TW201602949A - System and method for inspecting and analyzing steel coils - Google Patents

System and method for inspecting and analyzing steel coils Download PDF

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Publication number
TW201602949A
TW201602949A TW103123157A TW103123157A TW201602949A TW 201602949 A TW201602949 A TW 201602949A TW 103123157 A TW103123157 A TW 103123157A TW 103123157 A TW103123157 A TW 103123157A TW 201602949 A TW201602949 A TW 201602949A
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steel coil
inspection
list
coil
module
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TW103123157A
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Chinese (zh)
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TWI605408B (en
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楊詠宜
石俊超
楊金全
李柏毅
許栢榕
楊家誠
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中國鋼鐵股份有限公司
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

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Abstract

A system and a method for inspecting and analyzing steel coils are provided. The system includes a database and a hand-held device. The hand-held device includes a list display module, an input module, an image capture module and a network module. In the method for inspecting and analyzing steel coils, at first, the hand-held device is used to download a coil inspection list from the database. Then, the image capture module of the hand-held device is used to capture an image of a stored steel coil. Thereafter, a graphical coil position list and a coil defect list are generated in accordance with the content of the coil inspection list. Then, an inspection record list is generated in accordance with options clicked in the graphical coil position list and the coil defect list by the user. Thereafter, the coil image is attached to the inspection record list. Then, the network module is used to transmit the inspection record list.

Description

鋼捲檢驗分析系統與方法 Steel coil inspection analysis system and method

本發明是有關於一種鋼捲檢驗分析系統與方法,特別是有關於一種可提高檢驗便利性之鋼捲檢驗分析系統與方法。 The invention relates to a steel coil inspection and analysis system and method, in particular to a steel coil inspection and analysis system and method which can improve inspection convenience.

鋼鐵製品依製程溫度可分為冷軋鋼品和熱軋鋼品。熱軋鋼品是在高溫下經粗軋、精軋、層流冷卻、盤捲而生成之熱軋鋼捲。冷軋鋼品則是以熱軋粗鋼捲為材料經由酸洗、冷間軋延、退火、熱處理等製程所產出的冷軋鋼捲。無論是冷軋鋼捲或是熱軋鋼捲,這些鋼鐵製品在產出後都會被移至倉庫儲放。 Steel products can be divided into cold-rolled steel and hot-rolled steel according to process temperature. Hot-rolled steel is a hot-rolled steel coil which is formed by rough rolling, finish rolling, laminar cooling, and coiling at a high temperature. Cold-rolled steel products are cold-rolled steel coils produced by hot-rolling crude steel coils through pickling, cold rolling, annealing, heat treatment and the like. Whether it is cold-rolled coils or hot-rolled coils, these steel products are moved to warehouse storage after production.

這些鋼鐵製品被移至倉庫後,需要檢驗人員到倉庫的鋼捲儲區進行品質檢驗。然而,檢驗人員進行檢驗作業前需要從公司主電腦列印檢驗表,接著到達鋼捲儲區進行品質檢驗,然後再回辦公室將手寫的紀錄逐筆輸入至公司主電腦。如此的檢驗方式對檢驗人員而言,不僅費力也費時。 After these steel products are moved to the warehouse, the inspectors are required to go to the steel coil storage area of the warehouse for quality inspection. However, the inspector needs to print the inspection form from the company's main computer before conducting the inspection, then arrive at the steel coil storage area for quality inspection, and then return to the office to input the handwritten records to the company's main computer. Such an inspection method is not only laborious and time consuming for the inspector.

因此,需要一種新的鋼捲檢驗分析系統與方法來減少檢驗人員所耗費的時間與精力。 Therefore, there is a need for a new steel coil inspection analysis system and method to reduce the time and effort spent by inspectors.

本發明之一方面是在提供一種鋼捲檢驗分析系統與方法,其係利用手持式裝置來提供檢驗人員便利的鋼捲檢驗方式。 One aspect of the present invention is to provide a steel coil inspection analysis system and method that utilizes a hand-held device to provide a convenient steel coil inspection method for an inspector.

