CN115655382A - Chemical fiber production line process on-line monitoring analysis system - Google Patents
Chemical fiber production line process on-line monitoring analysis system Download PDFInfo
- Publication number
- CN115655382A CN115655382A CN202211598537.3A CN202211598537A CN115655382A CN 115655382 A CN115655382 A CN 115655382A CN 202211598537 A CN202211598537 A CN 202211598537A CN 115655382 A CN115655382 A CN 115655382A
- Authority
- CN
- China
- Prior art keywords
- carbon fiber
- production line
- fiber production
- oxidation
- carbonization
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Landscapes
- Inorganic Fibers (AREA)
Abstract
The invention relates to the technical field of chemical fiber production, and particularly discloses an online monitoring and analyzing system for a chemical fiber production line process, which comprises an oxidation information acquisition module, an oxidation information analysis and confirmation module, a carbonization information acquisition module, a carbonization information analysis and confirmation module, a surface treatment information acquisition module, a surface treatment analysis and confirmation module and an early warning terminal.
Description
Technical Field
The invention belongs to the technical field of chemical fiber yarn production, and relates to an online monitoring and analyzing system for a chemical fiber yarn production line process.
Background
The carbon fiber is a chemical fiber composed of carbon elements, and is widely applied to the fields of buildings, chemical engineering, industry and the like, so that the production line process of the carbon fiber needs to be monitored, the production quality of the carbon fiber is guaranteed, and a foundation is further provided for subsequent use of the carbon fiber.
Currently, the main method for analyzing the production quality of carbon fibers is to perform spot inspection on the produced carbon fibers, and it is obvious that the method has the following problems: 1. the method for detecting the quality of the carbon fibers in a spot check mode has strong contingency and sidedness, cannot comprehensively show the production quality of the carbon fibers, has certain limitation, cannot effectively guarantee the production quality of the carbon fibers, and cannot guarantee the safety and stability of the subsequent carbon fibers in the using process.
2. The current technology does not analyze the change of raw materials after the processing of each stage of the carbon fiber production line, so that the quality of the processing of each stage of the carbon fiber production line can not be analyzed, the qualified condition of the production of each stage of the carbon fiber production line can not be known, the quality of the finished carbon fiber production can not be guaranteed, and the production effect and the production efficiency of the carbon fiber production line can not be improved.
Disclosure of Invention
The invention aims to provide an on-line monitoring and analyzing system for a chemical fiber yarn production line process, which solves the problems in the background technology.
The purpose of the invention can be realized by the following technical scheme: a chemical fiber production line process on-line monitoring and analyzing system comprises: and the oxidation information acquisition module is used for dividing each oxidation acquisition time point according to a preset time interval in the oxidation process of the oxidation furnace in the specified carbon fiber production line, further acquiring the temperature and the oxygen concentration of the oxidation furnace at each oxidation acquisition time point in the specified carbon fiber production line, and acquiring the oxidation time in the oxidation furnace and the image of the oxidized raw material in the oxidation furnace.
And the oxidation information analysis and confirmation module is used for analyzing the oxidation process corresponding to the specified carbon fiber production line, analyzing the color of the oxidized raw material corresponding to the specified carbon fiber production line and further confirming the qualified condition of the oxidation quality corresponding to the specified carbon fiber production line.
And the carbonization information acquisition module is used for dividing each carbonization acquisition time point according to a preset time interval in the carbonization process in the carbonization furnace in the specified carbon fiber production line, further acquiring the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace at each carbonization acquisition time point in the specified carbon fiber production line, and acquiring the weight and the roughness of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line.
And the carbonization information analysis and confirmation module is used for analyzing the carbonization process corresponding to the specified carbon fiber production line, analyzing the quality of the carbonized raw materials corresponding to the specified carbon fiber production line and further confirming the qualified condition of the carbonization quality corresponding to the specified carbon fiber production line.
The surface treatment information acquisition module is used for acquiring treatment information in surface treatment in a specified carbon fiber production line and apparent information of the carbon fiber after the surface treatment, wherein the treatment information comprises the pH value of electrolyte, the concentration of the electrolyte and the current, and the apparent information of the carbon fiber comprises roughness, the size of each groove and the distance between every two adjacent grooves.
And the surface treatment analysis and confirmation module is used for analyzing the treatment information corresponding to the surface treatment in the specified carbon fiber production line, analyzing the quality of the carbon fiber corresponding to the specified carbon fiber production line and further confirming the qualified condition of the surface treatment result corresponding to the specified carbon fiber production line.
And the early warning terminal is used for respectively giving early warning prompts when the oxidation quality, the carbonization quality or the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
Optionally, the oxidation process corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the oxidation time in an oxidation furnace in a specified carbon fiber production line, the temperature corresponding to each oxidation acquisition time point and the oxygen concentration into a calculation formula
In the method, a first oxidation quality coincidence index corresponding to a specified carbon fiber production line is obtained
Wherein Y represents an oxidation time in an oxidation furnace in a specified carbon fiber production line,
、
respectively representing the temperature and the oxygen concentration of an oxidation furnace in a specified carbon fiber production line at the t-th oxidation acquisition time point,
、
respectively setting a reference temperature and a reference oxygen concentration corresponding to the t-th oxidation acquisition time point of an oxidation furnace in a specified carbon fiber production line,
in order to set the reference oxidation time,
、
、
the weight factors are respectively corresponding to the set oxidation time, the temperature of the oxidation furnace and the oxygen concentration in the oxidation furnace, t represents the number corresponding to each oxidation acquisition time point,
。
optionally, the color of the oxidized raw material corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: dividing the image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line into sub-regions according to a preset size, and obtaining the hue, saturation and lightness corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line, thereby calculating to obtain the color coincidence index corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line.
