determination of swcc variables.xls

45
Please input fitting Parameters a= 151 n= 3.49 m= 5.21 0.3447 124.52 73.02 s= 0.846 186.64 4E-006 s= C r = max = b = r = r = '= 0.01 0.1 1 10 100 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 1; 0.0 1; 0.345 Experimental data Fredlund and Xing' Matric Suction, (kPa) Gravimetric Water Content, w

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Page 1: Determination of SWCC Variables.xls

Please input fitting Parameters

a= 151 n= 3.49 m= 5.21 0.3447

124.52

73.02 s= 0.846 186.64 4E-006

s= Cr=

max=

b=

r=

r= '=

0.01 0.1 1 10 100 1000 10000 100000 1000000

-0.2

-0.1

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

1; 0.000

1; 0.345

Experimental data Fredlund and Xing's (1994) equation

Matric Suction, (kPa)

Gra

vim

etri

c W

ater

Con

tent

, w

Page 2: Determination of SWCC Variables.xls

1500 Experimental data

5000 1 0.1 0.279801

2 10 0.27306585

3 30 0.24866141

4 70 0.20726276

5 100 0.16684226

6 130 0.13894042

7 170 0.11209648

8 200 0.09957896

9 300 0.0833654

10 450 0.0680597

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

w

0.01 0.1 1 10 100 1000 10000 100000 1000000

-0.2

-0.1

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

1; 0.000

1; 0.345

Experimental data Fredlund and Xing's (1994) equation

Matric Suction, (kPa)

Gra

vim

etri

c W

ater

Con

tent

, w

Matric suction of point selected to draw the tangent line.

