| 1 | = KEMM37 Lab 1B - SANS Data Analysis using !SasView = |
| 2 | |
| 3 | ||= **Table of Contents** =|| |
| 4 | || [#section5 5. Fitting SANS data] || |
| 5 | || [#section51 5.1 Background Information] || |
| 6 | || [#section52 5.2 Calculating Scattering Length Density] || |
| 7 | || [#section53 5.3 Fitting the data] || |
| 8 | || [#resources Resources] || |
| 9 | |
| 10 | == [=#section5 5. Fitting SANS data] == |
| 11 | |
| 12 | This part of the exercise will use the same real SANS data as the previous exercises - taken from a study of surfactant self assembly in deep eutectic solvents (DES). |
| 13 | |
| 14 | {{{ |
| 15 | #!div style="background: lightblue" |
| 16 | [=#task10 **TASK 10:**] Restart !SasView |
| 17 | |
| 18 | Before starting this part of the exercise, you should have a clean !SasView instance. Quit !SasView and restart it. |
| 19 | }}} |
| 20 | |
| 21 | === [=#section51 5.1 Background Information] === |
| 22 | Deep eutectic solvents are a class of ionic liquids formed from a hydrogen bond donor and a halide salt. At a certain mixture ratio, the eutectic mixture, the melting point is significantly depressed to values below room temperature. |
| 23 | |
| 24 | Here we will examine the self-assembly of a [https://en.wikipedia.org/wiki/Surfactant surfactant], [https://en.wikipedia.org/wiki/Sodium_dodecyl_sulfate sodium dodecyl sulfate (SDS)] in the deep eutectic solvent formed from a 1:2 molar ratio mixture of [https://en.wikipedia.org/wiki/Choline_chloride choline chloride] and [https://en.wikipedia.org/wiki/Urea urea]. |
| 25 | |
| 26 | ||Sodium Dodecyl Sulfate||Choline Chloride||Urea|| |
| 27 | ||[[Image(kemm37_sds.png)]]||[[Image(kemm37_choline.png)]]||[[Image(kemm37_urea.png)]]|| |
| 28 | |
| 29 | {{{ |
| 30 | #!div style="background: lightblue" |
| 31 | [=#task11 **TASK 11:**] If you haven't already done so download the SANS data : [attachment:SwednessSasViewTutorialData.zip] and unzip the file in a known location on your filesystem. Note where you have placed the data. |
| 32 | }}} |
| 33 | |
| 34 | You should now have a folder called "Subtracted" containing a set of files named as follows: |
| 35 | |
| 36 | [[Image(kemm37_datafileslist.png)]] |
| 37 | |
| 38 | The data are SANS curves collected on SANS2D at ISIS and D22 at ILL for samples of protonated (normal) SDS in 1:2 d9-choline chloride:d4-urea. This sample was chosen to give maximum contrast and minimum background signal from incoherent scattering. There were 7 samples with 0.2 wt%, 0.5 wt%, 1.0 wt%, 2.0 wt%, 5.0 wt%, 7.5 wt% and 10 wt% of SDS in the DES with the filenames corresponding to each sample given below: |
| 39 | |
| 40 | || Surfactant Concentration (wt%) || Data File || |
| 41 | || 0.2 || 0p2hSDS_dChCldUrea_sub.txt || |
| 42 | || 0.5 || 0p5hSDS_dChCldUrea_sub.txt || |
| 43 | || 1.0 || 1hSDS_dChCldUrea_sub.txt || |
| 44 | || 2.0 || 2hSDS_dChCldUrea_sub.txt || |
| 45 | || 5.0 || 5hSDS_dChCldUrea_sub.txt || |
| 46 | || 7.5 || 7p5hSDS_dChCldUrea_sub.txt || |
| 47 | || 10.0 || 10hSDS_dChCldUrea_sub.txt || |
| 48 | |
| 49 | All the data files have been processed to 1D scattering curves with the solvent background subtracted to leave only the coherent scattering signal on absolute scale. |
| 50 | |