根據本發明之一實施例,此鋼捲檢驗分析系統包含資料庫以及手持式裝置。資料庫係用以儲存檢驗鋼捲清單。手持式裝置係用以從資料庫下載檢驗鋼捲清單,且包含表單顯示模組、輸入模組、影像擷取模組以及網路模組。表單顯示模組係用以顯示檢驗鋼捲清單。輸入模組係用以供使用者輸入檢驗結果至檢驗鋼捲清單。影像擷取模組係用以拍攝待檢驗鋼捲之鋼捲影像。網路模組係用以傳送或接收檢驗鋼捲清單。 According to one embodiment of the invention, the coil inspection analysis system includes a database and a handheld device. The database is used to store a list of inspection coils. The handheld device is used to download a checklist of steel coils from a database, and includes a form display module, an input module, an image capture module, and a network module. The form display module is used to display a list of inspection coils. The input module is used by the user to input the inspection result to the inspection coil list. The image capture module is used to capture the image of the steel coil of the steel coil to be inspected. The network module is used to transmit or receive a list of inspection coils.

根據本發明之一實施例,在此鋼捲檢驗分析方法中,首先利用手持式裝置來從資料庫下載檢驗鋼捲清單。然後,利用手持式裝置來進行清單處理步驟。在此清單處理步驟中,首先根據檢驗鋼捲清單之內容來產生圖形化鋼捲位置表以及鋼捲缺陷種類表。接著,根據使用者點選圖形化鋼捲位置表與鋼捲缺陷種類表中之選項,產生鋼捲檢驗紀錄清單。利用網路模組來傳送鋼捲檢驗紀錄清單。 According to an embodiment of the present invention, in the steel coil inspection and analysis method, the hand-held device is first used to download the inspection steel coil list from the database. The inventory processing step is then performed using a handheld device. In this list processing step, a graphical steel coil position table and a steel coil defect type table are first generated based on the contents of the inspection steel coil list. Next, a list of steel coil inspection records is generated according to the user's selection of the graphical steel coil position table and the option in the steel coil defect type table. Use the network module to transmit a list of steel coil inspection records.

為讓本發明之上述和其他目的、特徵、和優點能更明顯易懂,上文特舉數個較佳實施例,並配合所附圖式,作詳細說明如下:第1圖係繪示根據本發明實施例之鋼捲檢驗分析系統的架構示意圖。 The above and other objects, features, and advantages of the present invention will become more apparent and understood. Schematic diagram of the steel coil inspection and analysis system of the embodiment of the present invention.

第2圖係繪示根據本發明實施例之手持式裝置的功能 方塊示意圖。 2 is a diagram showing the function of a handheld device according to an embodiment of the present invention. Block diagram.

第3圖係繪示本發明實施例之鋼捲檢驗分析方法的流程示意圖。 FIG. 3 is a schematic flow chart showing a steel coil inspection and analysis method according to an embodiment of the present invention.

第4圖係繪示本發明實施例之圖形化鋼捲位置表的示意圖。 Figure 4 is a schematic view showing the position of the patterned steel coil in the embodiment of the present invention.

第5圖係繪示本發明實施例之鋼捲缺陷種類表的示意圖。 Fig. 5 is a schematic view showing a steel roll defect type table according to an embodiment of the present invention.

請參照第1圖,其係繪示根據本發明實施例之鋼捲檢驗分析系統100的架構示意圖。鋼捲檢驗分析系統100包含儲存表單之資料庫110以及手持式裝置120。資料庫110可為公司的總電腦或是其他存放表單之資料系統。手持式裝置120可供使用者透過網路下載檢驗鋼捲清單,以紀錄儲區鋼捲的狀態,例如檢驗103號鋼捲並紀錄是否有異常。在本實施例中,鋼捲檢驗分析系統100係利用基地台130來作為資料庫110與手持式裝置120之間的資料傳輸媒介,此基地台可為Wi-Fi基地台或其他網路協定的基地台。另外,當使用者填寫完檢驗鋼捲清單後,可將完成的檢驗結果上傳至串製程電腦140,以供製程人員參考。 Please refer to FIG. 1 , which is a schematic diagram showing the structure of a steel coil inspection and analysis system 100 according to an embodiment of the present invention. The coil inspection analysis system 100 includes a repository 110 for storing forms and a handheld device 120. The database 110 can be the company's total computer or other data system that stores the forms. The handheld device 120 allows the user to download a list of inspected steel coils through the network to record the status of the coils in the storage area, such as inspection of the No. 103 steel coil and recording for abnormalities. In this embodiment, the steel coil inspection and analysis system 100 utilizes the base station 130 as a data transmission medium between the database 110 and the handheld device 120. The base station can be a Wi-Fi base station or other network protocol. Base station. In addition, after the user fills out the inspection steel coil list, the completed inspection result can be uploaded to the serial processing computer 140 for reference by the process personnel.

