Real-time tracking and alignment of the welding torch with the center of the weld seam are critical for automatic root pass welding of medium-thick plates. However, assembly errors, heat input, and interference from droplets on the arc signal cause real-time changes in the weld seam and gap, making real-time tracking of root pass welding with a variable gap highly challenging. In this study, we propose a tracking method of root pass welding with variable gap based on the magnetically controlled arc sensor. First, a coded magnetically controlled arc sensor was developed for the acquisition of weld seam information. Secondly, combined with the simplified model of arc scanning welds, an arc signal compensation method of selectively taking the average based on the Ransac algorithm was proposed. Finally, we proposed an optimized weld deviation detection method by combining the mathematical model of magnetically controlled arc oscillation with the mathematical model of droplet transition size and frequency under the influence of an alternating magnetic field. Weld deviation detection was performed using the compensated arc signal combined with the positioning information provided by the excitation current coding sequence. The experiment results showed that the maximum detection errors in the Y-axis and Z-axis directions do not exceed 0.40 mm and 0.23 mm, respectively. Our proposed method can effectively track the weld seam of root pass welding with a variable gap.
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Ma, Yunkai
Fan, Junfeng
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Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Fan, Junfeng
Deng, Sai
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Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Deng, Sai
Luo, Yu
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Beijing Inst Petrochem Technol, Beijing 102617, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Luo, Yu
Ma, Xihong
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Yanmei Blue Sky Clean Energy Co Ltd, Zoucheng 273500, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Ma, Xihong
Jing, Fengshui
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Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Jing, Fengshui
Tan, Min
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Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Jiangsu Modern Shipbldg Technol Co Ltd, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Li, Wenhang
Gao, Kai
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机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Gao, Kai
Wu, Jing
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机构:
Univ Tennessee, Dept Mech Engn Aerosp & Biomed Engn, Knoxville, TN 37996 USAJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Wu, Jing
Hu, Ting
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机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Hu, Ting
Wang, Jiayou
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机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Ma, Yunkai
Fan, Junfeng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Fan, Junfeng
Deng, Sai
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Deng, Sai
Luo, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Petrochem Technol, Beijing 102617, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Luo, Yu
Ma, Xihong
论文数: 0引用数: 0
h-index: 0
机构:
Yanmei Blue Sky Clean Energy Co Ltd, Zoucheng 273500, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Ma, Xihong
Jing, Fengshui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Jing, Fengshui
Tan, Min
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Jiangsu Modern Shipbldg Technol Co Ltd, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Li, Wenhang
Gao, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Gao, Kai
Wu, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tennessee, Dept Mech Engn Aerosp & Biomed Engn, Knoxville, TN 37996 USAJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Wu, Jing
Hu, Ting
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China
Hu, Ting
Wang, Jiayou
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R ChinaJiangsu Univ Sci & Technol, Sch Mat Sci & Engn, Zhenjiang 212003, Peoples R China