According to the formula
Obtaining the raw material oxidation color coincidence index corresponding to the specified carbon fiber production line
Wherein, in the process,
、
respectively representing color conformity indexes corresponding to the i +1 th and i-th sub-area images of the oxidized raw material in an oxidation furnace in a specified carbon fiber production line,
for a set allowable color to meet the exponential difference,
i represents a number corresponding to each subarea image of the oxidized raw material in an oxidation furnace in a specified carbon fiber production line for the set correction factor corresponding to the oxidation color conforming index,
。
optionally, the confirming step of confirming that the oxidation quality corresponding to the specified carbon fiber production line is qualified specifically includes: the first oxidation quality corresponding to the appointed carbon fiber production line is matched with an index
And oxidation color of raw materialCoincidence index
Substituting into a calculation formula
In the method, the oxidation quality coincidence index corresponding to the specified carbon fiber production line is obtained
Wherein
、
The first oxidation quality coincidence index and the raw material oxidation color coincidence index are set as weight factors corresponding to the first oxidation quality coincidence index and the raw material oxidation color coincidence index respectively.
And comparing the oxidation quality conformity index corresponding to the specified carbon fiber production line with the set standard oxidation quality conformity index, if the oxidation quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard oxidation quality conformity index, judging that the oxidation quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the oxidation quality corresponding to the specified carbon fiber production line is unqualified.
Optionally, the carbonization process corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in each carbonization acquisition time point in a specified carbon fiber production line into a calculation formula
In the method, a first carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
In which
、
、
、
Respectively indicates the carbonization furnaces in the specified carbon fiber production line
The temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
respectively in a set carbonization furnace
The reference temperature, the reference nitrogen concentration, the reference hydrogen concentration and the reference oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
are respectively provided withDetermining weighting factors corresponding to the temperature of the carbonization furnace, the nitrogen concentration of the carbonization furnace, the hydrogen concentration of the carbonization furnace and the oxygen concentration of the carbonization furnace,
a number corresponding to each carbonization acquisition time point is shown,
and e is a natural constant.
Optionally, the quality of the carbonized raw material corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the weight and the roughness of the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line into a calculation formula
In the method, the carbonization quality conformity index of the raw material corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
、
respectively represents the weight of the raw material before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively representing the roughness corresponding to the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively set weight reduction ratio and roughness reduction ratio of the carbonized raw material,
、
the weight factors are respectively corresponding to the set weight and roughness of the raw material.
Optionally, the confirmation of the qualified carbonization quality corresponding to the specified carbon fiber production line specifically includes the following steps: the first carbonization quality corresponding to the appointed carbon fiber production line is in accordance with the index
According with the carbonization quality of raw materials
Substituting into a calculation formula
In the method, the carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
Wherein, in the process,
、
and e is a natural constant.
And comparing the carbonization quality conformity index corresponding to the specified carbon fiber production line with a set standard carbonization quality conformity index, if the carbonization quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard carbonization quality conformity index, judging that the carbonization quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the carbonization quality corresponding to the specified carbon fiber production line is unqualified.
Optionally, the processing information in the surface processing corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the pH value, electrolyte concentration and current of the electrolyte in the surface treatment in the specified carbon fiber production line into a calculation formula
In the method, the first surface treatment result corresponding to the specified carbon fiber production line is obtained and accords with the index
Wherein, in the step (A),
、
、
respectively specifying the pH value, electrolyte concentration and current of the electrolyte in the surface treatment in the carbon fiber production line,
、
、
respectively setting the pH value of the reference electrolyte, the concentration of the reference electrolyte and the reference current,
、
、
respectively setting the pH value difference, the concentration difference and the current difference of the allowable electrolyte,
、
、
the weight factors are respectively corresponding to the set pH value of the electrolyte, the electrolyte concentration and the current.
Optionally, the quality of the carbon fiber corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the roughness corresponding to the carbon fiber after surface treatment in the specified carbon fiber production line, the size of each groove and the distance between every two adjacent grooves into a calculation formula
In the method, the quality conformity index of the carbon fiber corresponding to the specified carbon fiber production line is obtained
Wherein, in the process,
represents the roughness corresponding to the carbon fiber after surface treatment in a specified carbon fiber production line,
showing the corresponding dimension of the jth groove of the carbon fiber after surface treatment in the specified carbon fiber production line,
、
respectively show the surface position in a specified carbon fiber production lineAfter treatment, the distance between the j +1 th groove and the j-th groove of the carbon fiber, and the distance between the j-th groove and the j-1 st groove of the carbon fiber,
、
respectively setting the standard groove size and the standard adjacent groove spacing,
、
、
weight factors corresponding to the set roughness of the carbon fiber, the size of the groove and the distance between the grooves are respectively set, j represents the number corresponding to each groove,
。
optionally, the confirming step of confirming that the surface treatment result corresponding to the specified carbon fiber production line is qualified specifically includes: the first surface treatment result corresponding to the appointed carbon fiber production line conforms to the index
The quality of the carbon fiber meets the index
Substituting into a calculation formula
In the method, the obtained surface treatment result corresponding to the specified carbon fiber production line meets the index
Wherein
、
And e is a natural constant, wherein the weight factors correspond to the set first surface treatment result coincidence index and the carbon fiber quality coincidence index respectively.
And comparing the surface treatment production quality conformity index corresponding to the specified carbon fiber production line with a set standard surface treatment production quality conformity index, if the surface treatment production quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard surface treatment production quality conformity index, judging that the surface treatment result corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
Compared with the prior art, the invention has the following beneficial effects: 1. according to the chemical fiber production line process on-line monitoring and analyzing system provided by the invention, the problems of contingency and one-sidedness existing in the prior art are effectively solved by monitoring and analyzing the oxidation process, the carbonization process and the surface treatment in the specified carbon fiber production line, the comprehensive and intelligent monitoring and analysis of the carbon fiber production line are realized, the production quality of raw materials in the oxidation process, the carbonization process and the surface treatment is effectively ensured, the production quality of carbon fibers is further ensured, the safety and the stability of the carbon fibers in the subsequent use process are also improved to a certain extent, and the production effect and the production efficiency of the carbon fiber production line are also effectively improved.