Page 3: Determination of SWCC Variables.xls

0.01 0.344708 s1= 8.14E-007

Experimental data 0.02 0.344708 s2= 1.63E-006 AEV=

0.04 0.344707 s3= 3.25E-006

0.06 0.344707 s4= 4.88E-006

0.08 0.344706 s5= 6.51E-006 s1=

0.1 0.344705 s6= 8.14E-006 s2=

0.2 0.344702 s7= 1.63E-005

0.4 0.344695 s8= 3.25E-005

0.6 0.344687 s9= 4.88E-005

0.8 0.34468 s10= 6.51E-005

1 0.344673 s11= 8.14E-005

2 0.344638 s12= 0.000164

4 0.344565 s13= 0.000341

6 0.344489 s14= 0.000554

8 0.344404 s15= 0.000832

10 0.344306 s16= 0.001212 AEV=

12 0.344191 s17= 0.001731 AEV=

15 0.343975 s18= 0.002869

20 0.343443 s19= 0.006134 AEV=

40 0.337048 s20= 0.052876

60 0.317837 s21= 0.193647

80 0.279897 s22= 0.438852

100 0.224673 s23= 0.701639

200 0.022372 s24= 0.276874

400 0.000493 s25= 0.005467

600 8.80E-005 s26= 0.000755

800 3.28E-005 s27= 0.000238

1000 1.69E-005 s28= 0.000109

2000 3.14E-006 s29= 1.53E-005

4000 8.36E-007 s30= 3.33E-006

6000 4.28E-007 s31= 1.56E-006

8000 2.75E-007 s32= 9.47E-007

10000 1.98E-007 s33= 6.57E-007

20000 7.69E-008 s34= 2.32E-007

40000 3.19E-008 s35= 9.09E-008

50000 2.42E-008 s36= 6.84E-008

80000 1.37E-008 s37= 3.84E-008

100000 1.04E-008 s38= 2.95E-008

500000 9.90E-010 s39= 4.75E-009

1000000 0 s40= 2.14E-009

x1=

y1=

intial=

x2=

y2=

x3=

y3= max=

x4=

y4=

x5=

y5=

x6=

y6=

x7=

y7=

x8=

y8= max=

x9=

y9=

r=

x10=

y10= '=

x11=

y11=

x12=

y12=

intial=

x13=

y13= max=

x14=

y14= =

x15=

y15=

x16=

y16=

x17=

y17=

x18=

y18=

x19=

y19=

x20=

y20=

x21=

y21=

x22=

y22=

r=

x23=

y23=

r=

x24=

y24=

x25=

y25=

r=

x26=

y26=

x27=

y27=

x28=

y28=

x29=

y29=

x30=

y30=

x31=

y31=

x32=

y32=

x33=

y33=

x34=

y34=

x35=

y35=

x36=

y36=

x37=

y37=

x38=

y38=

x39=

y39=

x40=

y40=

Page 4: Determination of SWCC Variables.xls

0.01 0.344709

73.01788 0.344709

124.5165 0.148668

0.845742 2.249919E-005

2.17E-006 5.74E-007 0.0058771922

0.7072851168

124.5165 0.148668 1510.419

186.6406 3.67E-006 s2= 2.08E-006

5000 5.74E-007

0.01 0.148668

124.5165 0.148668

124.5165 0

73.01788 0.344709

73.01788 0.444709

58.91932 0.364709

73.01788 0.344709

112.143 0.364709

186.6406 3.67E-006

186.6406 -0.079996

159.5424 -0.019996

186.6406 3.67E-006

207.2174 -0.019996

73.01788 0.344709

186.6406 3.67E-006

s=s=i=

'=

i= '= '=r='=

i=i==

r=

r=

Page 5: Determination of SWCC Variables.xls

5.86E-006

Page 6: Determination of SWCC Variables.xls

a= 151.042 n= 3.494 m= 5.2125217 0.3447086

MSSE= 57.46% 48.39% ARE= 68.15% 1500

a= 151.042 n= 3.494 m= 5.213 0.345 AEV= 65.916 124.517 Porosity n= 0.41235

0.01 0.3447083 8E-007

0.02 0.3447079 2E-006

0.04 0.3447072 3E-006

0.06 0.3447065 5E-006

0.08 0.3447058 7E-006

0.1 0.3447051 8E-006

0.2 0.3447016 2E-005

0.4 0.3446945 3E-005

0.6 0.3446874 5E-005

0.8 0.3446804 7E-005

1 0.3446733 8E-005

2 0.3446378 0.0002

4 0.3445654 0.0003

6 0.3444886 0.0006

8 0.3444037 0.0008

10 0.3443063 0.0012

12 0.3441915 0.0017 x1=

15 0.3439746 0.0029 x2=

20 0.3434427 0.0061 x3=

40 0.3370482 0.0529 x4=

60 0.317837 0.1936 x5=

80 0.2798971 0.4389 x6=

100 0.2246727 0.7016 x7=

200 0.0223718 0.2769 x8=

400 0.0004926 0.0055 x9=

600 8.796E-005 0.0008 x10=

800 3.281E-005 0.0002 x11=

1000 1.689E-005 0.0001 x12=

2000 3.136E-006 2E-005 x13=

4000 8.361E-007 3E-006 x14=

6000 4.280E-007 2E-006 x15=

8000 2.752E-007 9E-007 x16=

10000 1.984E-007 7E-007 x17=

20000 7.687E-008 2E-007 x18=

40000 3.191E-008 9E-008 x19=

50000 2.424E-008 7E-008 x20=

80000 1.366E-008 4E-008 x21=

s=

R2= r=

s=

max=

x1=

y1=

x2=

y2=

x3=

y3=

x4=

y4=

x5=

y5=

x6=

y6=

x7=

y7=

x8=

y8=

x9=

y9=

x10=

y10=

x11=

y11=

x12=

y12=

x13=

y13=

x14=

y14=

x15=

y15=

x16=

y16=

x17=

y17=

x18=

y18=

x19=

y19=

x20=

y20=

x21=

y21=

x22=

y22=

x23=

y23=

x24=

y24=

x25=

y25=

x26=

y26=

x27=

y27=

x28=

y28=

x29=

y29=

x30=

y30=

x31=

y31=

x32=

y32=

x33=

y33=

x34=

y34=

x35=

y35=

x36=

y36=

x37=

y37=

Page 7: Determination of SWCC Variables.xls

100000 1.039E-008 3E-008 x22=

500000 9.897E-010 5E-009 x23=

1000000 0 2E-009 x24=x25=

151.04187 151.04187393 0.0832806 0.0833 x26=151.04187 0.01 0 0.0833 x27=

x28=

AEV= 65.916205 65.916205285 0.3447086 0.3447 x29=151.04187 0.01 0.0832806 0.3447 x30=

x31=x32=x33=x34=x35=

x1=x2=x3=x4=x5=x6=x7=x8=x9=x10=x11=x12=x13=x14=x15=x16=x17=x18=x19=x20=x21=x22=x23=x24=x25=x26=x27=

x38=

y38=

x39=

y39=

x40=

y40=

i= i=

AEV=

Page 8: Determination of SWCC Variables.xls

x28=x29=x30=x31=x32=x33=x34=x35=

Total:

