diff --git a/tests/Data/MOSCED_DDB.csv b/tests/Data/MOSCED_DDB.csv
new file mode 100644
index 00000000..0a752106
--- /dev/null
+++ b/tests/Data/MOSCED_DDB.csv
@@ -0,0 +1,139 @@
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diff --git a/tests/Data/MOSCED_error.csv b/tests/Data/MOSCED_error.csv
new file mode 100644
index 00000000..2c1d3347
--- /dev/null
+++ b/tests/Data/MOSCED_error.csv
@@ -0,0 +1,139 @@
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diff --git a/tests/Data/MOSCED_local.csv b/tests/Data/MOSCED_local.csv
new file mode 100644
index 00000000..5e355bfd
--- /dev/null
+++ b/tests/Data/MOSCED_local.csv
@@ -0,0 +1,139 @@
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+136,1.029323817746121,1.2205099817552378,1.5315195501470142,14.873727170904877,2.700405298686626,1.2375675672092459,13.821640368517343,1.7674735397304837,1.0518903493589222,7.354077057500319,1.5728409861783759,1.0656281615043603,1.893633184476289,0.9984691046548161,2.92114087688444,2.3800931675383907,1.0679658801568623,1.08575821705573,1.064758591357557,1.0730822077840008,1.055808369981934,1.0639402601202406,1.060402367277927,1.8939465311085308,1.9955582847154354,2.9177698708090203,17.571528354388132,1.7637083230827095,2.3115983004733995,2.600716778216085,1.0556674901535432,5.867299222974751,2.316034544859963,3.045994853032882,121.36599188578013,1.07455741424393,1.055073487928942,2.025989025366408,130.33083914331488,655.0324353263945,2.874123390247078,0.9190728403643705,4.306422222457917,9.775614458698852,3.3516238236914933,1.7312628942214314,6.487662565274157,2.199759650560779,1.274670274712508,1.2606352532319227,5.577382010478795,5.219009984889256,1.2298375991139132,1.84984713495705,1.2432784509978398,2.2911606814599352,1.0087127935835807,5.92916719350294,1.7217752113314697,1.6488931139221499,1.337340505684327,1.3593389506112963,1.5649500332581405,0.8199715851718363,1.6278731822389283,0.33462091433052027,1.495560802239182,1.2728689649869147,3.448542459398987,1.6805456425084002,1.1500218504763542,1.1487478249231111,1.0443627523868988,0.8478568444387433,1.1148005435038018,10.051872497652719,6.211369724242919,1.0475857759251914,7.141527688252763,3.4557722932846238,1.08361689994811,15.813097773704843,75.46892390178573,1.1912700414497122,29.79643602564354,4.782320189381087,2.2912316491132003,2.823549985207113,1.4047748964394322,1.292011155580751,197.15695646392712,1.0934816864542276,1.1557077459968292,1.0634010149983801,1.4816608351493012,1.477630025900132,1.0545436419682512,1.724361512399224,0.004597475961838041,6.82756915678857,3.5972605365926005,4.984718353522963,1.1206759943325093,1.1937786880505834,1.1568207957932122,4.053062404339842,6.031291744566912,14.245404789813097,17.854856289566197,163.48692393467144,26.79188300103849,61.332833497910755,20.167007906650323,5.035277352343305,8.066217747700534,1.928958842285511,10.834517238901807,1.1414485747960483,1.1166095549567618,1.4641032991422311,1.1654741685839467,1.0340143100134545,0.2068384814082811,0.9499137877092819,7.822866362593903,2.461142970639873,2.94410320092695,5.0920821755164996,0.34729478270829095,167.06775879219285,1.1754170320120014,20.04967813255159,1.3876112181449523,1.221894163151351,5.109501206976247,0.8019262124305435,1.0,183.1563992334846
+137,7971.723485660339,1082.9263584227099,805.3831908870177,0.05063350457143129,19.226227528560138,6766.821829489418,0.1851871786575806,150.25576335837377,77027.54901603085,164.64820799060405,479.0650617020959,920572.6821840334,75.38118854991086,16764.53107775919,3484.6727052467268,14.555304347482318,1697921.7963598785,121789.36428735738,493823.9213957884,1633742.5380923112,121293.18664824619,546439.2929321544,2398906.192325683,12.763534597327398,25.064890224645097,25.446328065655273,1.1520122511785347,1667.4119212246567,19.892497483366885,12.027363399506719,144858.24364948206,434.5115679617024,120.88999604247768,7.6038525787921625,0.03407669125374559,561403.7121758658,132947.02880449794,870.680149020856,623561.0268070995,2083798.6569004385,18.677783981655672,7.857879298868321,6.923508748182093,7.116208309072776,441.099335869445,2381479.617235619,155.08453562289938,2355.15279183368,180.72252935769433,1699.9883150250187,156.47295621506478,4969.811297500728,149.0430165081126,4497.888231061219,572.721232251685,236.53615903088922,6070.542704971032,41.2934273230455,1142.5262493294506,565183.4098011449,32.912947408081024,1364.912880563236,100.93200856157529,7895.1552284784875,4097.110256347528,725.7508174542025,245050.7916698857,57079.787175923986,33.598622193952934,974543.7285715266,13977.506036623634,55119276.15076763,25073.653699297003,204.5905838208465,217.6226614556594,11807.73392702339,14874.768475544171,1970.276647128469,197.9314706877909,36.73828481657071,4554.881881134711,0.14599842180823872,0.05188798171442764,1140634540.1396148,13.48710152646321,3.4706544807635673,109.52848504505305,76034.60538504213,31475.347749285305,956248.