2. According to the invention, the temperature, the oxygen concentration, the oxidation time and the image of the oxidized raw material in the oxidation furnace are acquired in the oxidation information acquisition module, so that a foundation is laid for the subsequent oxidation process analysis, and meanwhile, reliable data is provided for the color analysis of the oxidized raw material, the accuracy and objectivity of the oxidation process analysis and the color analysis result of the raw material are effectively ensured, and meanwhile, the oxidation effect of the oxidation furnace is effectively increased.
3. According to the invention, the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration in the carbonization furnace and the weight and the roughness of the raw materials before and after carbonization are acquired in the carbonization information acquisition module, so that accurate and visual data are provided for the subsequent carbonization process analysis and the raw material carbonization quality analysis, the objectivity and the reliability of the carbonization process and the raw material carbonization quality analysis result are effectively ensured, and meanwhile, reliable quality guarantee is provided for the subsequent production.
4. According to the invention, the pH value of the electrolyte, the electrolyte concentration, the current and the apparent information of the carbon fiber are acquired in the surface treatment information acquisition module, so that a foundation is laid for subsequent surface treatment analysis and quality analysis of the carbon fiber, the production quality of the carbon fiber after surface treatment is effectively ensured, and the production effect of the carbon fiber is greatly improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic diagram of a system module connection structure according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. 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.
Referring to fig. 1, an online monitoring and analyzing system for a chemical fiber production line process includes an oxidation information collecting module, an oxidation information analyzing and confirming module, a carbonization information collecting module, a carbonization information analyzing and confirming module, a surface processing information collecting module, a surface processing analyzing and confirming module, and an early warning terminal.
The oxidation information analysis and confirmation module is respectively connected with the oxidation information acquisition module and the early warning terminal, the carbonization information analysis and confirmation module is respectively connected with the carbonization information acquisition module and the early warning terminal, and the surface treatment analysis and confirmation module is respectively connected with the surface treatment information acquisition module, the carbonization information acquisition module and the early warning terminal.
And the oxidation information acquisition module is used for dividing each oxidation acquisition time point according to a preset time interval in the oxidation process of the oxidation furnace in the specified carbon fiber production line, further acquiring the temperature and the oxygen concentration of the oxidation furnace at each oxidation acquisition time point in the specified carbon fiber production line, and acquiring the oxidation time in the oxidation furnace and the image of the oxidized raw material in the oxidation furnace.
The carbon fibers are made of acrylic fibers, viscose fibers, or the like.
In a specific embodiment, the temperature and oxygen concentration of an oxidation furnace in a specified carbon fiber production line at each oxidation acquisition time point are acquired, and the oxidation time in the oxidation furnace and the image of the oxidized raw material in the oxidation furnace are acquired, wherein the acquisition process comprises the following steps: and acquiring the temperature of each oxidation acquisition time point on the surface of the oxidation furnace in the specified carbon fiber production line through a temperature sensor to obtain the temperature of the oxidation furnace in the specified carbon fiber production line corresponding to each oxidation acquisition time point.
The oxygen concentration of each oxidation acquisition time point in the oxidation furnace in the specified carbon fiber production line is acquired through the oxygen sensor, the oxygen concentration of the oxidation furnace in the specified carbon fiber production line corresponding to each oxidation acquisition time point is obtained, and meanwhile, the oxidation time in the oxidation furnace in the specified carbon fiber production line is obtained from the carbon fiber production management background.
And acquiring an image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line through the camera to obtain the image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line.
According to the embodiment of the invention, the temperature, the oxygen concentration, the oxidation time and the image of the oxidized raw material in the oxidation furnace are acquired, so that a foundation is laid for the subsequent oxidation process analysis, meanwhile, reliable data are provided for the color analysis of the oxidized raw material, the accuracy and objectivity of the oxidation process analysis and the color analysis result of the raw material are effectively ensured, and the oxidation effect of the oxidation furnace is effectively increased.
And the oxidation information analysis and confirmation module is used for analyzing the oxidation process corresponding to the specified carbon fiber production line, analyzing the color of the oxidized raw material corresponding to the specified carbon fiber production line and further confirming the qualified condition of the oxidation quality corresponding to the specified carbon fiber production line.
In a specific embodiment, the oxidation process corresponding to a given carbon fiber production line is analyzed as follows: substituting the oxidation time in the oxidation furnace in the specified carbon fiber production line, the temperature corresponding to each oxidation acquisition time point and the oxygen concentration into a calculation formula
In the method, a first oxidation quality coincidence index corresponding to a specified carbon fiber production line is obtained
Wherein Y represents an oxidation time in an oxidation furnace in a specified carbon fiber production line,
、
respectively representing the temperature and the oxygen concentration of an oxidation furnace in a specified carbon fiber production line corresponding to the t-th oxidation acquisition time point,
、
respectively for a given specific carbon fibre productionThe reference temperature and the reference oxygen concentration of the oxidation furnace corresponding to the t oxidation acquisition time point in the line,
in order to set the reference oxidation time,
、
、
the weight factors are respectively corresponding to the set oxidation time, the temperature of the oxidation furnace and the oxygen concentration in the oxidation furnace, t represents the number corresponding to each oxidation acquisition time point,
。
in yet another specific embodiment, the color of the oxidized raw material corresponding to a given carbon fiber production line is analyzed as follows: dividing the image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line into sub-regions according to a preset size, and obtaining the hue, saturation and lightness corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line, thereby calculating to obtain the color coincidence index corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line.
