I am interested to conduct machine learning studies on Shape Memory Alloys. I dont have experimental setup. I would like to collect data collected by people and do a study on them using machine Learning. Which databases will help me?
Are there any Databases for alloys?
Dear Hannah Jeniffer
These databases might be useful, have a look:
1. https://onlinelibrary.wiley.com/doi/abs/10.1002/adem.201901370
2. https://rsmith.math.ncsu.edu/Smart_Materials_Database/data/sma/sma_data.html
Kind Regards
Qamar Ul Islam
https://www.spacematdb.com/spacemat/manudatasheets/nitinol.pdf
Thank You Sir, Safwan al-qawabah .
As I am trying to work with Machine Learning and data analysis, I have no constraints on the type of SMAs. I am trying to predict the properties of materials having Shape memory properties. So, I would like to collect all possible materials data pertaining to Shape Memory Property. Thank you for offering me help sir, If you can provide me with this type of data, I would be glad.
Thank you once again.
Hannah Jeniffer
Hi, SMAs are manufactured by different amount of nickel and titanium to suit different use of SMA (different transformation temperature). they are measure using in Atomic or Weight Percent. For example, Ni - Ti SMA wire have 49/51%
and transformation temperature of -50 to 110.
So, first, which type are you require?
I have attached the material properties for Ni-Ti SMA wire manufacture from DYNALLOY. Different manufacturer have different SMA wire properties too.
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