6419825508,44.951059394548864,673861.8308124504,370365599733.1378,159182.48998492045,4160.355513980841,826.5910040058652,33547.21651077818,81716.44509215631,305.11065236922025,1.837082947814843,24.212701162672563,50.82085598900046,423.3679790840688,219922.3930512813,59090.61937424968,13.057334207136071,0.32045980421978165,0.17332533315902784,0.16050078236935375,0.5027606399399189,0.17300917672494215,0.36245906969298736,0.07419296839171388,1639.803029208224,82.83885704624726,118.80679376411847,25.736447904736654,13150655.634474372,2967490.995560802,133.6907682688394,22285.285371682374,36635.00621280027,50.91945679657804,986.2526144229248,39.136345191993435,155.81882834710967,3.760008569407286,37.05772453396251,3.5753129110630036e+18,10.041775480080206,20168866745.178894,34.30348481407774,22.762061513759953,6238.593262383529,11.46147794470863,5487.68568062367,753.3119897393761,1.0
diff --git a/tests/Data/mosced_compounds.txt b/tests/Data/mosced_compounds.txt
new file mode 100644
index 00000000..877d91cb
--- /dev/null
+++ b/tests/Data/mosced_compounds.txt
@@ -0,0 +1,138 @@
+1,1,1-trichloroethane
+1,1-dichloroethane
+1,2-dichloroethane
+1,5-dimethyl-2-pyrrolidinone
+1-butanol
+1-chlorobutane
+1-ethylpyrrolidin-2-one
+1-hexanol
+1-hexene
+1-nitropropane
+1-octanol
+1-octene
+1-pentanol
+1-pentene
+1-phenyl-1-butanone
+1-propanol
+2,2,4-trimethylpentane
+2,2-dimethylbutane
+2,2-dimethylpentane
+2,3,4-trimethylpentane
+2,3-dimethylbutane
+2,4-dimethylpentane
+2,5-dimethylhexane
+2,6-dimethylpyridine
+2-butanol
+2-butanone
+2-ethoxyethanol
+2-heptanone
+2-methyl-1-propanol
+2-methyl-2-propanol
+2-methylpentane
+2-nitropropane
+2-pentanone
+2-propanol
+2-pyrrolidone
+3-methylhexane
+3-methylpentane
+4-methyl-2-pentanone
+[emin][(CF3SO2)2N]
+[emmin][(CF3SO2)2N]
+acetaldehyde
+acetic acid
+acetone
+acetonitrile
+acetophenone
+alpha-pinene
+aniline
+anisole
+argon
+benzene
+benzonitrile
+benzyl acetate
+benzyl alcohol
+bromobenzene
+bromoethane
+butanal
+butane
+butanenitrile
+butyl acetate
+butylbenzene
+carbon dioxide
+carbon disulfide
+carbon monoxide
+carbon tetrachloride
+chlorobenzene
+chloroform
+cycloheptane
+cyclohexane
+cyclohexanone
+cyclooctane
+cyclopentane
+decane
+dibutyl ether
+dichloromethane
+diethyl ether
+diethyl phthalate
+diiodomethane
+diisopropyl ether
+dimethyl carbonate
+dioxane
+dipropyl ether
+DMF
+DMSO
+dodecane
+epsilon-caprolactone
+ethanol
+ethyl acetate
+ethyl benzoate
+ethylbenzene
+ethylcyclohexane
+glutaronitrile
+heptane
+hexadecane
+hexane
+iodoethane
+iodomethane
+isopentane
+isopropylbenzene
+m-cresol
+methanol
+methyl acetate
+methyl formate
+methyl tert-butyl ether
+methylcyclohexane
+methylcyclopentane
+N,N-dibutylformamide
+N,N-diethylacetamide
+N,N-dimethylacetamide
+N-Ethylacetamide
+N-formylmorpholine
+N-methylacetamide
+N-methylformamide
+N-methylpyrrolidone
+nitrobenzene
+nitroethane
+nitrogen
+nitromethane
+nonane
+octane
+oxygen
+p-xylene
+pentane
+phenol
+propane
+propanenitrile
+propyl acetate
+pyridine
+quinoline
+squalane
+sulfolane
+tetradecane
+tetraethylene glycol dimethyl ether
+tetrahydrofuran
+toluene
+tributyl phosphate
+trichloroethylene
+triethylamine
+water
\ No newline at end of file
diff --git a/tests/test_mosced.py b/tests/test_mosced.py
new file mode 100644
index 00000000..901bdcf0
--- /dev/null
+++ b/tests/test_mosced.py
@@ -0,0 +1,103 @@
+# -*- coding: utf-8 -*-
+"""
+test MOSCED
+author: Edgar Sanchez
+"""
+
+from bs4 import BeautifulSoup
+import requests
+import pandas as pd
+import numpy as np
+from tqdm import tqdm
+from thermo.mosced import MOSCED
+from thermo.mosced import mosced_params_2005
+import os
+ 
+
+### --- Get MOSCED predictions from DDBST http://ddbonline.ddbst.com/MOSCEDCalculation/MOSCEDCGI.exe
+# Inchikeys and names are both in the same order
+
+def get_gamma_MOSCED_DDB(solvent, solute, T):
+    website_link = 'http://ddbonline.ddbst.com/MOSCEDCalculation/MOSCEDCGI.exe?component1=' \
+        + solvent +'&component2='+ solute +'&temperatures=' + str(T)
+    webpage = requests.get(website_link)
+    soup    = BeautifulSoup(webpage.content, 'html.parser')
+    table_info = soup.findAll(class_="tableformat_no_width")[1]
+    df        = pd.read_html(str(table_info))[0]
+    gamma = df.iloc[0,2]
+    
+    return gamma
+
+if not os.path.isfile('Data/MOSCED_DDB.csv'):
+    with open('Data/mosced_compounds.txt', 'r') as f:
+        names = f.readlines()
+        
+    gammas_DDB = np.zeros((len(names), len(names)))
+        
+    for i, name in enumerate(names):
+        print('-'*60)
+        print('Solvent: ', i+1)
+        if i == len(names)-1:
+            solvent = name
+        else:
+            solvent = name[:-1]
+        for j, name in enumerate(tqdm(names)):
+            if j == len(names)-1:
+                solute = name
+            else:
+                solute = name[:-1]
+            if solvent == solute:
+                gamma = 1.