According to the formula
Obtaining the raw material oxidation color coincidence index corresponding to the specified carbon fiber production line
Wherein, in the step (A),
、
respectively showing the color conformity indexes corresponding to the (i + 1) th and the (i) th sub-area images of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line,
in order for the set allowable color to meet the exponential difference,
i represents a number corresponding to each subarea image of the oxidized raw material in an oxidation furnace in a specified carbon fiber production line for the set correction factor corresponding to the oxidation color conforming index,
。
in the above, the color coincidence index corresponding to the image of each sub-region of the raw material after oxidation in the oxidation furnace in the specified carbon fiber production line is obtained by calculation, and the specific calculation process is as follows: substituting the hue, saturation and brightness corresponding to each subregion image of the raw material after oxidation in an oxidation furnace in a specified carbon fiber production line into a calculation formula
Obtaining a color conformity index corresponding to each subarea image of the oxidized raw material in an oxidation furnace in a specified carbon fiber production line
Wherein
、
、
Respectively represent the ith sub-area image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production lineThe corresponding hue, saturation, brightness,
、
、
respectively set reference hue, reference saturation and reference lightness,
、
、
the weighting factors are respectively corresponding to the set hue, saturation and lightness.
In another specific embodiment, the oxidation quality qualification condition corresponding to the specified carbon fiber production line is confirmed by the following specific confirmation process: the first oxidation quality corresponding to the appointed carbon fiber production line is in accordance with the index
And the oxidation color of the raw material meets the index
Substituting into a calculation formula
In the method, the oxidation quality coincidence index corresponding to the specified carbon fiber production line is obtained
In which
、
The first oxidation quality coincidence index and the raw material oxidation color coincidence index are set as weight factors corresponding to the first oxidation quality coincidence index and the raw material oxidation color coincidence index respectively.
And comparing the oxidation quality conformity index corresponding to the specified carbon fiber production line with the set standard oxidation quality conformity index, if the oxidation quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard oxidation quality conformity index, judging that the oxidation quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the oxidation quality corresponding to the specified carbon fiber production line is unqualified.
And the carbonization information acquisition module is used for dividing carbonization acquisition time points in the carbonization process in the carbonization furnace in the specified carbon fiber production line according to preset time intervals, acquiring the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in the specified carbon fiber production line at each carbonization acquisition time point, and acquiring the weight and the roughness of raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line.
In a specific embodiment, the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in the specified carbon fiber production line at each carbonization collection time point are collected, and the weight and the roughness of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line are collected, wherein the collection process comprises the following steps: the temperature of each carbonization acquisition time point on the surface of the carbonization furnace in the specified carbon fiber production line is acquired through the temperature sensor, so that the temperature of the carbonization furnace in each carbonization acquisition time point in the specified carbon fiber production line is obtained.
And acquiring the nitrogen concentration, the hydrogen concentration and the oxygen concentration corresponding to each carbonization acquisition time point in the carbonization furnace in the specified carbon fiber production line through a gas sensor to obtain the nitrogen concentration, the hydrogen concentration and the oxygen concentration corresponding to each carbonization acquisition time point in the carbonization furnace in the specified carbon fiber production line.
The weight of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line is collected through a weight measuring instrument, so that the weight of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line is obtained.
The roughness of each detection point of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line is acquired by the surface roughness tester, so that the roughness of each detection point of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line is obtained, the average roughness of the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line is obtained by means of average value calculation, and the average roughness is used as the roughness corresponding to the raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line.
According to the embodiment of the invention, the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration in the carbonization furnace and the weight and the roughness of the raw materials before and after carbonization are acquired, so that accurate and visual data are provided for the subsequent carbonization process analysis and the raw material carbonization quality analysis, the objectivity and the reliability of the carbonization process and the raw material carbonization quality analysis result are effectively ensured, and meanwhile, the reliable quality guarantee is provided for the subsequent production.
And the carbonization information analysis and confirmation module is used for analyzing the carbonization process corresponding to the specified carbon fiber production line, analyzing the quality of the carbonized raw materials corresponding to the specified carbon fiber production line and further confirming the qualified condition of the carbonization quality corresponding to the specified carbon fiber production line.
In a specific embodiment, the carbonization process corresponding to a given carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in each carbonization acquisition time point in a specified carbon fiber production line into a calculation formula
In the method, a first carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
Wherein
、
、
、
Respectively indicates the carbonization furnace in the specified carbon fiber production line
The temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
respectively at a set carbonization furnace
The reference temperature, the reference nitrogen concentration, the reference hydrogen concentration and the reference oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
respectively set weighting factors corresponding to the temperature of the carbonization furnace, the nitrogen concentration of the carbonization furnace, the hydrogen concentration of the carbonization furnace and the oxygen concentration of the carbonization furnace,
the numbers corresponding to the respective carbonization collection time points are shown,
and e is a natural constant.
In another specific embodiment, the quality of the carbonized raw material corresponding to a given carbon fiber production line is analyzed by the following specific analysis process: substituting the weight and the roughness of the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line into a calculation formula
In the method, the carbonization quality conformity index of the raw material corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
、
respectively represents the weight of the raw material before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively showing the roughness corresponding to the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively set weight reduction ratio and roughness reduction ratio of the carbonized raw material,
、
the weight factors are respectively corresponding to the set weight and roughness of the raw material.
In a further specific embodiment, the carbonization quality qualification condition corresponding to the specified carbon fiber production line is confirmed, and the specific confirmation process is as follows: the first carbonization quality corresponding to the appointed carbon fiber production line is in accordance with the index
According with the carbonization quality of raw materials
Substituting into a calculation formula
In the method, the carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
Wherein, in the process,
、
the first carbonization quality coincidence index and the raw material carbonization quality coincidence index are set as weight factors corresponding to the first carbonization quality coincidence index and the raw material carbonization quality coincidence index respectively, and e is a natural constant.
