[1]曹 笈,曹國富.焊管智造AI+高頻直縫焊管制造的構想[J].焊管,2020,43(1):49-56.[doi:10.19291/j.cnki.1001-3938.2020.01.010]
 CAO Ji,CAO Guofu.Idea of AI+ High Frequency Straight Seam Welded Pipe Manufacturing[J].,2020,43(1):49-56.[doi:10.19291/j.cnki.1001-3938.2020.01.010]
點擊復制

焊管智造AI+高頻直縫焊管制造的構想()
分享到:

《焊管》[ISSN:1001-3938/CN:61-1160/TE]

卷:
43
期數:
2020年第1期
頁碼:
49-56
欄目:
工藝與設備
出版日期:
2020-01-28

文章信息/Info

Title:
Idea of AI+ High Frequency Straight Seam Welded Pipe Manufacturing
文章編號:
10.19291/j.cnki.1001-3938.2020.01.010
作者:
曹 笈 曹國富
南京凱博樂教育咨詢有限公司, 南京 210000
Author(s):
CAO Ji CAO Guofu
Nanjing Camplus Education and Consulting Co., Ltd., Nanjing 210000,China
關鍵詞:
高頻直縫焊管人工智能Agent應用難點
Keywords:
high frequency straight seam welded pipeartificial intelligenceagentapplication difficulty
分類號:
TG334.9
DOI:
10.19291/j.cnki.1001-3938.2020.01.010
文獻標志碼:
B
摘要:
通過分析高頻直縫焊管生產工藝的控制現狀,指出“AI+高頻直縫焊管制造”(簡稱焊管智造AI)必將成為未來焊管制造的發展方向與焊管行業產業升級的助推器,據此提出在高頻直縫焊管制造中引入人工智能的初步構想。結合焊管制造流程闡述了植入人工智能的難點和Agent應具備的特性,從機組精度、管坯精度、從業人員素質、算法模型、感知手段和生產工藝具有成組技術特征等方面論證了應用的可行性,并從市場角度說明了焊管智造AI的應用前景。
Abstract:
Based on the analysis of the control status of the production process of high-frequency straight seam welded pipe, it is pointed out that "AI + high-frequency straight seam welded pipe manufacturing" (abbreviated as intelligent manufacturing AI of the welded pipe) will become the development direction of the future welded pipe manufacturing and the booster of the industrial upgrading of the welded pipe industry. According to this,the preliminary idea of the introducing artificial intelligence into the manufacturing of high-frequency straight seam welded pipe is put forward. Combining with the manufacturing process of the welded pipe, this paper expounds the difficulties of implanting artificial intelligence and the characteristics that agent should have,and demonstrates the feasibility of application from the aspects of the unit precision,tube blank precision, employee quality,algorithm model, perception means and group technology characteristics of production process,and explains the wide application prospect of the welded pipe intelligent manufacturing AI from the perspective of market.

參考文獻/References:

[1] 曹國富,曹笈. 高頻直縫焊管理論與實踐[M]. 北京:冶金工業出版社,2016.
[2] 錢顯毅. 傳感器原理與檢測技術[M]. 北京:機械工業出版社,2011.
[3] 曹國富. 直縫焊管用軋輥虛擬制造技術[J]. 焊管,2016(6):34-37.
[4] 武昌俊. 自動檢測技術及應用[M]. 北京:機械工業出版社,2010.
[5] 史忠植. 人工智能[M]. 北京:機械工業出版社,2016.
[6] 曹國富,曹麗珠. 高頻焊鋁合金冷凝器集流管線能量的研究[J]. 有色金屬材料與工程,2018(5):39-45.
[7] PETER HARRINGTON. 機器學習實戰[M]. 李銳,李鵬,曲亞東,等譯. 北京:人民郵電出版社,2013.
[8] 曹國富,曹麗珠. 冷凝器用鋁合金復合高頻焊管焊縫泄露原因分析及控制[J]. 焊管,2017(10):44-51.
[9] 曹國富. 管坯寬度數學模型[J]. 焊管,1998(3):15-19.
[10] 尹朝慶. 人工智能與專家系統[M]. 北京:中國水利水電出版社,2009.
[11] 高濟. 人工智能基礎[M]. 北京:高等教育出版社,2004.
[12] 張洪潤,張亞凡,鄧洪敏. 傳感器原理及應用[M]. 北京:清華大學出版社,2008.
[13] 魏學業,周永華,祝天龍. 傳感器應用技術及其范例[M]. 北京:清華大學出版社,2015.
[14] 曹國富. 定徑輥磨損機理及半包容孔型[J]. 上海金屬,1997,19(3):18-22.
[15] 呂立華. 金屬塑性變形與軋制原理[M]. 北京:化學工業出版社,2006.