SSE=

Page 9: Determination of SWCC Variables.xls

0.509

1 y1= 0.509 y'1= 0.344673

19.9938 y2= 0.5076 y'2= 0.343444

50.1631 y3= 0.4897 y'3= 0.329369

99.4121 y4= 0.3131 y'4= 0.226461

199.35 y5= 0.2028 y'5= 0.022766

399.754 y6= 0.1393 y'6= 0.000494

695.84 y7= 0.0979 y'7= 5.19E-005

991.194 y8= 0.0759 y'8= 1.73E-005

1197.03 y9= 0.0455 y'9= 1.04E-005

0 y10= 0 y'10= 0.344709

0 y11= 0 y'11= 0.344709

0 y12= 0 y'12= 0.344709

0 y13= 0 y'13= 0.344709

0 y14= 0 y'14= 0.344709

0 y15= 0 y'15= 0.344709

0 y16= 0 y'16= 0.344709

0 y17= 0 y'17= 0.344709

0 y18= 0 y'18= 0.344709

0 y19= 0 y'19= 0.344709

0 y20= 0 y'20= 0.344709

0 y21= 0 y'21= 0.344709

0.01 0.1 1 10 100 1000 10000 100000 10000000

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8Experimental DataColumn FMethod ASlope

Matric Suction, (kPa)

Vol

umet

ric

wat

er c

onen

t,

w

Page 10: Determination of SWCC Variables.xls

0 y22= 0 y'22= 0.344709

0 y23= 0 y'23= 0.344709

0 y24= 0 y'24= 0.3447090 y25= 0 y'25= 0.3447090 y26= 0 y'26= 0.3447090 y27= 0 y'27= 0.3447090 y28= 0 y'28= 0.3447090 y29= 0 y'29= 0.3447090 y30= 0 y'30= 0.3447090 y31= 0 y'31= 0.3447090 y32= 0 y'32= 0.3447090 y33= 0 y'33= 0.3447090 y34= 0 y'34= 0.3447090 y35= 0 y'35= 0.344709

1 y1= 0.509 y'1= 0.34467319.9938 y2= 0.5076 y'2= 0.34344450.1631 y3= 0.4897 y'3= 0.32936999.4121 y4= 0.3131 y'4= 0.226461

199.35 y5= 0.2028 y'5= 0.022766399.754 y6= 0.1393 y'6= 0.000494

695.84 y7= 0.0979 y'7= 5.19E-005991.194 y8= 0.0759 y'8= 1.73E-0051197.03 y9= 0.0455 y'9= 1.04E-005

y10= y'10= 0.344709y11= y'11= 0.344709y12= y'12= 0.344709y13= y'13= 0.344709y14= y'14= 0.344709y15= y'15= 0.344709y16= y'16= 0.344709y17= y'17= 0.344709y18= y'18= 0.344709y19= y'19= 0.344709y20= y'20= 0.344709y21= y'21= 0.344709y22= y'22= 0.344709y23= y'23= 0.344709y24= y'24= 0.344709y25= y'25= 0.344709y26= y'26= 0.344709y27= y'27= 0.344709

Page 11: Determination of SWCC Variables.xls

y28= y'28= 0.344709y29= y'29= 0.344709y30= y'30= 0.344709y31= y'31= 0.344709y32= y'32= 0.344709y33= y'33= 0.344709y34= y'34= 0.344709y35= y'35= 0.344709

0.57461 #NAME? 9 0.4839 0.264521R2= ymean

=

Page 12: Determination of SWCC Variables.xls

0.241296

0.083295

0.725936

2.10594

0.715692

4.90E-005

0.18959

0.0269920908 1 1

0.0269427389 1.002719 1

0.0256917203 1.039438 1

0.0075068287 1.625555 1

0.0323974253 2.510202 2

0.0192698718 3.653478 3

0.0095803271 5.19719 5

0.0057524318 6.709095 6

0.0020708691 11.18184 11

i=s=

s/s=

1==========1=12=13=14=15=16=17=18=19==

0.01 0.1 1 10 100 1000 10000 100000 10000000

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8Experimental DataColumn FMethod ASlope

Matric Suction, (kPa)

Vol

umet

ric

wat

er c

onen

t,

w

Page 13: Determination of SWCC Variables.xls

124.51652655

SSE= 0.1562043

(yi-yi')/yi

0.1041979039 0.059753 0.0269921 0.32280.1045736996 0.059081 0.0269427 0.32340.1071550884 0.050685 0.0256917 0.32730.0765741262 0.00236 0.0075068 0.27670.7880435455 0.003815 0.0323974 0.88770.9929199594 0.015678 0.0192699 0.99650.9989412791 0.027752 0.0095803 0.99950.9995436342 0.035592 0.0057524 0.99980.9995432271 0.047963 0.0020709 0.9998

=

(yi-ymean

)2 (yi-y'i)2

1==========1=12=13=14=15=16=17=18=19=20=21=22=23=24=25=26=27=

Page 14: Determination of SWCC Variables.xls

0.302679 0.1562043

ARE= 0.6814919033

28=29=30=31=32=33=34=35=

Page 15: Determination of SWCC Variables.xls
Page 16: Determination of SWCC Variables.xls