And comparing the carbonization quality conformity index corresponding to the specified carbon fiber production line with the set standard carbonization quality conformity index, if the carbonization quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard carbonization quality conformity index, judging that the carbonization quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the carbonization quality corresponding to the specified carbon fiber production line is unqualified.
The surface treatment information acquisition module is used for acquiring treatment information in surface treatment in a specified carbon fiber production line and apparent information of the carbon fiber after the surface treatment, wherein the treatment information comprises the pH value of electrolyte, the concentration of the electrolyte and the current, and the apparent information of the carbon fiber comprises roughness, the size of each groove and the distance between every two adjacent grooves.
In addition, the method used in the surface treatment process according to the embodiment of the present invention is an electrochemical oxidation method.
Also, carbon fibers formed from the raw material after the surface treatment is completed are also noted.
In a specific embodiment, the processing information in the surface treatment in the specified carbon fiber production line and the apparent information of the carbon fiber after the surface treatment are collected, and the specific collection process is as follows: and collecting the pH value of the electrolyte in the surface treatment in the specified carbon fiber production line through a pH value sensor to obtain the pH value of the electrolyte in the surface treatment in the specified carbon fiber production line.
And collecting the electrolyte concentration in the surface treatment of the specified carbon fiber production line through a liquid concentration tester to obtain the electrolyte concentration in the surface treatment of the specified carbon fiber production line.
And collecting the current between the anode and the cathode in the electrolyte during the surface treatment in the specified carbon fiber production line through an ammeter, and taking the current as the current corresponding to the surface treatment in the specified carbon fiber production line.
In the electrolyte, the positive electrode is a carbon fiber material, and the negative electrode is graphite, a copper plate, a nickel plate, or the like.
The roughness of the carbon fiber after surface treatment in the specified carbon fiber production line is collected through a roughness meter, and the roughness corresponding to the carbon fiber after surface treatment in the specified carbon fiber production line is obtained.
The carbon fiber images after surface treatment in the specified carbon fiber production line are collected through the camera to obtain the carbon fiber images after surface treatment in the specified carbon fiber production line, and then the size of each groove in the carbon fiber and the distance between the grooves are obtained.
According to the embodiment of the invention, the pH value of the electrolyte, the electrolyte concentration, the current and the apparent information of the carbon fiber are acquired, so that a foundation is laid for the subsequent surface treatment analysis and the quality analysis of the carbon fiber, the production quality of the carbon fiber after surface treatment is effectively ensured, and the production effect of the carbon fiber is greatly improved.
And the surface treatment analysis and confirmation module is used for analyzing the treatment information corresponding to the surface treatment in the specified carbon fiber production line, analyzing the quality of the carbon fiber corresponding to the specified carbon fiber production line and further confirming the qualified condition of the surface treatment result corresponding to the specified carbon fiber production line.
In a specific embodiment, the processing information in the surface processing corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows: substituting the pH value, electrolyte concentration and current of the electrolyte in the surface treatment in the specified carbon fiber production line into a calculation formula
In the method, the first surface treatment result corresponding to the specified carbon fiber production line is obtained and accords with the index
Wherein, in the process,
、
、
respectively specifying the pH value, electrolyte concentration and current of the electrolyte in the surface treatment in the carbon fiber production line,
、
、
respectively setting the pH value of the reference electrolyte, the concentration of the reference electrolyte and the reference current,
、
、
respectively setting the pH value difference, the concentration difference and the current difference of the allowable electrolyte,
、
、
the weight factors are respectively corresponding to the set pH value of the electrolyte, the electrolyte concentration and the current.
In another specific embodiment, the quality of the carbon fiber corresponding to a given carbon fiber production line is analyzed by the following specific analysis process: substituting the roughness corresponding to the carbon fiber after surface treatment in the specified carbon fiber production line, the size of each groove and the distance between every two adjacent grooves into a calculation formula
In the method, the quality conformity index of the carbon fiber corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
representing the roughness corresponding to the carbon fiber after surface treatment in a specified carbon fiber production line,
showing the corresponding dimension of the jth groove of the carbon fiber after surface treatment in the specified carbon fiber production line,
、
respectively showing the distance between the j +1 th groove and the j-1 th groove of the carbon fiber after surface treatment in a specified carbon fiber production line and the distance between the j-1 th groove and the j-1 th groove,
、
respectively setting the standard groove size and the standard adjacent groove spacing,
、
、
weight factors corresponding to the set roughness of the carbon fiber, the size of the groove and the distance between the grooves are respectively set, j represents the number corresponding to each groove,
。
in another specific embodiment, the qualification of the surface treatment result corresponding to the specified carbon fiber production line is confirmed by the following specific confirmation process: will meanThe first surface treatment result corresponding to the carbon fiber production line meets the index
Carbon fiber quality conformity index
Substituting into a calculation formula
In the method, the obtained surface treatment result corresponding to the specified carbon fiber production line conforms to the index
Wherein
、
And e is a natural constant, wherein the weight factors correspond to the set first surface treatment result coincidence index and the carbon fiber quality coincidence index respectively.
And comparing the surface treatment production quality conformity index corresponding to the specified carbon fiber production line with a set standard surface treatment production quality conformity index, if the surface treatment production quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard surface treatment production quality conformity index, judging that the surface treatment result corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
According to the embodiment of the invention, the problems of contingency and one-sidedness existing in the spot inspection in the prior art are effectively solved by monitoring and analyzing the oxidation process, the carbonization process and the surface treatment in the specified carbon fiber production line, the comprehensive and intelligent monitoring and analysis of the carbon fiber production line are realized, the production quality of raw materials in the oxidation process, the carbonization process and the surface treatment is effectively ensured, the production quality of the carbon fibers is further ensured, the safety and the stability of the carbon fibers in the subsequent use process are also improved to a certain extent, and the production effect and the production efficiency of the carbon fiber production line are also effectively improved.