請參照第2圖,其係繪示根據本發明實施例之手持式裝置120的功能方塊示意圖。手持式裝置120包含輸入模組121、表單處理模組123、表單顯示模組125、網路模組127以及影像擷取模組129。輸入模組121係用以供使用 者輸入指令來操作手持式裝置120。在本實施例中,使用者可透過輸入模組121來控制手持式裝置120,以透過網路模組127來下載檢驗鋼捲清單,並輸入檢驗結果至檢驗鋼捲清單。表單處理模組123可根據檢驗鋼捲清單的內容來產生圖形化鋼捲位置表以及鋼捲缺陷種類表,並利用表單顯示模組125來顯示檢驗鋼捲清單、圖形化鋼捲位置表或鋼捲缺陷種類表。在本實施例中,手持式裝置120還包含有影像擷取模組129。當使用者認為待檢驗鋼捲的狀況有需要以照片來紀錄時,使用者可利用影像擷取模組129來擷取待檢驗鋼捲的照片,並利用表單處理模組123將照片附加至表單上,以供製程人員分析鋼捲的異常狀況。 Please refer to FIG. 2, which is a functional block diagram of a handheld device 120 according to an embodiment of the present invention. The handheld device 120 includes an input module 121, a form processing module 123, a form display module 125, a network module 127, and an image capturing module 129. Input module 121 is for use The operator inputs instructions to operate the handheld device 120. In this embodiment, the user can control the handheld device 120 through the input module 121 to download the inspection steel coil list through the network module 127, and input the inspection result to the inspection steel coil list. The form processing module 123 can generate a graphical steel coil position table and a steel coil defect type table according to the contents of the inspection steel coil list, and use the form display module 125 to display the inspection steel coil list, the patterned steel coil position table or the steel. Volume defect category table. In the embodiment, the handheld device 120 further includes an image capturing module 129. When the user thinks that the condition of the steel coil to be inspected needs to be recorded by photo, the user can use the image capturing module 129 to take a photo of the steel coil to be inspected, and use the form processing module 123 to attach the photo to the form. Above, for the process personnel to analyze the abnormal condition of the steel coil.

請參照第3圖,其係繪示本發明實施例之鋼捲檢驗分析方法300的流程示意圖。在此鋼捲檢驗分析方法300中,首先進行步驟310,以利用手持式裝置120來從資料庫110下載檢驗鋼捲清單。在本實施例中,使用者可先到達待檢驗鋼捲的儲區位置後,再下載檢驗鋼捲清單。如此,使用者可先確認所在儲區是否存在待檢驗之鋼捲。接著,進行步驟320,以利用手持式裝置120來處理檢驗鋼捲清單,以方便使用者將檢驗結果填入檢驗鋼捲清單。 Please refer to FIG. 3 , which is a schematic flow chart of a steel coil inspection and analysis method 300 according to an embodiment of the present invention. In this coil inspection analysis method 300, step 310 is first performed to download the inspection coil list from the repository 110 using the handheld device 120. In this embodiment, the user can first reach the storage location of the steel coil to be inspected, and then download the inspection steel coil list. In this way, the user can first confirm whether there is a steel coil to be inspected in the storage area. Next, step 320 is performed to process the inspection steel coil list by using the hand-held device 120, so that the user can fill the inspection result into the inspection steel coil list.

