The influence of current profile and pulse parameters on droplet formation and transfer was investigated. One profile has an exponential ramp up and down in the current pulse shape, while the second is nearly square shaped. High-speed photography, synchronised with a high-speed data acquisition system, was used to monitor the droplet formation and transfer. It was found that for long-tail current profile, most of droplet formation and detachment occurs before background current is reached. While, for the nearly square pulse, most of droplet formation and transfer occurs during background current, giving a stable and smooth metal transfer. The arc attachment position was found to vary for the different profiles. Droplet speed was measured, and it was found that it is proportional to the peak current and inversely proportional to background current. Dimensionless process parameters were defined and used to predict droplet speed using a neural networks algorithm.
机构:
CNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, FranceCNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, France
Arlot, Sylvain
Celisse, Alain
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Univ Lille 1, CNRS, UMR 8524, Lab Math Paul Painleve, F-59655 Villeneuve, FranceCNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, France
机构:
Univ Roma Tor Vergata, Dept Econ & Terr, I-00133 Rome, ItalyUniv Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, Italy
Borra, Simone
Di Ciaccio, Agostino
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Univ Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, ItalyUniv Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, Italy
机构:
Univ Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, ItalyUniv Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, Italy
Gherardi, M.
Sanibondi, P.
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Univ Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, ItalyUniv Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, Italy
机构:
CNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, FranceCNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, France
Arlot, Sylvain
Celisse, Alain
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS, UMR 8524, Lab Math Paul Painleve, F-59655 Villeneuve, FranceCNRS, Willow Project Team, Lab Informat, CNRS ENS INRIA UMR 8548,Ecole Normale Super, 23 Ave Italie, F-75214 Paris 13, France
机构:
Univ Roma Tor Vergata, Dept Econ & Terr, I-00133 Rome, ItalyUniv Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, Italy
Borra, Simone
Di Ciaccio, Agostino
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, ItalyUniv Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, Italy
机构:
Univ Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, ItalyUniv Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, Italy
Gherardi, M.
Sanibondi, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, ItalyUniv Bologna, Alma Mater Studiorum, Dept Ind Engn DIN, I-40123 Bologna, Italy