+            else:
+                gamma = get_gamma_MOSCED_DDB(solvent, solute, T=298.15)
+            gammas_DDB[i,j] = gamma
+    df = pd.DataFrame(gammas_DDB)
+    df.to_csv('Data/MOSCED_DDB.csv')
+else:
+    gammas_DDB = pd.read_csv('Data/MOSCED_DDB.csv', index_col=0).values
+
+### --- Get MOSCED predictions with local implementation
+
+gammas_local = np.zeros(gammas_DDB.shape)
+
+binary_sys = MOSCED()
+for i, solvent in enumerate(mosced_params_2005):
+    solvent_params = binary_sys.get_mosced_params(solvent)
+    for j, solute in enumerate(mosced_params_2005):
+        solute_params = binary_sys.get_mosced_params(solute)
+        binary_sys.load_mosced_parameters(298.15, solvent_params, solute_params)
+        gammas_local[i,j] = binary_sys.gamma_infinite_dilution()
+        
+        error = gammas_DDB[i,j] - np.round(gammas_local[i,j],2)
+        if error > 100:
+            with open('Data/mosced_compounds.txt', 'r') as f:
+                names = f.readlines()
+            print('-'*50)
+            print(i,j)
+            print(gammas_DDB[i,j])
+            print(np.round(gammas_local[i,j],2))
+            print(error)
+            print(solvent)
+            print(solute)
+            print(names[i])
+            print(names[j])
+            
+        
+df = pd.DataFrame(gammas_local)
+df.to_csv('Data/MOSCED_local.csv')
+
+error = gammas_DDB - np.round(gammas_local,2)
+df = pd.DataFrame(error)
+df.to_csv('Data/MOSCED_error.csv')
+
+        
+        
+        
+
+
+
+
+
+
+
+
diff --git a/thermo/mosced.py b/thermo/mosced.py
new file mode 100644
index 00000000..9c2be6e2
--- /dev/null
+++ b/thermo/mosced.py
@@ -0,0 +1,381 @@
+# -*- coding: utf-8 -*-
+'''
+MOSCED model for calculating activity coefficients at infinite dilution
+author: Edgar Sanchez
+'''
+import numpy as np
+
+# Parameters from Lazzaroni, M.J., Bush, D., Eckert, C.A., Frank, T.C., Gupta, S. and 
+# Olson, J.D., 2005. Revision of MOSCED parameters and extension to solid 
+# solubility calculations. Industrial & engineering chemistry research, 
+# 44(11), pp.4075-4083.
+# Retrieved from DDBST
+
+mosced_params_2005={
+'UOCLXMDMGBRAIB-UHFFFAOYSA-N' : [100.3, 16.54, 3.15, 1.01, 1.05, 0.85] ,
+'SCYULBFZEHDVBN-UHFFFAOYSA-N' : [84.7, 16.77, 6.22, 0.92, 3.28, 1.56] ,
+'WSLDOOZREJYCGB-UHFFFAOYSA-N' : [79.4, 16.6, 6.58, 0.94, 2.42, 1.34] ,
+'FILVIKOEJGORQS-UHFFFAOYSA-N' : [115.2, 16.5, 8.45, 1.0, 0.0, 22.66] ,
+'LRHPLDYGYMQRHN-UHFFFAOYSA-N' : [92.0, 14.82, 1.86, 1.0, 8.44, 11.01] ,
+'VFWCMGCRMGJXDK-UHFFFAOYSA-N' : [105.1, 15.49, 3.38, 1.0, 0.11, 1.17] ,
+'ZFPGARUNNKGOBB-UHFFFAOYSA-N' : [114.1, 16.74, 8.31, 1.0, 0.0, 20.75] ,
+'ZSIAUFGUXNUGDI-UHFFFAOYSA-N' : [125.2, 15.02, 1.27, 1.0, 7.56, 9.2] ,
+'LIKMAJRDDDTEIG-UHFFFAOYSA-N' : [125.8, 15.23, 0.22, 0.93, 0.0, 0.29] ,
+'JSZOAYXJRCEYSX-UHFFFAOYSA-N' : [89.5, 15.17, 8.62, 1.0, 0.28, 5.83] ,
+'KBPLFHHGFOOTCA-UHFFFAOYSA-N' : [158.2, 15.08, 1.31, 1.0, 4.22, 9.35] ,
+'KWKAKUADMBZCLK-UHFFFAOYSA-N' : [157.8, 15.39, 0.44, 0.95, 0.0, 0.51] ,