And the early warning terminal is used for respectively giving early warning prompts when the oxidation quality, the carbonization quality or the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
The foregoing is merely illustrative and explanatory of the present invention and various modifications, additions or substitutions may be made to the specific embodiments described by those skilled in the art without departing from the scope of the invention as defined in the accompanying claims.
Claims (10)
1. The utility model provides a chemical fiber silk production water line technology on-line monitoring analytic system which characterized in that includes:
the oxidation information acquisition module is used for dividing each oxidation acquisition time point in the oxidation process in the oxidation furnace in the specified carbon fiber production line according to a preset time interval, further acquiring the temperature and the oxygen concentration of the oxidation furnace at each oxidation acquisition time point in the specified carbon fiber production line, and acquiring the oxidation time in the oxidation furnace and the image of the oxidized raw material in the oxidation furnace;
the oxidation information analysis and confirmation module is used for analyzing the oxidation process corresponding to the specified carbon fiber production line, analyzing the color of the oxidized raw material corresponding to the specified carbon fiber production line and further confirming the qualified oxidation quality condition corresponding to the specified carbon fiber production line;
the carbonization information acquisition module is used for dividing the carbonization process in the carbonization furnace in the specified carbon fiber production line into carbonization acquisition time points at intervals according to preset time length, further acquiring the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in the specified carbon fiber production line at each carbonization acquisition time point, and acquiring the weight and the roughness of raw materials before and after carbonization in the carbonization furnace in the specified carbon fiber production line;
the carbonization information analysis and confirmation module is used for analyzing the carbonization process corresponding to the specified carbon fiber production line, analyzing the quality of carbonized raw materials corresponding to the specified carbon fiber production line and further confirming the qualified condition of the carbonization quality corresponding to the specified carbon fiber production line;
the surface treatment information acquisition module is used for acquiring treatment information in surface treatment in a specified carbon fiber production line and apparent information of the carbon fiber after the surface treatment, wherein the treatment information comprises the pH value of electrolyte, the concentration of the electrolyte and the current, and the apparent information of the carbon fiber comprises roughness, the size of each groove and the distance between every two adjacent grooves;
the surface treatment analysis and confirmation module is used for analyzing the treatment information corresponding to the surface treatment in the specified carbon fiber production line, analyzing the quality of the carbon fiber corresponding to the specified carbon fiber production line and further confirming the qualified condition of the surface treatment result corresponding to the specified carbon fiber production line;
and the early warning terminal is used for respectively giving early warning prompts when the oxidation quality, the carbonization quality or the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
2. The on-line monitoring and analyzing system of the chemical fiber yarn production line process as claimed in claim 1, wherein: the oxidation process corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows:
substituting the oxidation time in an oxidation furnace in a specified carbon fiber production line, the temperature corresponding to each oxidation acquisition time point and the oxygen concentration into a calculation formula
In the method, a first oxidation quality coincidence index corresponding to a specified carbon fiber production line is obtained
Wherein Y represents an oxidation time in an oxidation furnace in a specified carbon fiber production line,
、
respectively representing the temperature and the oxygen concentration of an oxidation furnace in a specified carbon fiber production line at the t-th oxidation acquisition time point,
、
respectively setting a reference temperature and a reference oxygen concentration corresponding to the t-th oxidation acquisition time point of an oxidation furnace in a specified carbon fiber production line,
in order to set the reference oxidation time,
、
、
the weight factors are respectively corresponding to the set oxidation time, the temperature of the oxidation furnace and the oxygen concentration in the oxidation furnace, t represents the number corresponding to each oxidation acquisition time point,
。
3. the on-line monitoring and analyzing system for the chemical fiber yarn production line process as claimed in claim 2, wherein: the method comprises the following steps of analyzing the color of the oxidized raw material corresponding to the specified carbon fiber production line, wherein the specific analysis process comprises the following steps:
dividing the image of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line into sub-regions according to a preset size, and obtaining the hue, saturation and lightness corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line, so as to calculate and obtain the color coincidence index corresponding to the image of each sub-region of the oxidized raw material in the oxidation furnace in the specified carbon fiber production line;
according to the formula
Obtaining the raw material oxidation color coincidence index corresponding to the specified carbon fiber production line
Wherein, in the step (A),
、
respectively representing color conformity indexes corresponding to the i +1 th and i-th sub-area images of the oxidized raw material in an oxidation furnace in a specified carbon fiber production line,
in order for the set allowable color to meet the exponential difference,
i represents a number corresponding to each subarea image of the raw material oxidized in the oxidation furnace in the specified carbon fiber production line for the set correction factor corresponding to the oxidation color conforming index,
。
4. the on-line monitoring and analyzing system for the chemical fiber yarn production line process as claimed in claim 3, wherein: and confirming the qualified oxidation quality condition corresponding to the specified carbon fiber production line, wherein the specific confirmation process comprises the following steps:
the first oxidation quality corresponding to the appointed carbon fiber production line is in accordance with the index
And the oxidation color of the raw material meets the index
Substituting into a calculation formula
In the method, the oxidation quality coincidence index corresponding to the specified carbon fiber production line is obtained
Wherein
、
The weight factors are respectively corresponding to the set first oxidation quality coincidence index and the raw material oxidation color coincidence index;
and comparing the oxidation quality conformity index corresponding to the specified carbon fiber production line with the set standard oxidation quality conformity index, if the oxidation quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard oxidation quality conformity index, judging that the oxidation quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the oxidation quality corresponding to the specified carbon fiber production line is unqualified.