0.9877386642-9.46476E-0055.826199E-0080.1508934379-0.00297197642.340578E-005

S'= -0.0029498177S''= 2.369017E-005

5.034500E-011

Target = 2.534619E-021

C()=C()'=C()''=='=''=

S''*+S'=

Page 17: Determination of SWCC Variables.xls
Page 18: Determination of SWCC Variables.xls

a= 151.042 n= 3.494 m= 5.2125217

MSSE= 1.09% 98.47% ARE= 6.66%

a= 151.042 n= 3.494 m= 5.213 AEV= 65.916 Porosity n=

0.01 0.3447083 8E-007

0.02 0.3447079 2E-006

0.04 0.3447072 3E-006

0.06 0.3447065 5E-006

0.08 0.3447058 7E-006

0.1 0.3447051 8E-006

0.2 0.3447016 2E-005

0.4 0.3446945 3E-005

0.6 0.3446874 5E-005

0.8 0.3446804 7E-005

1 0.3446733 8E-005

2 0.3446378 0.0002

4 0.3445654 0.0003

6 0.3444886 0.0006

8 0.3444037 0.0008

10 0.3443063 0.0012

12 0.3441915 0.0017

15 0.3439746 0.0029

20 0.3434427 0.0061

40 0.3370482 0.0529

60 0.317837 0.1936

80 0.2798971 0.4389

100 0.2246727 0.7016

200 0.0223718 0.2769

400 0.0004926 0.0055

600 8.796E-005 0.0008

800 3.281E-005 0.0002

1000 1.689E-005 0.0001

1500 5.959E-006 3E-005

4000 8.361E-007 3E-006

6000 4.280E-007 2E-006

8000 2.752E-007 9E-007

10000 1.984E-007 7E-007

20000 7.687E-008 2E-007

40000 3.191E-008 9E-008

50000 2.424E-008 7E-008

80000 1.366E-008 4E-008

100000 1.039E-008 3E-008

500000 9.897E-010 5E-009

1000000 0 2E-009

s=

R2= r=

s=

x1=

y1=

x2=

y2=

x3=

y3=

x4=

y4=

x5=

y5=

x6=

y6=

x7=

y7=

x8=

y8=

x9=

y9=

x10=

y10=

x11=

y11=

x12=

y12=

x13=

y13=

x14=

y14=

x15=

y15=

x16=

y16=

x17=

y17=

x18=

y18=

x19=

y19=

x20=

y20=

x21=

y21=

x22=

y22=

x23=

y23=

x24=

y24=

x25=

y25=

x26=

y26=

x27=

y27=

x28=

y28=

x29=

y29=

x30=

y30=

x31=

y31=

x32=

y32=

x33=

y33=

x34=

y34=

x35=

y35=

x36=

y36=

x37=

y37=

x38=

y38=

x39=

y39=

x40=

y40=

Page 19: Determination of SWCC Variables.xls

151.04187 151.04187393 0.0832806 0.0833151.04187 0.01 0 0.0833

AEV= 65.916205 65.916205285 0.3447086 0.3447

151.04187 0.01 0.0832806 0.3447

i= i=

AEV=

Page 20: Determination of SWCC Variables.xls
Page 21: Determination of SWCC Variables.xls

0.3447086

1500

0.345 1

0.3447

x1= 0.01 y1= 0.3447 y'1=

x2= 3 y2= 0.3447 y'2=

x3= 18 y3= 0.3355 y'3=

x4= 53 y4= 0.2994 y'4=

x5= 88 y5= 0.2729 y'5=

x6= 108 y6= 0.2046 y'6=

x7= 121 y7= 0.1597 y'7=

x8= 143 y8= 0.0804 y'8=

x9= 166 y9= 0.0674 y'9=

x10= 0 y10= 0 y'10=

x11= 0 y11= 0 y'11=

x12= 0 y12= 0 y'12=

x13= 0 y13= 0 y'13=

x14= 0 y14= 0 y'14=

x15= 0 y15= 0 y'15=

x16= 0 y16= 0 y'16=

x17= 0 y17= 0 y'17=

x18= 0 y18= 0 y'18=

x19= 0 y19= 0 y'19=

x20= 0 y20= 0 y'20=

x21= 0 y21= 0 y'21=

x22= 0 y22= 0 y'22=

x23= 0 y23= 0 y'23=

x24= 0 y24= 0 y'24=

0.01 0.1 1 10 100 1000 10000 100000 10000000

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

Experimental Data

Method A

Matric Suction, ψ (kPa)