+'AMQJEAYHLZJPGS-UHFFFAOYSA-N' : [108.5, 15.25, 1.46, 1.0, 8.1, 9.51] ,
+'YWAKXRMUMFPDSH-UHFFFAOYSA-N' : [110.3, 14.64, 0.25, 0.9, 0.0, 0.24] ,
+'FFSAXUULYPJSKH-UHFFFAOYSA-N' : [145.2, 16.46, 4.98, 1.0, 0.88, 6.54] ,
+'BDERNNFJNOPAEC-UHFFFAOYSA-N' : [75.1, 14.93, 1.39, 1.0, 11.97, 10.35] ,
+'NHTMVDHEPJAVLT-UHFFFAOYSA-N' : [165.5, 14.08, 0.0, 1.0, 0.0, 0.0] ,
+'HNRMPXKDFBEGFZ-UHFFFAOYSA-N' : [133.7, 13.77, 0.0, 1.0, 0.0, 0.0] ,
+'CXOWYJMDMMMMJO-UHFFFAOYSA-N' : [148.9, 14.26, 0.0, 1.0, 0.0, 0.0] ,
+'RLPGDEORIPLBNF-UHFFFAOYSA-N' : [159.5, 14.94, 0.0, 1.0, 0.0, 0.0] ,
+'ZFFMLCVRJBZUDZ-UHFFFAOYSA-N' : [131.2, 14.3, 0.0, 1.0, 0.0, 0.0] ,
+'BZHMBWZPUJHVEE-UHFFFAOYSA-N' : [150.0, 14.29, 0.0, 1.0, 0.0, 0.0] ,
+'UWNADWZGEHDQAB-UHFFFAOYSA-N' : [165.6, 14.74, 0.0, 1.0, 0.0, 0.0] ,
+'OISVCGZHLKNMSJ-UHFFFAOYSA-N' : [116.7, 15.95, 4.16, 0.9, 0.73, 13.12] ,
+'BTANRVKWQNVYAZ-UHFFFAOYSA-N' : [92.0, 14.5, 1.56, 1.0, 8.03, 10.21] ,
+'ZWEHNKRNPOVVGH-UHFFFAOYSA-N' : [90.2, 14.74, 6.64, 1.0, 0.0, 9.7] ,
+'ZNQVEEAIQZEUHB-UHFFFAOYSA-N' : [97.3, 15.12, 7.39, 1.0, 3.77, 16.84] ,
+'CATSNJVOTSVZJV-UHFFFAOYSA-N' : [140.7, 14.72, 4.2, 1.0, 0.0, 6.08] ,
+'ZXEKIIBDNHEJCQ-UHFFFAOYSA-N' : [92.9, 14.19, 1.85, 1.0, 8.3, 10.52] ,
+'DKGAVHZHDRPRBM-UHFFFAOYSA-N' : [94.7, 14.47, 2.55, 1.0, 5.8, 11.93] ,
+'AFABGHUZZDYHJO-UHFFFAOYSA-N' : [132.9, 14.4, 0.0, 1.0, 0.0, 0.0] ,
+'FGLBSLMDCBOPQK-UHFFFAOYSA-N' : [90.6, 14.6, 8.3, 1.0, 0.55, 3.43] ,
+'XNLICIUVMPYHGG-UHFFFAOYSA-N' : [107.3, 15.07, 5.49, 1.0, 0.0, 8.09] ,
+'KFZMGEQAYNKOFK-UHFFFAOYSA-N' : [76.8, 13.95, 1.95, 1.0, 9.23, 11.86] ,
+'HNJBEVLQSNELDL-UHFFFAOYSA-N' : [76.8, 16.72, 11.36, 1.0, 2.39, 27.59] ,
+'VLJXXKKOSFGPHI-UHFFFAOYSA-N' : [146.4, 14.95, 0.0, 1.0, 0.0, 0.0] ,
+'PFEOZHBOMNWTJB-UHFFFAOYSA-N' : [130.4, 14.68, 0.0, 1.0, 0.0, 0.0] ,
+'NTIZESTWPVYFNL-UHFFFAOYSA-N' : [125.8, 15.27, 4.71, 1.0, 0.0, 6.34] ,
+'[emin][(CF3SO2)2N]'          : [258.6, 15.18, 10.72, 0.9, 9.79, 4.75] ,
+'[emmin][(CF3SO2)2N]'         : [275.9, 15.25, 10.83, 0.9, 7.2, 5.11] ,
+'IKHGUXGNUITLKF-UHFFFAOYSA-N' : [56.5, 13.76, 8.48, 1.0, 0.0, 6.5] ,
+'QTBSBXVTEAMEQO-UHFFFAOYSA-N' : [57.6, 14.96, 3.23, 1.0, 24.03, 7.5] ,
+'CSCPPACGZOOCGX-UHFFFAOYSA-N' : [73.8, 13.71, 8.3, 1.0, 0.0, 11.14] ,
+'WEVYAHXRMPXWCK-UHFFFAOYSA-N' : [52.9, 13.78, 11.51, 1.0, 3.49, 8.98] ,
+'KWOLFJPFCHCOCG-UHFFFAOYSA-N' : [117.4, 16.16, 6.5, 0.9, 1.71, 7.12] ,
+'GRWFGVWFFZKLTI-UHFFFAOYSA-N' : [159.0, 17.32, 0.15, 0.95, 0.0, 1.3] ,
+'PAYRUJLWNCNPSJ-UHFFFAOYSA-N' : [91.6, 16.51, 9.41, 0.9, 6.51, 6.34] ,
+'RDOXTESZEPMUJZ-UHFFFAOYSA-N' : [109.2, 16.54, 5.63, 0.9, 0.75, 3.93] ,
+'XKRFYHLGVUSROY-UHFFFAOYSA-N' : [57.1, 9.84, 0.0, 1.0, 0.0, 0.0] ,
+'UHOVQNZJYSORNB-UHFFFAOYSA-N' : [89.5, 16.71, 3.95, 0.9, 0.63, 2.24] ,
+'JFDZBHWFFUWGJE-UHFFFAOYSA-N' : [103.0, 15.43, 8.21, 0.9, 0.15, 7.41] ,
+'QUKGYYKBILRGFE-UHFFFAOYSA-N' : [142.9, 16.17, 6.84, 0.9, 0.54, 5.53] ,
+'WVDDGKGOMKODPV-UHFFFAOYSA-N' : [103.8, 16.56, 5.03, 1.0, 15.01, 6.69] ,