相似文獻/References:

[1]李勇偉.高強度低碳貝氏體鋼管的研制及在東海大橋的應用[J].焊管,2008,31(2):37.[doi:1001-3938(2008)02-0037-03]
 LI Yong-wei.Research and Development of High Strength Low Carbon Bainitic Steel Pipe & Its Application in Donghai Bridge[J].,2008,31(1):37.[doi:1001-3938(2008)02-0037-03]
[2]王海峰,張新民.HFW630焊管生產線內毛刺清除裝置的改造[J].焊管,2009,32(11):43.[doi:1001-3938(2009)11-0043-03]
 WANG Hai-feng,ZHANG Xin-min.Inside Burrs Cleaning Device Improvement of HFW630 Pipe Production Line[J].,2009,32(1):43.[doi:1001-3938(2009)11-0043-03]
[3]李國昌.冷彎成形分析中特征有限條與特征Agent篩選研究[J].焊管,2011,34(7):14.
[4]韓子元,杜廣來,祁云祥,等.高頻直縫焊管內毛刺清除裝置設計改進[J].焊管,2011,34(7):55.
[5]陳世民,陳俊軍,蔣東紅,等.高頻直縫焊管生產線雙向收集裝置的設計與應用[J].焊管,2012,35(6):40.[doi:1001-3938(2012)06-0040-03]
 CHEN Shi-min,CHEN Jun-jun,JIANG Dong-hong,et al.Design and Application of Bidirectional Collected Device for SAWL Pipe Production Line[J].,2012,35(1):40.[doi:1001-3938(2012)06-0040-03]
[6]楊仙,武雙杰,高金燕.冷彎焊管成型軋輥虛擬制造系統的研究[J].焊管,2013,36(7):11.[doi:1001-3938(2013)07-0011-03]
 YANG Xian,WU Shuangjie,GAO Jinyan.Research on Virtual Manufacturing System of Cold-bending and Welded Pipe Forming Roller[J].,2013,36(1):11.[doi:1001-3938(2013)07-0011-03]
[7]李國昌,楊 仙.冷彎成型的智能化方法研究[J].焊管,2013,36(8):25.[doi:1001-3938(2013)08-0003-25]
 LI Guochang,YANG Xian.Research on Cold Roll Forming Intellectualization Methods[J].,2013,36(1):25.[doi:1001-3938(2013)08-0003-25]
[8]吳鵬飛.高頻直縫焊管內毛刺清除裝置液壓系統的分析與改進[J].焊管,2014,37(4):43.[doi:1001-3938(2014)04-0043-04]
 WU Pengfei.Analysis and Improvement for Inside Burr Removing Device Hydraulic System of High-frequency Longitudinal Welded Pipe[J].,2014,37(1):43.[doi:1001-3938(2014)04-0043-04]
[9]劉愛民,劉法濤.影響高頻直縫焊管工藝要素的分析[J].焊管,2015,38(11):29.[doi:1001-3938(2015)11-0029-04]
 LIU Aimin,LIU Fatao.Analysis of Basic Elements that Influence HFW Pipes Technology[J].,2015,38(1):29.[doi:1001-3938(2015)11-0029-04]
[10]康 繼.高頻直縫焊管在線焊縫質量快速測評與診斷[J].焊管,2017,40(9):43.[doi:10.19291/j.cnki.1001-3938.2017.09.010]
 KANG Ji.Rapid Evaluation and Diagnosis of Online Weld Quality for High-frequency Longitudinal Welded Pipe[J].,2017,40(1):43.[doi:10.19291/j.cnki.1001-3938.2017.09.010]

備注/Memo

備注/Memo:

收稿日期:2019-06-30

作者簡介:曹 笈(1982—),博士,主要研究方向為微電子技術。

更新日期/Last Update: 2020-02-21
陕西快乐十分前三直走势图