Vol

umet

ric

wat

er c

onte

nt, θ

w

Page 22: Determination of SWCC Variables.xls

x25= 0 y25= 0 y'25=x26= 0 y26= 0 y'26=x27= 0 y27= 0 y'27=x28= 0 y28= 0 y'28=x29= 0 y29= 0 y'29=

x30= 0 y30= 0 y'30=x31= 0 y31= 0 y'31=x32= 0 y32= 0 y'32=x33= 0 y33= 0 y'33=x34= 0 y34= 0 y'34=x35= 0 y35= 0 y'35=

x1= 0.01 y1= 0.345 y'1=x2= 3 y2= 0.345 y'2=x3= 18 y3= 0.336 y'3=x4= 53 y4= 0.299 y'4=x5= 88 y5= 0.273 y'5=x6= 108 y6= 0.205 y'6=x7= 121 y7= 0.160 y'7=x8= 143 y8= 0.080 y'8=x9= 166 y9= 0.07 y'9=x10= y10= y'10=x11= y11= y'11=x12= y12= y'12=x13= y13= y'13=x14= y14= y'14=x15= y15= y'15=x16= y16= y'16=x17= y17= y'17=x18= y18= y'18=x19= y19= y'19=x20= y20= y'20=x21= y21= y'21=x22= y22= y'22=x23= y23= y'23=x24= y24= y'24=x25= y25= y'25=x26= y26= y'26=x27= y27= y'27=x28= y28= y'28=x29= y29= y'29=x30= y30= y'30=x31= y31= y'31=x32= y32= y'32=x33= y33= y'33=x34= y34= y'34=

Page 23: Determination of SWCC Variables.xls

x35= y35= y'35=

Total:

SSE= 0.010933 #NAME? 9 0.9847R2= ymean

=

Page 24: Determination of SWCC Variables.xls

0.241296

0.083295

0.725936

2.10594

0.715692

4.90E-005

0.18959

0.344708 1.248493E-013 1 1

0.344602 1.137310E-008 1 1

0.343686 6.630706E-005 1.027316 1

0.326491 0.0007324341 1.151224 1

0.259467 0.0001808762 1.263058 1

0.19988 2.252013E-005 1.684584 1

0.159553 2.372523E-008 2.158379 2

0.099672 0.0003709138 4.286741 4

0.055903 0.0001333216 5.110638 5

0.344709 0.1188240465

0.344709 0.1188240465

0.344709 0.1188240465

0.344709 0.1188240465

0.344709 0.1188240465

0.344709 0.1188240465

0.344709

0.344709

0.344709

0.344709

0.344709

0.344709

0.344709

0.344709

0.344709

i=s=

s/s=

1==========1=12=13=14=15=16=17=18=19==

0.01 0.1 1 10 100 1000 10000 100000 10000000

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

Experimental Data

Method A

Matric Suction, ψ (kPa)

Vol

umet

ric

wat

er c

onte

nt, θ

w

Page 25: Determination of SWCC Variables.xls

0.3447090.3447090.3447090.3447090.344709

0.3447090.3447090.3447090.3447090.3447090.344709 SSE= 0.7144507

(yi-yi')/yi

0.344708 1.050707E-012 0.01217 1.248E-013 1E-0060.344602 9.571378E-008 0.01217 1.137E-008 0.00030.343686 0.0005889295 0.010232 6.631E-005 0.02430.326491 0.0081692883 0.00423 0.0007324 0.09040.259467 0.0024284183 0.001484 0.0001809 0.04930.19988 0.0005378382 0.000886 2.252E-005 0.02320.159553 9.301687E-007 0.005577 2.373E-008 0.0010.099672 0.0573618556 0.023709 0.0003709 0.23950.055903 0.0293053109 0.027869 0.0001333 0.17120.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.3447090.344709

(yi-ymean

)2 (yi-y'i)2

1==========1=12=13=14=15=16=17=18=19=20=21=22=23=24=25=26=27=28=29=30=31=32=33=34=

Page 26: Determination of SWCC Variables.xls

0.344709

0.098328 0.0015064

0.234389 ARE= 0.0665653838

35=

Page 27: Determination of SWCC Variables.xls
Page 28: Determination of SWCC Variables.xls

96

9.38199E-0080.000178477

0.005371375

0.005728422 3.28E-005

(yi-yi')/yi

=

C''()*C'()*'C()*''=

(C())''=

Page 29: Determination of SWCC Variables.xls
Page 30: Determination of SWCC Variables.xls

Please input fitting Parameters

a= 26.87 n= 0.4153 m= 2.4555 0.78 5000

1.5501

0.075 s= 0.131 44445 0.026 2

s= '=

max=

b=

r=

r=

max=

0.01 0.1 1 10 100 1000 10000 100000 1000000

-0.2

0

0.2

0.4

0.6

0.8

1

1; 0.026

1; 0.780

Experimental data Fredlund & Xing 1994 (Method B)

Slope Column AC

Matric Suction, ( kPa)

Vol

umet

ric

Wat

er C

onte

nt,

w

Page 31: Determination of SWCC Variables.xls

Experimental data

1 0.1 0.279801

2 10 0.27306585

3 30 0.24866141

4 70 0.20726276

5 100 0.16684226

6 130 0.13894042

7 170 0.11209648

8 200 0.09957896

9 300 0.0833654

10 450 0.0680597

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

w

0.01 0.1 1 10 100 1000 10000 100000 1000000

-0.2

0

0.2

0.4

0.6

0.8

1

1; 0.026

1; 0.780

Experimental data Fredlund & Xing 1994 (Method B)

Slope Column AC

Matric Suction, ( kPa)

Vol

umet

ric

Wat

er C

onte

nt,

w

Matric suction of point selected to draw the tangent line.