+'QARVLSVVCXYDNA-UHFFFAOYSA-N' : [105.6, 17.1, 4.29, 0.89, 0.0, 3.13] ,
+'RDHPKYGYEGBMSE-UHFFFAOYSA-N' : [75.3, 15.72, 4.41, 1.0, 0.22, 1.56] ,
+'ZTQSAGDEMFDKMZ-UHFFFAOYSA-N' : [90.4, 15.11, 5.97, 1.0, 0.0, 5.27] ,
+'IJDNQMDRQITEOD-UHFFFAOYSA-N' : [96.5, 13.7, 0.0, 1.0, 0.0, 0.0] ,
+'KVNRLNFWIYMESJ-UHFFFAOYSA-N' : [87.9, 14.95, 8.27, 1.0, 0.0, 8.57] ,
+'DKPFZGUDAPQIHT-UHFFFAOYSA-N' : [132.0, 15.22, 4.16, 1.0, 0.0, 6.4] ,
+'OCKPCBLVNKHBMX-UHFFFAOYSA-N' : [156.6, 17.1, 2.51, 0.9, 0.1, 1.83] ,
+'CURLTUGMZLYLDI-UHFFFAOYSA-N' : [42.2, 8.72, 5.68, 1.0, 1.87, 0.0] ,
+'QGJOPFRUJISHPQ-UHFFFAOYSA-N' : [60.6, 19.67, 1.04, 1.0, 0.59, 0.33] ,
+'UGFAIRIUMAVXCW-UHFFFAOYSA-N' : [49.0, 8.15, 0.0, 1.0, 0.0, 0.0] ,
+'VZGDMQKNWNREIO-UHFFFAOYSA-N' : [97.1, 16.54, 1.82, 1.01, 1.25, 0.64] ,
+'MVPPADPHJFYWMZ-UHFFFAOYSA-N' : [102.3, 16.72, 4.17, 0.89, 0.0, 2.5] ,
+'HEDRZPFGACZZDS-UHFFFAOYSA-N' : [80.5, 15.61, 4.5, 0.96, 5.8, 0.12] ,
+'DMEGYFMYUHOHGS-UHFFFAOYSA-N' : [121.7, 17.2, 0.0, 1.0, 0.0, 0.0] ,
+'XDTMQSROBMDMFD-UHFFFAOYSA-N' : [108.9, 16.74, 0.0, 1.0, 0.0, 0.0] ,
+'JHIVVAPYMSGYDF-UHFFFAOYSA-N' : [104.1, 15.8, 6.4, 1.0, 0.0, 10.71] ,
+'WJTCGQSWYFHTAC-UHFFFAOYSA-N' : [134.9, 17.41, 0.0, 1.0, 0.0, 0.0] ,
+'RGSFGYAAUTVSQA-UHFFFAOYSA-N' : [94.6, 16.55, 0.0, 1.0, 0.0, 0.0] ,
+'DIOQZVSQGTUSAI-UHFFFAOYSA-N' : [195.8, 15.7, 0.0, 1.0, 0.0, 0.0] ,
+'DURPTKYDGMDSBL-UHFFFAOYSA-N' : [170.4, 15.13, 1.73, 1.0, 0.0, 5.29] ,
+'YMWUJEATGCHHMB-UHFFFAOYSA-N' : [64.4, 15.94, 6.23, 0.96, 3.98, 0.92] ,
+'RTZKZFJDLAIYFH-UHFFFAOYSA-N' : [104.7, 13.96, 2.79, 1.0, 0.0, 6.61] ,
+'FLKPEMZONWLCSK-UHFFFAOYSA-N' : [199.7, 16.33, 6.14, 1.0, 1.07, 7.81] ,
+'NZZFYRREKKOMAT-UHFFFAOYSA-N' : [81.0, 21.9, 5.19, 1.0, 2.4, 2.08] ,
+'ZAFNJMIOTHYJRJ-UHFFFAOYSA-N' : [141.8, 14.72, 1.9, 1.0, 0.0, 6.39] ,
+'IEJIGPNLZYLLBP-UHFFFAOYSA-N' : [84.7, 17.81, 8.05, 1.0, 0.0, 7.32] ,
+'RYHBNJHYFVUHQT-UHFFFAOYSA-N' : [85.7, 16.96, 6.72, 1.0, 0.0, 10.39] ,
+'POLCUAVZOMRGSN-UHFFFAOYSA-N' : [137.6, 15.2, 2.0, 1.0, 0.0, 5.25] ,
+'ZMXDDKWLCZADIW-UHFFFAOYSA-N' : [77.4, 15.95, 9.51, 1.0, 1.22, 22.65] ,
+'IAZDPXIOMUYVGZ-UHFFFAOYSA-N' : [71.3, 16.12, 13.36, 1.0, 0.0, 26.17] ,
+'SNRUBQQJIBEYMU-UHFFFAOYSA-N' : [228.6, 16.0, 0.0, 1.0, 0.0, 0.0] ,
+'PAPBSGBWRJIAAV-UHFFFAOYSA-N' : [106.8, 16.42, 9.65, 1.0, 0.43, 13.06] ,
+'LFQSCWFLJHTTHZ-UHFFFAOYSA-N' : [58.6, 14.37, 2.53, 1.0, 12.58, 13.29] ,
+'XEKOWRVHYACXOJ-UHFFFAOYSA-N' : [98.6, 14.51, 5.74, 1.0, 0.0, 7.25] ,
+'MTZQAGJQAFMTAQ-UHFFFAOYSA-N' : [144.1, 16.48, 4.97, 1.0, 0.28, 2.4] ,
+'YNQLUTRBYVCPMQ-UHFFFAOYSA-N' : [122.9, 16.78, 2.98, 0.9, 0.23, 1.83] ,
+'IIEWJVIFRVWJOD-UHFFFAOYSA-N' : [143.0, 16.34, 0.0, 1.0, 0.0, 0.0] ,
+'ZTOMUSMDRMJOTH-UHFFFAOYSA-N' : [95.8, 15.12, 12.59, 1.0, 3.76, 9.11] ,
+'IMNFDUFMRHMDMM-UHFFFAOYSA-N' : [147.0, 15.2, 0.0, 1.0, 0.0, 0.0] ,
+'DCAYPVUWAIABOU-UHFFFAOYSA-N' : [294.2, 16.2, 0.0, 1.0, 0.0, 0.0] ,
+'VLKZOEOYAKHREP-UHFFFAOYSA-N' : [131.4, 14.9, 0.0, 1.0, 0.0, 0.0] ,
+'HVTICUPFWKNHNG-UHFFFAOYSA-N' : [93.6, 17.39, 3.58, 1.0, 0.51, 1.96] ,
