Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Metallurgical and Materials Transactions A
Erschienen in: Metallurgical and Materials Transactions A 7/2021

15.05.2021 | Original Research Article

The High-Strain-Rate Constitutive Behavior and Shear Response of Pure Magnesium and AZ31B Magnesium Alloy

verfasst von: E. K. Cerreta, S. J. Fensin, S. J. Perez-Bergquist, C. P. Trujillo, B. M. Morrow, M. F. Lopez, C. J. Roach, S. N. Mathaudhu, V. Anghel, G. T. Gray III

Erschienen in: Metallurgical and Materials Transactions A | Ausgabe 7/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The high-strain-rate response of pure magnesium and AZ31B magnesium alloy is examined in compression and in a forced shear-loading top-hat configurations. Compression specimens loaded in the direction normal to the plane of the rolled plate (TT) display higher-strain-rate sensitivity than specimens that were loaded within the plane of the rolled plate (IP). This effect is more pronounced for pure magnesium as compared to the alloy, due to increased twinning in the IP direction as compared to the TT. Additionally, top-hat shear specimens loaded at high strain rates are observed to display stable deformation during loading, and the development of adiabatic shear bands is not observed. We hypothesize that this result is due to adiabatic heating during deformation, which enhanced the contribution of slip, lessened the role twinning, and possibly activated dynamic recrystallization processes, thus, preventing the formation of distinct shear bands.
Vorheriger Artikel Revealing the Effect of Microstructural Inheritance in 1.5 GPa Hot-Rolled Ultrahigh Strength Q&P Steels
Nächster Artikel Machine Learning Hot Deformation Behavior of Nb Micro-alloyed Steels and Its Extrapolation to Dynamic Recrystallization Kinetics