5. The on-line monitoring and analyzing system of the chemical fiber yarn production line process as claimed in claim 1, wherein: the carbonization process corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows:
substituting the temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration of the carbonization furnace in each carbonization acquisition time point in a specified carbon fiber production line into a calculation formula
In the method, a first carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
In which
、
、
、
Respectively indicates the carbonization furnace in the specified carbon fiber production line
The temperature, the nitrogen concentration, the hydrogen concentration and the oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
respectively in a set carbonization furnace
The reference temperature, the reference nitrogen concentration, the reference hydrogen concentration and the reference oxygen concentration corresponding to the carbonization acquisition time point,
、
、
、
respectively set weighting factors corresponding to the temperature of the carbonization furnace, the nitrogen concentration of the carbonization furnace, the hydrogen concentration of the carbonization furnace and the oxygen concentration of the carbonization furnace,
a number corresponding to each carbonization acquisition time point is shown,
and e is a natural constant.
6. The on-line monitoring and analyzing system of the chemical fiber yarn production line process according to claim 5, characterized in that: the quality of the carbonized raw material corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows:
substituting the weight and the roughness of the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line into a calculation formula
In the method, the carbonization quality conformity index of the raw material corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
、
respectively represents the weight of the raw material before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively showing the roughness corresponding to the raw materials before and after carbonization in a carbonization furnace in a specified carbon fiber production line,
、
respectively set weight reduction ratio and roughness reduction ratio of the carbonized raw material,
、
the weight factors are respectively corresponding to the set weight and roughness of the raw material.
7. The on-line monitoring and analyzing system of the chemical fiber yarn production line process according to claim 6, characterized in that: confirming the qualified carbonization quality condition corresponding to the specified carbon fiber production line specifically comprises the following steps:
the first carbonization quality corresponding to the appointed carbon fiber production line is in accordance with the index
According with the carbonization quality of raw materials
Substituting into a calculation formula
In the method, the carbonization quality conformity index corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
、
respectively setting a first carbonization quality coincidence index and a weight factor corresponding to the raw material carbonization quality coincidence index, wherein e is a natural constant;
and comparing the carbonization quality conformity index corresponding to the specified carbon fiber production line with a set standard carbonization quality conformity index, if the carbonization quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard carbonization quality conformity index, judging that the carbonization quality corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the carbonization quality corresponding to the specified carbon fiber production line is unqualified.
8. The on-line monitoring and analyzing system for the chemical fiber yarn production line process as claimed in claim 1, wherein: the processing information in the surface processing corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows:
substituting the pH value, electrolyte concentration and current of the electrolyte in the surface treatment of the specified carbon fiber production line into a calculation formula
In the method, the first surface treatment result corresponding to the specified carbon fiber production line is obtained and accords with the index
Wherein, in the process,
、
、
respectively specifying the pH value, electrolyte concentration and current of the electrolyte in the surface treatment in the carbon fiber production line,
、
、
respectively setting the pH value of the reference electrolyte, the concentration of the reference electrolyte and the reference current,
、
、
respectively setting the pH value difference, the concentration difference and the current difference of the allowable electrolyte,
、
、
the weight factors are respectively corresponding to the set pH value of the electrolyte, the electrolyte concentration and the current.
9. The on-line monitoring and analyzing system of the chemical fiber yarn production line process according to claim 8, characterized in that: the quality of the carbon fiber corresponding to the specified carbon fiber production line is analyzed, and the specific analysis process is as follows:
substituting the roughness corresponding to the carbon fiber after surface treatment in the specified carbon fiber production line, the size of each groove and the distance between every two adjacent grooves into a calculation formula
In the method, the quality conformity index of the carbon fiber corresponding to the specified carbon fiber production line is obtained
Wherein, in the step (A),
represents the roughness corresponding to the carbon fiber after surface treatment in a specified carbon fiber production line,
showing the corresponding dimension of the jth groove of the carbon fiber after surface treatment in the specified carbon fiber production line,
、
respectively representAppointing the space between the j +1 th groove and the j-th groove and the space between the j-th groove and the j-1 th groove of the carbon fiber after surface treatment in the carbon fiber production line,
、
respectively the size of a set standard groove and the space between standard adjacent grooves,
、
、
weight factors corresponding to the set roughness of the carbon fiber, the size of the groove and the distance between the grooves are respectively set, j represents the number corresponding to each groove,
。
10. the on-line monitoring and analyzing system for the chemical fiber yarn production line process as claimed in claim 9, wherein: the method comprises the following steps of confirming that a surface treatment result corresponding to a specified carbon fiber production line is qualified, and specifically confirming the following process:
the first surface treatment result corresponding to the appointed carbon fiber production line conforms to the index
The quality of the carbon fiber meets the index
Substituting into a calculation formula
In the method, the obtained surface treatment result corresponding to the specified carbon fiber production line conforms to the index
In which
、