+'INQOMBQAUSQDDS-UHFFFAOYSA-N' : [62.7, 19.13, 4.21, 1.0, 1.16, 0.83] ,
+'QWTDNUCVQCZILF-UHFFFAOYSA-N' : [117.1, 13.87, 0.0, 1.0, 0.0, 0.0] ,
+'RWGFKTVRMDUZSP-UHFFFAOYSA-N' : [139.9, 17.09, 3.23, 0.9, 0.2, 2.57] ,
+'RLSSMJSEOOYNOY-UHFFFAOYSA-N' : [105.0, 17.86, 4.16, 0.9, 27.15, 2.17] ,
+'OKKJLVBELUTLKV-UHFFFAOYSA-N' : [40.6, 14.43, 3.77, 1.0, 17.43, 14.49] ,
+'KXKVLQRXCPHEJC-UHFFFAOYSA-N' : [79.8, 13.59, 7.54, 1.0, 0.0, 8.38] ,
+'TZIHFWKZFHZASV-UHFFFAOYSA-N' : [62.1, 18.79, 8.29, 1.0, 0.37, 8.62] ,
+'BZLVMXJERCGZMT-UHFFFAOYSA-N' : [119.9, 15.17, 2.48, 1.0, 0.0, 7.4] ,
+'UAEPNZWRGJTJPN-UHFFFAOYSA-N' : [128.2, 16.06, 0.0, 1.0, 0.0, 0.0] ,
+'GDOPTJXRTPNYNR-UHFFFAOYSA-N' : [113.0, 16.1, 0.0, 1.0, 0.0, 0.0] ,
+'NZMAJUHVSZBJHL-UHFFFAOYSA-N' : [182.0, 15.99, 5.02, 1.0, 0.24, 14.07] ,
+'AJFDBNQQDYLMJN-UHFFFAOYSA-N' : [124.5, 15.66, 6.71, 1.0, 0.25, 18.67] ,
+'FXHOOIRPVKKKFG-UHFFFAOYSA-N' : [93.0, 15.86, 9.46, 1.0, 0.0, 21.0] ,
+'PMDCZENCAXMSOU-UHFFFAOYSA-N' : [94.3, 16.07, 4.91, 1.0, 4.14, 22.45] ,
+'LCEDQNDDFOCWGG-UHFFFAOYSA-N' : [100.6, 16.1, 10.91, 1.0, 2.42, 19.29] ,
+'OHLUUHNLEMFGTQ-UHFFFAOYSA-N' : [76.9, 16.22, 5.9, 1.0, 5.28, 23.58] ,
+'ATHHXGZTWNVVOU-UHFFFAOYSA-N' : [59.1, 15.55, 8.92, 1.0, 8.07, 22.01] ,
+'SECXISVLQFMRJM-UHFFFAOYSA-N' : [96.6, 17.64, 9.34, 1.0, 0.0, 24.22] ,
+'LQNUZADURLCDLV-UHFFFAOYSA-N' : [102.7, 16.06, 8.23, 0.9, 0.98, 3.29] ,
+'MCSAJNNLRCFZED-UHFFFAOYSA-N' : [72.0, 14.68, 9.96, 1.0, 1.19, 4.72] ,
+'IJGRMHOSHXDMSA-UHFFFAOYSA-N' : [50.0, 7.48, 0.0, 1.0, 0.0, 0.0] ,
+'LYGJENNIWJXYER-UHFFFAOYSA-N' : [54.1, 13.48, 12.44, 1.0, 4.07, 4.01] ,
+'BKIMMITUMNQMOS-UHFFFAOYSA-N' : [179.6, 15.6, 0.0, 1.0, 0.0, 0.0] ,
+'TVMXDCGIABBOFY-UHFFFAOYSA-N' : [163.4, 15.4, 0.0, 1.0, 0.0, 0.0] ,
+'MYMOFIZGZYHOMD-UHFFFAOYSA-N' : [52.9, 8.84, 0.0, 1.0, 0.0, 0.0] ,
+'URLKBWYHVLBVBO-UHFFFAOYSA-N' : [123.9, 16.06, 2.7, 0.9, 0.27, 1.87] ,
+'OFBQJSOFQDEBGM-UHFFFAOYSA-N' : [116.0, 14.4, 0.0, 1.0, 0.0, 0.0] ,
+'ISWSIDIOOBJBQZ-UHFFFAOYSA-N' : [88.9, 16.66, 4.5, 0.9, 25.14, 5.35] ,
+'ATUOYWHBWRKTHZ-UHFFFAOYSA-N' : [75.7, 13.1, 0.0, 1.0, 0.0, 0.0] ,
+'FVSKHRXBFJPNKK-UHFFFAOYSA-N' : [70.9, 14.95, 9.82, 1.0, 1.08, 6.83] ,
+'YKYONYBAUNKHLG-UHFFFAOYSA-N' : [115.8, 13.98, 5.45, 1.0, 0.0, 7.53] ,
+'JUJWROOIHBZHMG-UHFFFAOYSA-N' : [80.9, 16.39, 6.13, 0.9, 1.61, 14.93] ,
+'SMWDFEZZVXVKRB-UHFFFAOYSA-N' : [118.5, 16.84, 5.96, 0.9, 2.17, 12.1] ,
+'PRAKJMSDJKAYCZ-UHFFFAOYSA-N' : [526.1, 14.49, 0.0, 1.0, 0.0, 0.0] ,
+'HXJUTPCZVOIRIF-UHFFFAOYSA-N' : [95.3, 16.49, 12.16, 1.0, 1.36, 13.52] ,
+'BGHCVCJVXZWKCC-UHFFFAOYSA-N' : [261.3, 16.1, 0.0, 1.0, 0.0, 0.0] ,
+'ZUHZGEOKBKGPSW-UHFFFAOYSA-N' : [221.1, 16.08, 6.73, 1.0, 0.0, 13.53] ,
+'WYURNTSHIVDZCO-UHFFFAOYSA-N' : [81.9, 15.78, 4.41, 1.0, 0.0, 10.43] ,
+'YXFVVABEGXRONW-UHFFFAOYSA-N' : [106.7, 16.61, 3.22, 0.9, 0.57, 2.23] ,
+'STCOOQWBFONSKY-UHFFFAOYSA-N' : [345.0, 15.05, 4.87, 1.0, 0.0, 14.06] ,
+'XSTXAVWGXDQKEL-UHFFFAOYSA-N' : [90.1, 17.19, 2.96, 1.0, 2.07, 0.21] ,