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren
Literatur
1.
M. Easton, A. Beer, M. Barnett, C. Davies, G. Dunlop, Y. Durandet, S. Blacket, T. Hilditch, and P. Beggs: JOM-US., 2008, vol. 60, p. 57.CrossRef
2.
S.R. Agnew: J. Met., 2004, vol. 56, pp. 20–1.
3.
T. Hilditch, D. Atwell, M. Easton, and M. Barnett: Mater. Des., 2009, vol. 30, pp. 2316–22.CrossRef
4.
M.G. Lee, R.H. Wagoner, J.K. Lee, K. Chung, and H.Y. Kim: Int. J. Plasticity., 2008, vol. 24, pp. 545–82.CrossRef
5.
J.W. Christian and S. Mahajan: Prog. Mater. Sci., 1995, vol. 39, pp. 1–157.CrossRef
6.
E.W. Kelley and W.F. Hosford: Trans. AIME., 1968, vol. 242, pp. 5–13.
7.
D.H. Avery and W.F. Hosford: Trans. AIME., 1965, vol. 233, pp. 71–8.
8.
M.H. Yoo and J.K. Lee: Philos. Mag. A. Phys. Condens. Matter Defects Mech. Prop., 1991, vol. 63, pp. 987–1000.
9.
A. Akhtar and A. Teghtsoonian: Acta Metall., 1971, vol. 19, pp. 655–63.CrossRef
10.
U.F. Kocks and D.G. Westlake: Trans. Metall. Soc. AIME., 1967, vol. 239, pp. 1107–9.
11.
I.J. Beyerlein, L. Capolungo, P.E. Marshall, R.J. McCabe, and C.N. Tome: Philos. Mag., 2010, vol. 90, pp. 4073–4.CrossRef
12.
B.M. Morrow, R.W. Kozar, K.R. Anderson, and M.J. Mills: Acta Mater., 2013, vol. 61, pp. 4452–60.CrossRef
13.
B.M. Morrow, E.K. Cerreta, R.J. McCabe, and C.M. Tomé: Mater. Sci. Eng., A., 2014, vol. 613, pp. 365–71.CrossRef
14.
E Lilleodden, L. Mosler, M. Homayonifar, M. Nebebe, G. Kim, and N. Huber: in Magnesium Technology, ed. W.H. Sillekens, S.R. Agnew, N.R. Neelameggham, and S.N. Mathaudhu, Wiley Online Library, 2011.
15.
X.Y. Lou, M. Li, R.K. Boger, S.R. Agnew, and R.H. Wagoner: Int. J. Plasticity., 2007, vol. 323, pp. 44–86.CrossRef
16.
M.H. Yoo, J.R. Morris, K.M. Ho, and S.R. Agnew: Metall. Mater. Trans. A., 2002, vol. 33A, pp. 812–22.
17.
S.R. Agnew, C.N. Tome, D.W. Brown, T.M. Holden, and S.C. Vogel: Scripta Mater., 2003, vol. 48, pp. 1003–8.CrossRef
18.
19.
E. Reed-Hill and W.D. Robertson: Acta Mater., 1957, vol. 5, pp. 728–37.CrossRef
20.
H. Yohinaga and R. Horiuchi: Mater. Trans. JIM., 1963, vol. 4, pp. 134–41.CrossRef
21.
22.
A. Jain, O. Duygulu, D.W. Brown, C.N. Tome, and S.R. Agnew: Mater. Sci. Eng. A., 2008, vol. 486, pp. 545–55.CrossRef
23.
Q. Dai, D. Zhang, and X. Chen: Mater. Des., 2011, vol. 32, pp. 5004–9.CrossRef
24.
C.D. Barrett, M.A. Tschopp, H. El Kadiri, and B. Li: in TMS, ed. W.H. Sillekens, S.R. Agnew, N.R. Neelameggham, and S.N. Mathaudhu, Wiley Online Library, 2011.
25.
R. Korla and A.H. Chokshi: Scripta Mater., 2010, vol. 63, pp. 913–6.CrossRef
26.
H. Watanabe and K. Ishikawa: Mater. Sci. Eng. A., 2009, vol. 523, pp. 304–11.CrossRef
27.
I. Ulacia, N.V. Dudamell, F. Gálvez, S. Yi, M.T. Pérez-Prado, and I. Hurtado: Acta Mater., 2010, vol. 58, pp. 2988–98.CrossRef
28.
E. Karimi, A. Zarei-Hanzaki, M.H. Pishbin, H.R. Abedi, and P. Changizian: Mater. Des., 2013, vol. 49, pp. 173–80.CrossRef
29.
A.S. Khan, A. Pandey, T. Gnäupel-Herold, and R.K. Mishra: Int. J. Plasticity., 2011, vol. 27, pp. 688–706.CrossRef
30.
S. Kurukuri, M.J. Worswick, D.G. Tari, R.K. Mishra, and J.T. Carter: Philos. Trans. R. Soc. A Math. Phys. Eng. Sci., 2014, vol. 372, p. 20130216.
31.
A. Pandey, F. Kabirian, J.-H. Hwang, S.-H. Choi, and A.S. Khan: Int. J. Plasticity., 2015, vol. 68, pp. 111–31.CrossRef
32.
R.A. Lebensohn and C.N. Tome: Philos. Mag. A Phys. Condens. Matter Defects Mech. Prop., 1991, vol. 63, pp. 1116–1116.
33.
A. Staroselsky and L. Anand: Int. J. Plasticity., 2003, vol. 19, pp. 1843–64.CrossRef
34.
T. Mayama, K. Ohashi, K. Higashida and Y. Kawamura, In TMS, ed. W.H. Sillekens, S.R. Agnew, N.R. Neelameggham, and S.N. Mathaudhu, Wiley Online Library, 2011.
35.
Y. Tadano: in TMS, ed. W.H. Sillekens, S.R. Agnew, N.R. Neelameggham, and S.N. Mathaudhu, Wiley Online Library, 2011.
36.
M. Knezevic, A. Levinson, R. Harris, R.K. Mishra, R.D. Doherty, and S.R. Kalidindi: Acta Mater., 2010, vol. 58, pp. 6230–42.CrossRef
37.
S.R. Agnew and O. Duygulu: Int. J. Plasticity., 2005, vol. 21, pp. 1161–93.CrossRef
38.
G. Proust, C.N. Tomé, A. Jain, and S.R. Agnew: Int. J. Plasticity., 2009, vol. 25, pp. 861–80.CrossRef
39.
L. Li, O. Muránsky, E.A. Flores-Johnson, S. Kabra, L. Shen, and G. Proust: Mater. Sci. Eng. A., 2017, vol. 684, pp. 37–46.CrossRef
40.
F. Kabirian, A.S. Khan, and T. Gnäupel-Herlod: Int. J. Plasticity., 2015, vol. 68, pp. 1–20.CrossRef
41.
M. Al-Maharbi, I. Karaman, I. J. Beyerlein, D. Foley, K.T. Hartwig, L.J. Kecskes, and S.N. Mathaudhu: Mater. Sci. Eng. A, 2011, vol. 528, pp. 7616–27.
42.
M. Al-Maharbi, I. Karaman, I.J. Beyerlein, D. Foley, K.T. Hartwig, L.J. Kecskes, and S.N. Mathaudhu: Mater. Sci. Eng. A Struct., 2011, vol. 528, pp. 7616–27.CrossRef
43.
K. Atik and M. Efe: Mater. Sci. Eng. A Struct., 2018, vol. 725, pp. 267–73.CrossRef
44.
M. Ardeljan and M. Knezevic: Acta Mater., 2018, vol. 157, pp. 339–54.CrossRef
45.
S. Wang, S.B. Kang, J. Cho, P. Guo, and L. Yang: J. Eng. Mater. Technol., 2012, vol. 134, pp. 041002-1-041005–5.
46.
T. Mukai, M. Yamanoi, H. Watanabe, and K. Higashi: Scripta Mater., 2001, vol. 45, pp. 89–94.CrossRef
47.
A. Jain and S.R. Agnew: Mater. Sci. Eng. A., 2007, vol. 462, pp. 29–36.CrossRef
48.
S. Sandlobes, M. Friak, S. Zaefferer, A. Dick, S. Yi, D. Letzig, Z. Pei, L.F. Zhu, J. Neugebauer, and D. Raabe: Acta Mater., 2012, vol. 60, pp. 3011–21.CrossRef
49.
T. Mukai, M. Yamonoi, H. Watanabe, K. Ishikawa, and K. Higashi: Mater. Trans., 2001, vol. 42, pp. 1177–81.CrossRef
50.
S.R. Agnew, M.H. Yoo, and C.N. Tome: Acta Mater., 2001, vol. 49, pp. 4277–89.CrossRef
51.
H. Somekawa, A. Singh, R. Sahara, and T. Inoue: Sci. Rep., 2018, vol. 8, p. 656.CrossRef
52.
M. Nebebe-Mekonen, D. Steglich, J. Bohlen, D. Letzig, and J. Mosler: Mater. Sci. Eng. A., 2012, vol. 540, pp. 174–86.CrossRef
53.
T. Aramoto, H. Tachiya, A. Hori, A. Hojo, and Y. Miyazaki: Int. J. Mod. Phys. B., 2008, vol. 22, pp. 1135–40.CrossRef
54.
H.Y. Wu, J.C. Yang, J.H. Liao, and F.J. Zhu: Mater. Sci. Eng. A., 2012, vol. 535, pp. 68–75.CrossRef
55.
T. Yokoyama: J. Phys. IV., 2003, vol. 110, pp. 69–74.
56.
V. Livescu, C.M. Cady, E.K. Cerreta, B.L. Henrie, and G.T. Gray III: in TMS, ed. A.A. Luo, N.R. Neelamegghhham, and R.S. Beals, San Antonio, TX, 2006, pp. 153–58.
57.
K.E. Prasad, B. Li, N. Dixit, M. Shaffer, S.N. Mathaudhu, and K.T. Ramesh: JOM-US., 2014, vol. 66, pp. 291–304.CrossRef
58.
D.J. Savage, B.A. McWilliams, S.C. Vogel, C.P. Trujillo, I.J. Beyerlein, and M. Knezevic: Int. J. Impact Eng., 2020, vol. 143, p. 103589.CrossRef
59.
K.H. Eckelmeyer and R.W. Hertzberg: Metall. Trans., 1970, vol. 1, pp. 3411–4.CrossRef
60.
P. Klimanek and A. Potzsch: Mater. Sci. Eng., A., 2002, vol. 324, pp. 145–50.CrossRef
61.
H. Asgari, J.A. Szpunar, and A.G. Odeshi: Mater. Des., 2014, vol. 61, pp. 26–34.CrossRef
62.
X.Q. Guo, A. Chapuis, P.D. Wu, and S.R. Agnew: Int. J. Solids Struct., 2015, vol. 64–65, pp. 42–50.CrossRef
63.
G.S.S. Rao and K.L. Murty: Res. Mech., 1988, vol. 23, pp. 363–80.
64.
M.A. Gharghouri, G.C. Weatherly, J.D. Embury, and J. Root: Philos. Mag. A., 1999, vol. 79, p. 1671.CrossRef
65.
I. Ulacia, N.V. Dudamell, F. Galvez, S. Yi, M.T. Perez-Prado, and I. Hurtado: Acta Mater., 2010, vol. 58, pp. 2988–98.CrossRef
66.
N.V. Dudamell, I. Ulacia, F. Galvez, S. Yi, J. Bohlen, D. Letzig, I. Hurtado, and M.T. Perez-Prado: Acta Mater., 2011, vol. 59, pp. 6949–62.CrossRef
67.
I. Ulacia, C.P. Salisbury, I. Hurtado, and M.J. Worswick: J. Mater. Process. Technol., 2011, vol. 211, pp. 830–9.CrossRef
68.
69.
S.R. Agnew, J.A. Horton, T.M. Lillo, and D.W. Brown: Scripta Mater., 2004, vol. 50, pp. 377–81.CrossRef
70.
D.W. Brown, S.R. Agnew, M.A.M. Bourke, T.M. Holden, S.C. Vogel, and C.N. Tome: Mater. Sci. Eng. A., 2005, vol. 399, pp. 1–12.CrossRef
71.
72.
P.S. Follansbee: in ASM Handbook, American Society for Metals, Metals Park, OH, 1985, pp. 198–203.
73.
G.T. Gray III: ASM Handbook, vol. 8, 2000, pp. 462–76.
74.
M.A. Meyers, L.W. Meyer, J. Beatty, U. Andrada, K.S. Vecchio and A.H. Chokshi, Shock Waves and High-Strain-Rate Phenomena in Materials, ed. M.A. Meyers, L.E. Murr, and K.P. Staudhammer, Marcel Dekker, New York, 1992, p. 529.
75.
J.H. Beatty, L.W. Meyer, M.A. Meyers, and S. Nemat-Nasser: in High-Strain-Rate Phenomena in Materials, ed. M.A. Meyers, L.E. Murr, and K.P. Staudhammer, Marcel Dekker, New York, 1992, p. 645.
76.
K.H. Hartman, H.D. Kunze, and L.W. Meyer: in International Conference on Metallurgical Effects of High-Strain-Rate Deformation and Fabrication, ed. M.A. Meyers and L.E. Murr, Plenum Press, New York, 1980, p. 325.
77.
M. Jahedi, B.A. McWilliams, F.R. Kellogg, I.J. Beyerlein, and M. Knezevic: Mater. Sci. Eng. A., 2018, vol. 712, pp. 50–64.CrossRef
78.
E.K. Cerreta and G.T. GrayIII: Metall. Mater. Trans. A Phys. Metall. Mater. Sci., 2004, vol. 35, pp. 1999–2011.CrossRef
79.
R.E. Reed-Hill: Inhomogeneity of Plastic Deformation (ASM, Metals Park, OH, 1973).
80.
G.T. Gray III.: Annu. Rev. Mater. Res., 2012, vol. 42, pp. 285–303.CrossRef
81.
Y. Wang, F. Yang, C. Tan, Y. Wu, and H. Cai: Trans. Nonferrous Met. Soc. China, 2008, vol. 18, pp. 1043–46.
82.
M.T. Tucker, M.F. Horstemeyer, P.M. Gullett, H. El Kadiri, and W.R. Whittington: Scripta Mater., 2009, vol. 60, pp. 182–5.CrossRef
83.
84.
P.L. Mao, L. Zheng, C.Y. Wang, and Z. Wang: Mater. Sci. Forum., 2011, vol. 686, pp. 325–31.CrossRef
85.
L.M. Dougherty, E.K. Cerreta, G.T. Gray III., C.P. Trujillo, M.F. Lopez, K.S. Vecchio, and G.J. Kusinski: Metall. Mater. Trans. A., 2009, vol. 40A, pp. 1835–50.CrossRef
86.
A.J. Schwartz, M. Kumar, B.L. Adams, and D.P. Field: Electron Backscatter Diffraction in Materials Science, Springer, New York, 2009, p. 255.
87.
M. Stelly and R. Dormeval: in Metallurgical Applications of Shock-Wave and High Strain Rate Phenomena, ed. L.E. Murr, K.P. Staudhammer, and M.A. Meyers, Marcel Dekker, New York, 1986, pp. 607–32.
88.
T. Al-Samman and G. Gottstein: Mater. Sci. Eng. A., 2008, vol. 490, pp. 411–20.CrossRef
89.
L. Jiang, Y. Yang, Z. Wang, and Hu. Haibo: Mater. Sci. Eng. A., 2018, vol. 711, pp. 317–24.CrossRef
90.
J. Zhang and S.P. Joshi: J. Mech. Phys. Solids., 2012, vol. 60, pp. 945–72.CrossRef
91.
J.F. Bingert, T.A. Mason, G.C. Kaschner, P.J. Maudlin, and G.T. Gray III.: Metall. Mater. Trans. A Phys. Metall. Mater. Sci., 2002, vol. 33, pp. 955–63.CrossRef
92.
A. Serra and D.J. Bacon: Philos. Mag. A Phys. Condens. Matter Struct. Defects Mech. Prop., 1996, vol. 73, pp. 333–43.
93.
Y. Li, P. Mao, Z. Liu, F. Wang, and Z. Wang: Acta Metall Sin., 2018, vol. 54, pp. 950–8.
94.
E.K. Cerreta, G.T. Gray III, A.C. Lawson, T.A. Mason, and C.E. Morris: J. Appl. Phys., 2006, vol. 100, p. 013530(9).
95.
E. Cerreta, G.T. Gray III., R. Hixson, P.A. Rigg, and D.W. Brown: Acta Mater., 2005, vol. 53, pp. 1751–8.CrossRef
96.
97.
A. Chapuis and Q. Liu: J. Magnesium Alloys., 2019, vol. 7, pp. 433–43.CrossRef
98.
D.C. Foley, M. Al-Maharbi, K.T. Hartwig, I. Karaman, L.J. Kecskes, and S.N. Mathaudhu: Scripta Mater., 2011, vol. 64, pp. 193–6.CrossRef
99.
E.W. Kelley and W.F. Hosford: Ph.D. Thesis, The University of Michigan, 1967.
100.
H. Fan and J.A. El-Awady: Mater. Sci. Eng. A., 2015, vol. 644, pp. 318–24.CrossRef
101.
T. Obara, H. Yoshinga, and S. Morozumi: Acta Metall., 1973, vol. 21, pp. 845–53.CrossRef
102.
S.G. Song and G.T. Gray III.: Metall. Mater. Trans. A Phys. Metall. Mater. Sci., 1995, vol. 26, pp. 2665–75.CrossRef
103.
E.O. Hall: Yield Point Phenomena in Metals and Alloys. Plenum Press, New York, 1970.CrossRef
104.
105.
G.C. Kaschner and G.T. GrayIII: Metall. Mater. Trans. A Phys. Metall. Mater. Sci., 2000, vol. 31, pp. 1997–2003.CrossRef
106.
107.
E. Dogan, M.W. Vaughan, S.J. Wang, I. Karaman, and G. Proust: Acta Mater., 2015, vol. 89, pp. 408–22.CrossRef
108.
Q. Xue and G.T. Gray III.: Metall. Mater. Trans. A., 2006, vol. 37A, pp. 2435–46.CrossRef
109.
E.K. Cerreta, J.F. Bingert, G.T. Gray III, C.P. Trujillo, M.F. Lopez, C.A. Bronkhorst, and B.L. Hansen: in Int. J. Plasticity, 2012, vol. 40, pp. 23–38.
110.
M. Zecevic, M. Knezevic, B. McWilliams, and R.A. Lebensohn: Int. J. Plasticity, 2020, vol. 130, p. 102705.
111.
M. Ardeljan, I.J. Beyerlein, B.A. McWilliams, and M. Knezevic: Int. J. Plasticity., 2016, vol. 83, pp. 90–109.CrossRef
112.
W.G. Feather, S. Ghorbanpour, D.J. Savage, M. Ardeljan, M. Jahedi, B.A. McWilliams, N. Gupta, C. Xiang, S.C. Vogel, and M. Knezevic: Int. J. Plasticity., 2019, vol. 120, pp. 180–204.CrossRef
113.
H. Wang, Wu. Peidong, S. Kurukuri, M.J. Worswick, Y. Peng, D. Tang, and D. Li: Int. J. Plasticity., 2018, vol. 107, pp. 207–22.CrossRef
Metadaten
Titel
The High-Strain-Rate Constitutive Behavior and Shear Response of Pure Magnesium and AZ31B Magnesium Alloy
verfasst von
E. K. Cerreta
S. J. Fensin
S. J. Perez-Bergquist
C. P. Trujillo
B. M. Morrow
M. F. Lopez
C. J. Roach
S. N. Mathaudhu
V. Anghel
G. T. Gray III
Publikationsdatum
15.05.2021
Verlag
Springer US
Erschienen in
Metallurgical and Materials Transactions A / Ausgabe 7/2021
Print ISSN: 1073-5623
Elektronische ISSN: 1543-1940
DOI
https://doi.org/10.1007/s11661-021-06312-7

Weitere Artikel der Ausgabe 7/2021

Metallurgical and Materials Transactions A 7/2021 Zur Ausgabe

Original Research Article

Atomic Mobilities in Liquid and fcc Nd-Fe-B Systems and Their Application in the Design of Quenching Nd2Fe14B Alloys

Original Research Article

Precipitation Behaviors in Ti–2.3 Wt Pct Cu Alloy During Isothermal and Two-Step Aging

Original Research Article

Revealing the Effect of Microstructural Inheritance in 1.5 GPa Hot-Rolled Ultrahigh Strength Q&P Steels

Brief Communication

New Nucleation Mechanism of the Liquid Droplet at the Solid–Solid Interface During Initial Thermal Stabilization Stage of Directional Solidification

Original Research Article

Role of Processing in Microstructural Evolution in Inconel 625: A Comparison of Three Additive Manufacturing Techniques

Original Research Article

Prediction of Mechanical Properties of Wrought Aluminium Alloys Using Feature Engineering Assisted Machine Learning Approach

Premium Partner

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen. 

    Zur Marktübersicht
    Bildnachweise