Page 32: Determination of SWCC Variables.xls

0.01 0.754263 s1= 0.023871

0.02 0.746019 s2= 0.031203 AEV=

0.04 0.735277 s3= 0.040526

0.06 0.727579 s4= 0.047046

0.08 0.721384 s5= 0.052194 s1=

0.1 0.71612 s6= 0.056501 s2=

0.2 0.696895 s7= 0.071685

0.4 0.672687 s8= 0.089586

0.6 0.655901 s9= 0.101194

0.8 0.642721 s10= 0.109842

1 0.631743 s11= 0.116728

2 0.593325 s12= 0.138548

4 0.548416 s13= 0.159478

6 0.519356 s14= 0.170341

8 0.497645 s15= 0.177058

10 0.480262 s16= 0.181562 AEV=

12 0.465758 s17= 0.184721 AEV=

15 0.447697 s18= 0.187885

20 0.42403 s19= 0.190726 AEV=

40 0.366298 s20= 0.191333

60 0.332898 s21= 0.187511

80 0.309735 s22= 0.183033

100 0.292204 s23= 0.178639

200 0.240974 s24= 0.160798

400 0.195804 s25= 0.138876

600 0.172538 s26= 0.125354

800 0.157474 s27= 0.115814

1000 0.146604 s28= 0.108558

2000 0.117166 s29= 0.087438

4000 0.093667 s30= 0.069216 F1=

6000 0.082301 s31= 0.06006 F2=

8000 0.075168 s32= 0.054229

10000 0.070116 s33= 0.050073 AEV=

20000 0.056771 s34= 0.039046 AEV=

40000 0.04636 s35= 0.030493

50000 0.043518 s36= 0.028185

80000 0.038213 s37= 0.023925

100000 0.035981 s38= 0.022157

500000 0.024 s39= 0.013054

1000000 0.020464 s40= 0.010547

x1=

y1=

intial=

x2=

y2=

x3=

y3= max=

x4=

y4=

x5=

y5=

x6=

y6=

x7=

y7=

x8=

y8= max=

x9=

y9=

r=

x10=

y10= '=

x11=

y11=

x12=

y12=

intial=

x13=

y13= max=

x14=

y14= =

x15=

y15=

x16=

y16=

x17=

y17=

x18=

y18=

x19=

y19=

x20=

y20=

x21=

y21=

x22=

y22=

r=

x23=

y23=

r=

x24=

y24=

x25=

y25=

r=

x26=

y26=

x27=

y27=

x28=

y28=

x29=

y29=

x30=

y30=

x31=

y31=

x32=

y32=

x33=

y33=

x34=

y34=

x35=

y35= max=

x36=

y36= max=

x37=

y37=

r=

x38=

y38=

r=

x39=

y39= '=

x40=

y40=

Page 33: Determination of SWCC Variables.xls

0.01 0.78

0.074841 0.78

1.550052 0.608216

0.130515

0.064039 0.087213

1.550052 0.608216

44444.74 0.026449

5000 0.087213

0.01 0.608216

1.550052 0.608216

1.550052 0

0.074841 0.78

0.074841 0.88

0.085199 0.8

0.074841 0.78

0.05775 0.8

44444.74 0.026449

44444.74 -0.053551

32239.31 0.006449

44444.74 0.026449

55052.47 0.006449

0.074841 0.78

44444.74 0.026449

2.791714

1.174794

0.074841 0.78

0.074841 0.608216

1.550052 0.608216

1.550052 0.026449

44444.74 0.026449

44444.74 0.087213

5000 0.087213

s=s=i=

'=

i=r='=

i=i==

r=

r=

s=

i=i=

r=r='='=

Page 34: Determination of SWCC Variables.xls

a= 26.870 n= 0.415 m= 2.4555139 0.78

MSSE= 17.97% 98.50% ARE= 21.78%

a= 26.870 n= 0.415 m= 2.456 0.780 AEV= 0.281106 ### Porosity n= 2

0.01 0.754263 0.0239

0.02 0.7460188 0.0312

0.04 0.735277 0.0405

0.06 0.727579 0.047

0.08 0.7213842 0.0522

0.1 0.7161197 0.0565

0.2 0.6968951 0.0717

0.4 0.6726872 0.0896

0.6 0.6559008 0.1012

0.8 0.6427206 0.1098

1 0.6317432 0.1167

2 0.5933246 0.1385