+'ZMANZCXQSJIPKH-UHFFFAOYSA-N' : [139.7, 14.49, 1.02, 1.0, 0.0, 7.7] ,
+'XLYOFNOQVPJJNP-UHFFFAOYSA-N' : [36.0, 10.58, 10.48, 1.0, 52.78, 15.86] 
+    }
+
+
+class MOSCED():
+    r'''Class for calculating activity coefficients at infinite dilution from 
+    the solvation model Modified Separation of Cohesive Energy Density (MOSCED). 
+    The implementation is based on the original paper [1]_.
+    
+    Note: The value 3.4 in the equation for xi is different from the value given 
+    in the publication. The value in the publication (3.24) has been confirmed 
+    to be a typing error.
+    
+    In the following equations 1 refers to the solvent and 2 refers to the solute 
+    
+    .. math::
+        alpha^T = alpha \left( \frac{293}{T} \right)^{0.8}
+
+    .. math::
+        beta^T = beta \left( \frac{293}{T} \right)^{0.8}
+        
+    .. math::
+        tau^T = tau \left( \frac{293}{T} \right)^{0.4}
+        
+    .. math::
+        POL = q_1^4 \left[ 1.15 - 1.15 exp \left( -0.002337 (tau_1^T)^3 \right) \right] + 1
+        
+    .. math::
+        xi = 0.68 (POL-1) + \left[3.4 - 2.4 exp \left(-0.002687 (alpha_1 beta_1)^{1.5} \right) \right]^{(\frac{293}{T})^2}
+        
+    .. math::
+        psi = POL + 0.002629 alpha_1^T beta_1^T
+        
+    .. math::
+        aa = 0.953 - 0.002314\left( (tau_2^T)^2 + alpha_2^T beta_2^T \right)
+        
+    .. math::
+        d_{12} = ln \left(\left(\frac{v_2}{v_1} \right)^{aa} \right) + 1 - \left(\frac{v_2}{v_1} \right)^{aa}
+    
+    .. math::
+        gamma_2^{\infty} = exp\left( \frac{v_2}{RT} \left[ (\lambda_1 - lambda_2)^2 + \frac{q_1^2 q_2^2(tau_1^T - tau_2^T)^2}{psi} + \frac{(alpha_1^T - alpha_2^T)(beta_1^T - beta_2^T)}{xi}  \right] + d_{12} \right)
+        
+
+    Examples
+    --------
+    The DDBST has published an online tool with the implementation of MOSCED here:
+        http://ddbonline.ddbst.com/MOSCEDCalculation/MOSCEDCGI.exe
+        
+    Let's compare the following system at 298.15 K:
+        - Component 1 (solvent): water
+        - Component 2 (solute): 1,1,1-trichloroethane
+        
+    The corresponding InChikeys are:
+        - Component 1: XLYOFNOQVPJJNP-UHFFFAOYSA-N
+        - Component 2: UOCLXMDMGBRAIB-UHFFFAOYSA-N
+
+    >>> from thermo.mosced import MOSCED
+    >>> binary_sys = MOSCED()
+    >>> solvent_params = binary_sys.get_mosced_params('XLYOFNOQVPJJNP-UHFFFAOYSA-N')
+    >>> solute_params = binary_sys.get_mosced_params('UOCLXMDMGBRAIB-UHFFFAOYSA-N')
+    >>> binary_sys.load_mosced_parameters(298.15, solvent_params, solute_params)
+    >>> binary_sys.gamma_infinite_dilution()
+    7971.723485660339
+
+    The solution given by the DDB tool has the same value: 7972.02
+
+    References
+    ----------
+    .. [1] Lazzaroni, M.J., Bush, D., Eckert, C.A., Frank, T.C., Gupta, S. and 
+    Olson, J.D., 2005. Revision of MOSCED parameters and extension to solid 
+    solubility calculations. Industrial & engineering chemistry research, 
+    44(11), pp.4075-4083.
+    
+    '''
+    
+    
+    def __init__(self):
+        self.mosced_params_names = ['V', 'lambda', 'tau', 'q', 'alpha', 'beta']
+        
+    def get_mosced_params(self, inchikey, verbose=False):
+        '''
+        Retrieve MOSCED parameters from the database of the original paper [1]_.
+
+        Parameters
+        ----------
+        inchikey : str
+            InChI key of the component of interest.
+        verbose : Bool, optional
+            The default is False. 
+            Whether to give notice in case that the passed inchikey is not 
+            present in the database
+
+        Returns
+        -------
+        params_dict : dict
+            MOSCED parameters of the compound
+
+        '''
+        
+        if inchikey in mosced_params_2005:
+            params_dict={}
+            for i, param in enumerate(mosced_params_2005[inchikey]):
+                params_dict[self.mosced_params_names[i]] = param
+            return params_dict
+        else:
+            if verbose:
+                print('InChIkey is not present at the MOSCED database')
+            return None
+            
+    def load_mosced_parameters(self, T, solvent_params, solute_params):
+        '''
+        Load MOSCED parameters of the solvent and solute, and temperature of
+        the system.
+
+        Parameters
+        ----------
+        T : float
+            Temperature of the system in K
+        solvent_params : dict
+            MOSCED parameters for the solvent. The corresponding parameters
+            need to be stored with the following keys:
+                ['V', 'lambda', 'tau', 'q', 'alpha', 'beta']
+        solute_params : dict
+            MOSCED parameters for the solute. The corresponding parameters
+            need to be stored with the following keys:
+                ['V', 'lambda', 'tau', 'q', 'alpha', 'beta']
+
+        '''
+        self.T = T
+        self.solvent_params = solvent_params
+        self.solute_params = solute_params
+        self.collect_params_sys()
+        
+    def gamma_infinite_dilution(self):
+        '''
+        Returns
+        -------
+        float
+            Activity coefficient at infinite dilution for the specified system
+
+        '''
+        v2 = self.sys_params['V_2']
+        R = 8.31446261815324
+        T = self.T
+        l1 = self.sys_params['lambda_1']
+        l2 = self.sys_params['lambda_2']
+        q1 = self.sys_params['q_1']
+        q2 = self.sys_params['q_2']
+        t1_T, t2_T = self.tau_T()
+        psi = self.psi()
+        a1_T, a2_T = self.alpha_T()
+        b1_T, b2_T = self.beta_T()
+        xi = self.xi()
+        d12 = self.d12()
+        
+        part_a = (l1-l2)**2
+        part_b = q1**2*q2**2*(t1_T - t2_T)**2/psi
+        part_c = (a1_T - a2_T)*(b1_T - b2_T)/xi
+        
+        return np.exp(v2/(R*T)*(part_a + part_b + part_c) + d12)
+        
+    def collect_params_sys(self):
+        '''
+        Creates a joined dictionary to store the MOSCED parameters of the 
+        solvent and solute using the identifiers 1 and 2, respectively. This is
+        for simple readability.
+
+        Raises
+        ------
+        KeyError
+            In case one of the 6 MOSCED parameters has not been passed 
+
+        '''
+        solvent_id = 1
+        solute_id = 2
+        self.sys_params ={}
+        for name in self.mosced_params_names:
+            if name not in self.solvent_params.keys():
+                raise KeyError(f'{name} key is missing on the solvent params dict')
+            if name not in self.solute_params.keys():
+                raise KeyError(f'{name} key is missing on the solute params dict')
+            self.sys_params[name+'_'+str(solvent_id)] = self.solvent_params[name]
+            self.sys_params[name+'_'+str(solute_id)] = self.solute_params[name]
+        
+    def alpha_T(self):
+        a1_T = self.sys_params['alpha_1']*(293/self.T)**0.8
+        a2_T = self.sys_params['alpha_2']*(293/self.T)**0.8
+        return [a1_T, a2_T]
+    
+    def beta_T(self):
+        b1_T = self.sys_params['beta_1']*(293/self.T)**0.8
+        b2_T = self.sys_params['beta_2']*(293/self.T)**0.8
+        return [b1_T, b2_T]
+    
+    def tau_T(self):
+        t1_T = self.sys_params['tau_1']*(293/self.T)**0.4
+        t2_T = self.sys_params['tau_2']*(293/self.T)**0.4
+        return [t1_T, t2_T]
+    
+    def POL(self):
+        q1 = self.sys_params['q_1']
+        t1_T = self.tau_T()[0]
+        return q1**4 * (1.15-1.15*np.exp(-.002337*t1_T**3)) + 1
+    
+    def xi(self):
+        POL = self.POL()
+        a1 = self.sys_params['alpha_1']
+        b1 = self.sys_params['beta_1']
+        xi_a = 0.68*(POL-1)
+        xi_b = 3.4 - 2.4*np.exp(-0.002687*(a1*b1)**1.5)
+        return xi_a + xi_b**((293/self.T)**2)
+    
+    def psi(self):
+        POL = self.POL()
+        a1_T = self.alpha_T()[0]
+        b1_T = self.beta_T()[0]
+        return POL + 0.002629*a1_T*b1_T
+    
+    def aa(self):
+        t2_T = self.tau_T()[1]
+        a2_T = self.alpha_T()[1]
+        b2_T = self.beta_T()[1]
+        return 0.953 - 0.002314*(t2_T**2 + a2_T*b2_T)
+    
+    def d12(self):
+        v2 = self.sys_params['V_2']
+        v1 = self.sys_params['V_1']
+        aa = self.aa()
+        return np.log((v2/v1)**aa) + 1 - (v2/v1)**aa
+