在清單處理步驟320中,首先進行步驟322,以根據檢驗鋼捲清單之內容來產生圖形化鋼捲位置表以及鋼捲缺陷種類表。圖形化鋼捲位置表400係用以表示儲區內鋼捲的位置,如第4圖所示。鋼捲缺陷種類表500則是以選項的方式來供使用者快速輸入鋼捲缺陷的種類,如第5圖 所示。在本實施例中,手持式裝置120之輸入模組121為觸控模組,因此使用者可在輸入模組121上進行點選以選擇要輸入的資訊。接著,進行判斷步驟324,以判斷是否需要拍攝鋼捲影像。若否,則進行步驟326,以根據使用者點選圖形化鋼捲位置表400與鋼捲缺陷種類表500中之選項,來產生檢驗完成之鋼捲檢驗紀錄清單。 In the list processing step 320, step 322 is first performed to generate a graphical coil position table and a steel coil defect type table based on the contents of the inspection coil list. The graphical coil position table 400 is used to indicate the position of the coil in the reservoir, as shown in FIG. The steel coil defect type table 500 is an option for the user to quickly input the type of steel coil defect, as shown in Fig. 5. Shown. In this embodiment, the input module 121 of the handheld device 120 is a touch module, so the user can click on the input module 121 to select the information to be input. Next, a decision step 324 is performed to determine if a steel roll image needs to be taken. If not, step 326 is performed to generate a list of inspection records for the completed steel coil according to the user's selection of the options in the graphical coil position table 400 and the coil defect type table 500.

舉例而言,當手持式裝置120之表單顯示模組125(例如液晶顯示器)顯示圖形化鋼捲位置表400時,使用者可藉由點選圖形化鋼捲位置表400上的鋼捲圖案SR來選擇要進行檢驗的鋼捲。由於圖形化鋼捲位置表400上的鋼捲圖案SR係根據儲區鋼捲實際擺放的位置來安排,故使用者可以很容易地選取進行檢驗的鋼捲。另外,為了顯示鋼捲的溫度,本實施例之鋼捲圖案SR亦可使用不同的顏色(例如紅色和白色)來表示溫度,以警示使用者。當使用者點選了要進行檢驗的鋼捲圖案,表單顯示模組125會顯示鋼捲缺陷種類表500,以供使用者根據檢驗的結果來輸入待檢驗鋼捲的檢驗結果。在本實施例中,鋼捲缺陷種類係以多個選項來表示,例如判定區選項和缺陷種類選項,以方便使用者點擊這些選項來輸入檢驗結果。 For example, when the form display module 125 (eg, liquid crystal display) of the handheld device 120 displays the graphical steel coil position table 400, the user can select the steel coil pattern SR on the patterned steel coil position table 400 by clicking. To select the steel coil to be inspected. Since the coil pattern SR on the patterned coil position table 400 is arranged according to the actual position of the storage coil, the user can easily select the coil to be inspected. In addition, in order to display the temperature of the steel coil, the steel coil pattern SR of the present embodiment may also use different colors (for example, red and white) to indicate the temperature to alert the user. When the user selects the steel coil pattern to be inspected, the form display module 125 displays the steel coil defect type table 500 for the user to input the inspection result of the steel coil to be inspected according to the result of the inspection. In this embodiment, the type of steel coil defect is represented by a plurality of options, such as a determination zone option and a defect type option, so that the user can click on these options to input the inspection result.

另外,圖形化鋼捲位置表400亦可具有「缺陷圖」之功能選項。若使用者認為鋼捲的缺陷需要以照片來紀錄時,可進行步驟328,以利用手持式裝置120之影像擷取模組129來拍攝鋼捲的異常狀況。此影像可附加在鋼捲檢驗紀錄清單中以供製程人員查看。 In addition, the graphical coil position table 400 may also have the function option of "defect map". If the user believes that the defect of the steel coil needs to be recorded by photo, step 328 may be performed to capture the abnormal condition of the steel coil by using the image capturing module 129 of the handheld device 120. This image can be attached to the steel coil inspection record list for inspection by the process personnel.

當鋼捲檢驗紀錄清單完成後,進行步驟330,以利用手持式裝置120之網路模組127來將鋼捲檢驗紀錄清單上傳至串製程電腦140,如此製程人員可從串製程電腦140中的鋼捲檢驗紀錄清單得知鋼捲的異常狀況,並對製程進行適當的調整。 After the steel coil inspection record list is completed, step 330 is performed to upload the steel coil inspection record list to the serial processing computer 140 by using the network module 127 of the handheld device 120, so that the process personnel can be from the serial processing computer 140. The steel coil inspection record list knows the abnormal condition of the steel coil and makes appropriate adjustments to the process.

由上述說明可知,本發明實施例之鋼捲檢驗分析系統與方法係利用手持式裝置120來提供檢驗人員便利的鋼捲檢驗方式。檢驗人員僅需在鋼捲儲區進行表單填選即可完成鋼捲檢驗的工作。如此不但可大量減少檢驗人員所耗費的時間與精力,也可避免檢驗人員長時間待在鋼捲儲區而產生危險。 As can be seen from the above description, the steel coil inspection and analysis system and method of the embodiment of the present invention utilizes the hand-held device 120 to provide a convenient steel coil inspection method for the inspector. The inspector only needs to fill out the form in the coil storage area to complete the inspection of the coil. This not only greatly reduces the time and effort spent by the inspectors, but also avoids the danger of inspectors staying in the steel coil storage area for a long time.

雖然本發明已以數個實施例揭露如上,然其並非用以限定本發明,在本發明所屬技術領域中任何具有通常知識者,在不脫離本發明之精神和範圍內,當可作各種之更動與潤飾,因此本發明之保護範圍當視後附之申請專利範圍所界定者為準。 While the invention has been described above in terms of several embodiments, it is not intended to limit the scope of the invention, and the invention may be practiced in various embodiments without departing from the spirit and scope of the invention. The scope of protection of the present invention is defined by the scope of the appended claims.

100‧‧‧檢驗分析系統 100‧‧‧Inspection and Analysis System

110‧‧‧資料庫 110‧‧‧Database

120‧‧‧手持式裝置 120‧‧‧Handheld device

121‧‧‧輸入模組 121‧‧‧Input module

123‧‧‧表單處理模組 123‧‧‧Form Processing Module

125‧‧‧表單顯示模組 125‧‧‧Form display module

127‧‧‧網路模組 127‧‧‧Network Module

129‧‧‧影像擷取模組 129‧‧‧Image capture module

130‧‧‧基地台 130‧‧‧Base station

140‧‧‧串製程電腦 140‧‧‧String computer

300‧‧‧鋼捲檢驗分析方法 300‧‧‧Steel coil inspection analysis method

310、320、322、324、326、328;330‧‧‧步驟 310, 320, 322, 324, 326, 328; 330‧‧ steps

400‧‧‧圖形化鋼捲位置表 400‧‧‧Graphic steel coil position table

500‧‧‧鋼捲缺陷種類表 500‧‧‧Steel Roll Defect Category

SR‧‧‧鋼捲圖案 SR‧‧‧Steel coil pattern

100‧‧‧檢驗分析系統 100‧‧‧Inspection and Analysis System

110‧‧‧資料庫 110‧‧‧Database

120‧‧‧手持式裝置 120‧‧‧Handheld device

130‧‧‧基地台 130‧‧‧Base station

140‧‧‧串製程電腦 140‧‧‧String computer

Claims (10)

一種鋼捲檢驗分析系統,包含:一資料庫,用以儲存一檢驗鋼捲清單;以及一手持式裝置,用以從該資料庫下載該檢驗鋼捲清單,其中該手持式裝置包含:一表單顯示模組,用以顯示該檢驗鋼捲清單;一輸入模組,用以供使用者輸入一檢驗結果至該檢驗鋼捲清單;一影像擷取模組,用以拍攝一待檢驗鋼捲之一鋼捲影像;以及一網路模組,用以傳送或接收該檢驗鋼捲清單。 A steel coil inspection and analysis system includes: a database for storing a list of inspection steel coils; and a handheld device for downloading the inspection steel coil list from the database, wherein the handheld device comprises: a form a display module for displaying the list of inspection steel coils; an input module for the user to input a test result to the inspection steel coil list; and an image capture module for photographing a steel coil to be inspected a steel coil image; and a network module for transmitting or receiving the inspection steel coil list. 如請求項第1項所述之鋼捲檢驗分析系統,其中該網路模組為Wi-Fi資料傳輸模組。 The steel coil inspection and analysis system of claim 1, wherein the network module is a Wi-Fi data transmission module. 如請求項第1項所述之鋼捲檢驗分析系統,其中該輸入模組為觸控輸入模組。 The steel coil inspection and analysis system of claim 1, wherein the input module is a touch input module. 如請求項第1項所述之鋼捲檢驗分析系統,其中該手持式裝置更包含一表單處理模組,用以將該鋼捲影像附加至該檢驗鋼捲清單中。 The steel coil inspection and analysis system of claim 1, wherein the handheld device further comprises a form processing module for attaching the steel coil image to the inspection steel coil list. 一種鋼捲檢驗分析方法,包含:利用一手持式裝置來從一資料庫下載一檢驗鋼捲清 單;以及利用該手持式裝置來進行一清單處理步驟,包含:根據該檢驗鋼捲清單之內容來產生一圖形化鋼捲位置表以及一鋼捲缺陷種類表;根據使用者點選該圖形化鋼捲位置表與該鋼捲缺陷種類表中之選項,產生一鋼捲檢驗紀錄清單;以及利用一網路模組來傳送該鋼捲檢驗紀錄清單。 A steel coil inspection and analysis method comprises: using a handheld device to download a test steel coil from a database And performing a list processing step by using the handheld device, comprising: generating a graphical steel coil position table and a steel coil defect type table according to the content of the inspection steel coil list; and selecting the graphic according to the user The coil position table and the option in the coil defect type table generate a list of steel coil inspection records; and use a network module to transmit the steel coil inspection record list. 如請求項第5項所述之鋼捲檢驗分析方法,其中該網路模組為Wi-Fi資料傳輸模組。 The steel coil inspection and analysis method according to Item 5 of the claim, wherein the network module is a Wi-Fi data transmission module. 如請求項第5項所述之鋼捲檢驗分析方法,其中該手持式裝置包含一觸控輸入模組,以供使用者點選該圖形化鋼捲位置表與該鋼捲缺陷種類表中之選項。 The steel coil inspection and analysis method according to Item 5, wherein the handheld device comprises a touch input module for the user to select the graphical steel coil position table and the steel coil defect type table. Option. 如請求項第5項所述之鋼捲檢驗分析方法,其中該圖形化鋼捲位置表包含複數個鋼捲位置選項。 The steel coil inspection analysis method of claim 5, wherein the graphical steel coil position table comprises a plurality of steel coil position options. 如請求項第5項所述之鋼捲檢驗分析方法,其中該鋼捲缺陷種類表包含判定區選項以及缺陷種類選項。 The steel coil inspection analysis method according to Item 5 of the claim, wherein the steel coil defect type table includes a determination zone option and a defect type option. 如請求項第5項所述之鋼捲檢驗分析方法,更包含:利用該手持式裝置來拍攝一待檢驗鋼捲之一鋼捲影像;以及將該鋼捲影像附加至該鋼捲檢驗紀錄清單。 The steel coil inspection and analysis method according to claim 5, further comprising: using the handheld device to take an image of a steel coil of a steel coil to be inspected; and attaching the steel coil image to the steel coil inspection record list .
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109816645A (en) * 2019-01-18 2019-05-28 创新奇智(广州)科技有限公司 A kind of automatic testing method of coil of strip loose winding
CN113269759A (en) * 2021-05-28 2021-08-17 中冶赛迪重庆信息技术有限公司 Steel coil information detection method, system, medium and terminal based on image recognition
TWI766592B (en) * 2021-02-24 2022-06-01 中國鋼鐵股份有限公司 Hot-rolled steel strip surface milling information system

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109816645A (en) * 2019-01-18 2019-05-28 创新奇智(广州)科技有限公司 A kind of automatic testing method of coil of strip loose winding
CN109816645B (en) * 2019-01-18 2020-11-17 创新奇智(广州)科技有限公司 Automatic detection method for steel coil loosening
TWI766592B (en) * 2021-02-24 2022-06-01 中國鋼鐵股份有限公司 Hot-rolled steel strip surface milling information system
CN113269759A (en) * 2021-05-28 2021-08-17 中冶赛迪重庆信息技术有限公司 Steel coil information detection method, system, medium and terminal based on image recognition

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