4 0.5484161 0.1595

6 0.5193563 0.1703

8 0.4976447 0.1771

10 0.4802623 0.1816

12 0.4657577 0.1847 x1=

15 0.4476965 0.1879 x2=

20 0.4240299 0.1907 x3=

40 0.3662975 0.1913 x4=

60 0.3328976 0.1875 x5=

80 0.3097354 0.183 x6=

100 0.2922044 0.1786 x7=

200 0.2409738 0.1608 x8=

400 0.1958042 0.1389 x9=

600 0.1725383 0.1254 x10=

800 0.1574742 0.1158 x11=

1000 0.1466036 0.1086 x12=

2000 0.1171661 0.0874 x13=

4000 0.0936673 0.0692 x14=

6000 0.0823014 0.0601 x15=

8000 0.0751675 0.0542 x16=

10000 0.0701161 0.0501 x17=

20000 0.0567707 0.039 x18=

40000 0.0463599 0.0305 x19=

50000 0.0435182 0.0282 x20=

80000 0.0382131 0.0239 x21=

s=

R2=

s=

max=

x1=

y1=

x2=

y2=

x3=

y3=

x4=

y4=

x5=

y5=

x6=

y6=

x7=

y7=

x8=

y8=

x9=

y9=

x10=

y10=

x11=

y11=

x12=

y12=

x13=

y13=

x14=

y14=

x15=

y15=

x16=

y16=

x17=

y17=

x18=

y18=

x19=

y19=

x20=

y20=

x21=

y21=

x22=

y22=

x23=

y23=

x24=

y24=

x25=

y25=

x26=

y26=

x27=

y27=

x28=

y28=

x29=

y29=

x30=

y30=

x31=

y31=

x32=

y32=

x33=

y33=

x34=

y34=

x35=

y35=

x36=

y36=

x37=

y37=

Page 35: Determination of SWCC Variables.xls

100000 0.0359814 0.0222 x22=

500000 0.0239998 0.0131 x23=

1000000 0.0204636 0.0105 x24=x25=

26.869847 26.87 0.3994675 0.3995 x26=26.869847 0.01 0 0.3995 x27=

x28=

AEV= 0.2811059 0.281 0.78 0.78 x29=26.869847 0.01 0.3994675 0.78 x30=

x31=

x32=

x33=x34=x35=

x1=x2=x3=x4=x5=x6=x7=x8=x9=x10=x11=x12=x13=x14=x15=x16=x17=x18=x19=x20=x21=x22=x23=x24=x25=x26=x27=x28=

x38=

y38=

x39=

y39=

x40=

y40=

i= i=

AEV=

Page 36: Determination of SWCC Variables.xls

x29=x30=x31=x32=x33=x34=x35=

Total:

SSE=

Page 37: Determination of SWCC Variables.xls

0.78

0.010287 y1= 0.78 y'1= 0.753968

1.04343 y2= 0.704 y'2= 0.629576

1.94639 y3= 0.5948 y'3= 0.594954

4.06659 y4= 0.5079 y'4= 0.547271

8.25892 y5= 0.479 y'5= 0.495191

15.8489 y6= 0.4144 y'6= 0.443197

31.2885 y7= 0.3631 y'7= 0.386762

63.5443 y8= 0.3252 y'8= 0.328233

121.942 y9= 0.2918 y'9= 0.277005

197.417 y10= 0.2629 y'10= 0.241883

400.938 y11= 0.2317 y'11= 0.195663

4213.23 y12= 0.1047 y'12= 0.09212

37351.5 y13= 0.0312 y'13= 0.047278

84963.2 y14= 0.0178 y'14= 0.037594

154060.9 y15= 0.0156 y'15= 0.032114

304142.4 y16= 0.0134 y'16= 0.027053

0 y17= 0 y'17= 0.78

0 y18= 0 y'18= 0.78

0 y19= 0 y'19= 0.78

0 y20= 0 y'20= 0.78

0 y21= 0 y'21= 0.78

1==========1=12=13=14=15=16=17=18=19=20=21=

1 10 100 1000 10000 100000 10000000

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

Experimental Data

F&X 1994 equation

Matric Suction, ψ (kPa)

Voi

d R

atio

Page 38: Determination of SWCC Variables.xls

0 y22= 0 y'22= 0.78

0 y23= 0 y'23= 0.78

0 y24= 0 y'24= 0.780 y25= 0 y'25= 0.780 y26= 0 y'26= 0.780 y27= 0 y'27= 0.780 y28= 0 y'28= 0.780 y29= 0 y'29= 0.780 y30= 0 y'30= 0.780 y31= 0 y'31= 0.78