Respectively corresponding weighting factors of the set first surface treatment result coincidence index and the carbon fiber quality coincidence index, wherein e is a natural constant;
and comparing the surface treatment production quality conformity index corresponding to the specified carbon fiber production line with a set standard surface treatment production quality conformity index, if the surface treatment production quality conformity index corresponding to the specified carbon fiber production line is greater than or equal to the standard surface treatment production quality conformity index, judging that the surface treatment result corresponding to the specified carbon fiber production line is qualified, otherwise, judging that the surface treatment result corresponding to the specified carbon fiber production line is unqualified.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211598537.3A CN115655382B (en) | 2022-12-14 | 2022-12-14 | Chemical fiber production line process on-line monitoring analysis system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211598537.3A CN115655382B (en) | 2022-12-14 | 2022-12-14 | Chemical fiber production line process on-line monitoring analysis system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN115655382A true CN115655382A (en) | 2023-01-31 |
| CN115655382B CN115655382B (en) | 2023-04-18 |
Family
ID=85023237
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211598537.3A Active CN115655382B (en) | 2022-12-14 | 2022-12-14 | Chemical fiber production line process on-line monitoring analysis system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115655382B (en) |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104532423A (en) * | 2015-01-15 | 2015-04-22 | 无锡北斗星通信息科技有限公司 | Yarn quality measurement and control method based on image recognition |
| CN214896906U (en) * | 2021-05-21 | 2021-11-26 | 浙江谦丝忆纺织科技有限公司 | Jacquard cloth production is with perching alarm device |
| CN114591091A (en) * | 2022-04-08 | 2022-06-07 | 南通恩普热能技术有限公司 | High-temperature-resistant polycrystalline heat-insulating fiber production device and process |
| CN216694909U (en) * | 2022-02-10 | 2022-06-07 | 福建玮晟机械有限公司 | Thickness monitoring device is used in stone paper production |
| CN114819627A (en) * | 2022-04-25 | 2022-07-29 | 武汉万驰机械设备租赁有限公司 | High-definition electronic screen production quality intelligent monitoring analysis system based on machine vision |
| CN115241091A (en) * | 2022-07-22 | 2022-10-25 | 成都郭李照明电器有限公司 | LED lamp production manufacturing process on-line monitoring analysis cloud platform based on industrial internet |
| CN115326137A (en) * | 2022-08-10 | 2022-11-11 | 成都锐和兴建材有限公司 | Commercial concrete production line process flow online monitoring management platform |
| CN115344016A (en) * | 2022-08-19 | 2022-11-15 | 成都明宏辉建材有限公司 | Steel production manufacturing process monitoring and analyzing cloud platform based on industrial Internet of things |
-
2022
- 2022-12-14 CN CN202211598537.3A patent/CN115655382B/en active Active
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104532423A (en) * | 2015-01-15 | 2015-04-22 | 无锡北斗星通信息科技有限公司 | Yarn quality measurement and control method based on image recognition |
| CN214896906U (en) * | 2021-05-21 | 2021-11-26 | 浙江谦丝忆纺织科技有限公司 | Jacquard cloth production is with perching alarm device |
| CN216694909U (en) * | 2022-02-10 | 2022-06-07 | 福建玮晟机械有限公司 | Thickness monitoring device is used in stone paper production |
| CN114591091A (en) * | 2022-04-08 | 2022-06-07 | 南通恩普热能技术有限公司 | High-temperature-resistant polycrystalline heat-insulating fiber production device and process |
| CN114819627A (en) * | 2022-04-25 | 2022-07-29 | 武汉万驰机械设备租赁有限公司 | High-definition electronic screen production quality intelligent monitoring analysis system based on machine vision |
| CN115241091A (en) * | 2022-07-22 | 2022-10-25 | 成都郭李照明电器有限公司 | LED lamp production manufacturing process on-line monitoring analysis cloud platform based on industrial internet |
| CN115326137A (en) * | 2022-08-10 | 2022-11-11 | 成都锐和兴建材有限公司 | Commercial concrete production line process flow online monitoring management platform |
| CN115344016A (en) * | 2022-08-19 | 2022-11-15 | 成都明宏辉建材有限公司 | Steel production manufacturing process monitoring and analyzing cloud platform based on industrial Internet of things |
Also Published As
| Publication number | Publication date |
|---|---|
| CN115655382B (en) | 2023-04-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107287650A (en) | A kind of electrolyte automatic regulating system and adjusting method | |
| JP2003530483A (en) | Method and apparatus for capturing, monitoring, displaying, and diagnosing operating parameters of an electrolyzer | |
| CN115940809A (en) | Solar panel fault detection method based on power data and visual analysis | |
| CN113065267A (en) | Tunnel crack detection and safety evaluation system | |
| CN115655382B (en) | Chemical fiber production line process on-line monitoring analysis system | |
| CN117353315B (en) | Device for controlling power generation voltage based on transient fluctuation of photovoltaic and wind power generation voltage | |
| CN117238388B (en) | Electroplating solution monitoring system for composite electroplating based on data analysis | |
| JP3022571B2 (en) | Redox flow battery and method of measuring charge / discharge depth of redox flow battery | |
| CN116740063B (en) | Glass fiber yarn production quality detection method based on machine vision | |
| CN116910655A (en) | Intelligent ammeter fault prediction method based on device measurement data | |
| CN115060320B (en) | Online monitoring and analyzing system for production quality of power lithium battery based on machine vision | |
| CN116413545A (en) | Method and system for evaluating electric energy quality of direct-current distribution network | |
| CN116451170A (en) | Power distribution network detection method based on multi-source heterogeneous data | |
| CN109904496A (en) | A method of the weighed catalyst load amount on fuel cell membrane electrode production line | |
| CN115392663A (en) | Data acquisition and processing method based on big data | |
| CN207946393U (en) | A kind of three electrode test system of original position | |
| CN117890214B (en) | Aluminum template quality inspection detection method based on machine vision | |
| CN115248217A (en) | Material performance detection and evaluation method based on image recognition | |
| CN114677062B (en) | Home textile fiber fabric production quality monitoring system | |
| CN212102125U (en) | Water quality online detection system of acidic oxidation potential water generator | |
| CN116976148B (en) | Method and system for monitoring ion content change in copper electrolysis process | |
| CN216411396U (en) | Portable special tool for detecting voltage of electrolytic cell | |
| CN108333165A (en) | The application method of All-in-One body instrument | |
| CN117194749A (en) | Visual scene fusion display method based on big data | |
| CN208266282U (en) | A kind of anode chlorine evolution potential automatic detection device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |