Fatigue | Open source fatigue framework based on PRISMS-Plasticity
kandi X-RAY | Fatigue Summary
kandi X-RAY | Fatigue Summary
Code repository: Code documentation: Tutorial Videos: PRISMS-Fatigue is an open-source fatigue analysis tool for polycrystalline metals and alloys. It uses PRISMS-Plasticity as the crystal plasticity finite element method (CPFEM) engine to simulate micromechanical microstructure response. This code is a collaborative effort between the University of Michigan's PRISMS Center and the David L. McDowell Research Group at the Georgia Institute of Technology (GT). GT's digital microstructure workflows developed in Python are integrated with PRISMS-Plasticity to investigate the fatigue response of polycrystalline metals and alloys.
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Top functions reviewed by kandi - BETA
- Compute correlations for each grain in microstructure
- Calculates the Schmid Factor for each slip system
- Calculates the schmid Factor for each grain
- Rotate a vector by euler angles
- Plot FIPs using matplotlib
- Make sure the frame is pretty - printed
- Generate a plot of a figure
- Reads and plots the main FIPs for a given grain
- Reads all FIPs from a given grain file
- Plot the COVs of each FIP
- Generate the plot of the effective magnitude difference in the paper
- Plot the section 3 6 section 3
- Plot the highest SBA PSA per grain
- Plot EVD of FIPs
- Imports data from PRIS
- Plot the stress - strain curve for a section 9
- Extracts the stress - strain curves from the section 6
- Plot the stress curve for 3 section 3
- Create a pandas DataFrame containing all of the major FIPs for each FIP grain
- Create a pandas DataFrame containing all of the major FIP grain data files
- Reads the secondary FIPs for each FIP
- Generates plot for grain size and grain shape
- Extracts the stressStrainCurve curves
- Define the max and cumulative dip
- Generate microstructures
- Extract the effective Plain strain
Fatigue Key Features
Fatigue Examples and Code Snippets
Community Discussions
Trending Discussions on Fatigue
QUESTION
At the moment I am creating doctors as following:
...ANSWER
Answered 2022-Apr-04 at 01:46First I would use a store for your docs instead of using a resource. Second I would decorate the store with a get override to check if the doc needs a nap
something like this
QUESTION
I have this script and I would like to print a single title before executing the conditional if
My code
...ANSWER
Answered 2021-Dec-27 at 16:05Since there was no input example, I used your "Output I have" as input.
I also checked if the whole line contains the word terror or bird, but you can change it if you need the column where it is.
QUESTION
I have 13 lists and a dictionary that changes based on the user inputs, the dictionary selects lists from the 13 lists their names are key, and their values are the values of the lists, it changes based on the user inputs so it might have 1,2,3,4,5,.... lists but it is impossible to be 13 max is 11 or 9 I think,
what I want is to change this dictionary into sets or lists with different names than the ones I predefiend these lists names are (key + random number or something) and have the same value as a dictionary and I can't use the name of the key because it is random and changes based on the user inputs that's why I was trying to somehow index it or change it to list or sets to work with it
Let me explain in detail:
Alright so I have the following Functions
...ANSWER
Answered 2021-Dec-15 at 07:24Your code has several issues:
- you define each disease as a separate variable, which means you need to refer to them by name individually later; a more suitable data structure would be to put them all in a single dictionaries, with the lists of symptoms as the values and the names of the diseases as keys.
- you count how often a symptom is mentioned in each disease, but I can only assume no symptom is mentioned twice, so that's always 0 or 1?
- you use
eval()
to evaluate the name of a keyword parameter name, just because it happens to line up with what you named the disease variables; this is extremely sensitive to mistakes, one typo in either and it wouldn't work; what's worse, if your disease name happens to mean something else in Python, that would now be evaluated -eval()
is evil in most cases, avoid it. - your code calls
loopa
, but nothing is returned, so nothing ends up happening - the use of upper and lower case in both disease names and descriptions isn't very consistent, so it will be hard for anyone to enter the exact descriptions you did (including the correct case)
Here's your code again, but without the issues mentioned above:
QUESTION
I'm creating a method in my program that tells whether the if the user is at risk of covid through these question markers that has specific health risk categories (low, medium, high). The expected output should be for example if the users enters "y"(yes) in "a. fever" the answer would fall under the equivalent marker that is low (risk), if enters "n" then just continue to the next and so on then after answering everything the accumulative number of the markers (low, medium high) will determine if that person is at risk or not. (hope this clarifies the overview of the code)
I'm trying to loop through 2 different 1d arrays with the same length the result should take only 1 element through each of the arrays but I'm having a real difficulty on how to do this. Below is my code
...ANSWER
Answered 2021-Nov-18 at 04:36Your question index starts with 1
, so should start with i=1
.
You don't need 2 arrays, just one will do.
Instead of 2nd for-loop, while-loop will do better, since it's only there to get valid input.
QUESTION
I have a dataset that contains toxicity data for medications. The rows are the observations (patients) and the columns contain a type of toxicity (these are multiple columns eg. tox1, tox2, tox3...), the time it occurred, and severity.
eg.
focusing on say fatigue rows 4 and 5, 6,9 had fatigue listed in Tox 1 rows 7,8,10 had fatigue listed in Tox 2
I think the best way to gather this tox data will be to create a column for each toxicity
So I want to create a Fatigue column with Yes and No Response I have used this:
...ANSWER
Answered 2021-Oct-26 at 18:44A melt
and dcast
should do what you want:
QUESTION
I am trying to extract the max principal stresses and strains (S and E) of a node from the .odb. I simulated a beam submitted to mechanical fatigue. I am new to Abaqus scripting so I was trying to print the stress S11 value from a specific node. What I was not expecting is that after running the script, I found two different values for the same node. I decided to print the coordinates and they match. I understand that the node belongs to two elements, but shouldn't the value be the same? Am I missing something? Could someone please explain why this is happening?
...ANSWER
Answered 2021-Oct-21 at 11:13Actually, you are NOT looking at the Nodal value, but you are looking at the value at Integration Point. Abaqus calculate the results at the Integration Points. And because the Integration points are at different location, the values are different.
To get the nodal stress or strain results, you can use session.writeFieldReport
commmand. This command write the field output data
for entities displayed on the screen to a file.
So, to show desired nodes on the screen,
create leaf object and show on screen.
QUESTION
I have this dataset:
...ANSWER
Answered 2021-Sep-22 at 13:25I ran into some issues while running your code, so I had to modify this code chunk below. But what was likely causing your issues is that you put the size
argument inside aes()
. If you pull size
out, then you are able to adjust the size of the lines and points.
QUESTION
My data is currently a column of voltage values (sample below) and I would like to create a plot as shown below with Probability on the Y-axis and voltages on the X-axis. So far, I have tried the following code, however the plot does not look like the goal. How do I get probabilities on the Y-axis and voltage values on the x-axis in the distribution plot? Many thanks for your help!
Sample Voltage Values: "-0.00183105 -0.0012207 -0.00061035 0 -0.00030518 -0.00091553 -0.00091553 0.00061035 0.0012207 0.00061035 -0.0012207 -0.00213623 -0.00091553 0.00061035 0.0012207 0.00030518 -0.00061035 -0.00061035 "
Attempted Code:
...ANSWER
Answered 2021-Aug-22 at 09:25Probably, this shall answer your question:
QUESTION
I'm working on a react app that mimics a retail website. My main page displays an item, and below has card components of related products. When I click a button on one of the related products, I open a comparison modal that compares features of the current product and the clicked upon product. I figured that to accomplish this, I would create an array of the combined features of the clicked on product and the main page product. I've been struggling to get create an array of objects, where each unique feature has an object with data inside about the features and which product the feature belongs to.
As of right now, I've been able to get an array of all the features that the two products have, but this array has repeats if the products have overlapping features. This makes me unsure of how to render the comparison table because I was planning on mapping over the array and creating a table row for each feature. My current code to format these features is as follows:
...ANSWER
Answered 2021-Aug-06 at 17:50There seems to be a bigger question of how to structure your data. You say that ideally your results would look like:
QUESTION
With the low cycle fatigue data, I'm trying to plot the Hysteresis loop. But I'm getting the following error:
...ANSWER
Answered 2021-Jul-20 at 07:00Your problem is here
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install Fatigue
You can use Fatigue like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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