value of the downstream strip steel;
the deviation value calculation module is used for subtracting the calculated value of the downstream second flow thickness of the strip steel from the measured value of the downstream strip steel thickness to obtain a downstream strip steel thickness measurement deviation value;
and the deviation degree calculation module is used for obtaining the deviation degree of the downstream thickness gauge according to the ratio of the downstream strip steel thickness measurement deviation value to the downstream strip steel thickness measurement value.
CN201911338614.XA 2019-12-23 2019-12-23 Method, system and computer readable medium for detecting deviation degree of rolling mill thickness gauge Pending CN110976526A (en)

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CN114130838A (en) * 2021-11-25 2022-03-04 马鞍山钢铁股份有限公司 Reversible rolling strip steel thickness measurement error-proofing detection method and detection system
CN115625217A (en) * 2022-10-27 2023-01-20 江苏沙钢集团有限公司 Cold rolling thickness online detection method and detection system

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Publication number Priority date Publication date Assignee Title
CN114130838A (en) * 2021-11-25 2022-03-04 马鞍山钢铁股份有限公司 Reversible rolling strip steel thickness measurement error-proofing detection method and detection system
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CN115625217A (en) * 2022-10-27 2023-01-20 江苏沙钢集团有限公司 Cold rolling thickness online detection method and detection system

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Application publication date: 20200410