| 51 | Additionally there is a folder called "Not subtracted" containing the data for task 14. |
| 52 | |
| 53 | === [=#section52 5.2 Calculating Scattering Length Density] === |
| 54 | |
| 55 | The scattering length density is given by |
| 56 | |
| 57 | [[Image(kemm37_sld.png, 100px)]] |
| 58 | |
| 59 | Scattering lengths of relevant elements: |
| 60 | ||= **Element** =||= **Scattering Length (fm)** =|| |
| 61 | ||C ||6.646|| |
| 62 | ||H ||-3.739|| |
| 63 | ||D ||6.671|| |
| 64 | ||N ||9.36|| |
| 65 | ||O ||5.803|| |
| 66 | ||Cl ||9.577|| |
| 67 | |
| 68 | |
| 69 | Physical properties of the DES components: |
| 70 | ||= **Component** =||= **Chemical Formula** =||= **Molecular Volume (Å3)** =||= **Density (g/cm3)** =|| |
| 71 | ||d9-Choline Chloride|| C5H5D9NOCl || 210.77|| 1.17|| |
| 72 | ||d4-Urea|| CD4N2O || 75.55|| 1.41|| |
| 73 | |
| 74 | |
| 75 | {{{ |
| 76 | #!div style="background: lightblue" |
| 77 | [=#task12 **TASK 12:**] Calculate the scattering length density (SLD) of a 1:2 mole ratio mixture of choline chloride and urea. |
| 78 | |
| 79 | Use the information in the table above to calculate the SLD. There are multiple ways to do so, including: |
| 80 | * Calculating by hand |
| 81 | * Using a spreadsheet |
| 82 | * Using the SLD calculator built in to !SasView (in the Tools menu). |
| 83 | * Using online calculators e.g. [https://www.ncnr.nist.gov/resources/activation/] |
| 84 | |
| 85 | Try calculating by hand and one or more of the other ways and see if you get the same answer! |
| 86 | }}} |
| 87 | |
| 88 | |
| 89 | === [=#section5. 5.3 Fitting the data] === |
| 90 | {{{ |
| 91 | #!div style="background: lightblue" |
| 92 | [=#task19 **TASK 19:**] Fitting the lowest concentration data. |
| 93 | |
| 94 | Select the lowest concentration data only in the data explorer by ensuring only 0p2hSDS_dChCldUrea_sub.txt has a check mark next to it and click “Send to" fitting. |
| 95 | |
| 96 | * Select the model for the structure you predicted for this dataset. |
| 97 | * How does it compare to the data? |
| 98 | * Fill in parameters you know and adjust the others to see how close you get to the data. |
| 99 | * Select parameters to fit and run the fit by clicking "Fit" at the bottom of the fitting panel. |
| 100 | * Do you get a good fit? |
| 101 | * Are the parameters you get physically reasonable? |
| 102 | |
| 103 | }}} |
| 104 | |
| 105 | |
| 106 | {{{ |
| 107 | #!div style="background: lightblue" |
| 108 | [=#task20 **TASK 20:**] Fitting the other data, starting with the 7.5 wt% data set. |
| 109 | |
| 110 | Repeat for other concentrations |
| 111 | * Does the same model fit all data? |
| 112 | * What is consistent between datasets? What is different? |
| 113 | |
| 114 | |
| 115 | }}} |
| 116 | |
| 117 | {{{ |
| 118 | #!div style="background: lightblue" |
| 119 | [=#task21 **TASK 21:**] Summarising the results |
| 120 | |
| 121 | Having fitted all the data sets you can now summarise the results and comment on the trends you observe. |
| 122 | |
| 123 | }}} |
| 124 | |
| 125 | |
| 126 | == [=#resources Resources] == |
| 127 | |
| 128 | * NIST SLD calculator [https://www.ncnr.nist.gov/resources/activation/] |
| 129 | * NIST Scattering Length and Scattering Cross Section Database [https://www.ncnr.nist.gov/resources/n-lengths/] |