0 y32= 0 y'32= 0.78

0 y33= 0 y'33= 0.780 y34= 0 y'34= 0.780 y35= 0 y'35= 0.78

0.010287 y1= 0.78 y'1= 0.7539681.04343 y2= 0.704 y'2= 0.6295761.94639 y3= 0.5948 y'3= 0.5949544.06659 y4= 0.5079 y'4= 0.5472718.25892 y5= 0.479 y'5= 0.49519115.8489 y6= 0.4144 y'6= 0.44319731.2885 y7= 0.3631 y'7= 0.38676263.5443 y8= 0.3252 y'8= 0.328233121.942 y9= 0.2918 y'9= 0.277005197.417 y10= 0.2629 y'10= 0.241883400.938 y11= 0.2317 y'11= 0.1956634213.23 y12= 0.1047 y'12= 0.0921237351.5 y13= 0.0312 y'13= 0.04727884963.2 y14= 0.0178 y'14= 0.037594

1.54E+05 y15= 0.0156 y'15= 0.0321143.04E+05 y16= 0.0134 y'16= 0.027053

y17= y'17= 0.78y18= y'18= 0.78y19= y'19= 0.78y20= y'20= 0.78y21= y'21= 0.78y22= y'22= 0.78y23= y'23= 0.78y24= y'24= 0.78y25= y'25= 0.78y26= y'26= 0.78y27= y'27= 0.78y28= y'28= 0.78

22=23=24=25=26=27=28=29=30=31=32=33=34=35=

1==========1=12=13=14=15=16=17=18=19==

Page 39: Determination of SWCC Variables.xls

y29= y'29= 0.78y30= y'30= 0.78y31= y'31= 0.78y32= y'32= 0.78y33= y'33= 0.78y34= y'34= 0.78y35= y'35= 0.78

0.179696 #NAM 15 0.985 0.321089 ARE=

R2= ymean

=

Page 40: Determination of SWCC Variables.xls

0.546

0.399501

0.192133 0.28

0.246324 0.28

0.28

0.192133 0.28

0.28

0.187953 0.28

0.2799998

0.429 0.2799991

0.2799978

0.2799957

0.2799928

0.279964

0.2798205

0.2795415

0.2791093

0.2785114

0.000677683 1 1 0.2777389

0.005533011 1.108018 1 0.2762406

2.323856E-008 1.311361 1 0.2728229

0.001548413 1.535672 1 0.2491779

0.0002634337 1.628528 1 0.217645

0.0008317845 0.1878778

0.0005589929 0.1636595

0.000008913 0.1035096

0.0002198522 0.0711268

0.0004405102 0.0598055

0.0012974413 0.0537377

0.0001583307 0.0498305

0.0002588917 0.0407175

0.0003909457 0.0344981

0.0002729024 0.0316955

0.0001873163 0.0299779

0.0287735

0.0256007

0.0230799

0.0223748

0.0210271

i=s=

s/s=

1 10 100 1000 10000 100000 10000000

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

Experimental Data

F&X 1994 equation

Matric Suction, ψ (kPa)

Voi

d R

atio

Page 41: Determination of SWCC Variables.xls

0.0204447

0.017067

0.0159445

1.550052383

SSE= 0.0126484 0.00885485 7.84085E-005

(yi-yi')/yi

0.0011138775 0.210599 0.0006777 0.03340.0111651759 0.14659 0.005533 0.10576.568473E-008 0.074919 2.324E-008 0.00030.006001979 0.034906 0.0015484 0.07750.0011483464 0.024923 0.0002634 0.03390.0048446626 0.008699 0.0008318 0.06960.0042394385 0.001767 0.000559 0.06518.425520E-005 1.73E-005 8.913E-006 0.00920.0025814571 0.000856 0.0002199 0.05080.0063748597 0.003389 0.0004405 0.07980.0241712651 0.007993 0.0012974 0.15550.0144426517 0.046823 0.0001583 0.12020.2661585031 0.084043 0.0002589 0.51591.2308732848 0.091971 0.0003909 1.10941.1222425834 0.093327 0.0002729 1.0594

slopmax=

''=

(yi-ymean

)2 (yi-y'i)2

Page 42: Determination of SWCC Variables.xls

0.830823 0.0124611

0.2178476004

Page 43: Determination of SWCC Variables.xls

0% 0%

0.01 0.01

0.02 0.02

0.04 0.04

0.06 0.06

0.08 0.08

0.1 0.1

0.2 0.2

0.4 0.4

0.6 0.6

0.8 0.8

1 1

2 2

4 4

6 6

8 8

10 10

12 12

15 15

20 20

40 40

60 60

80 80

100 100

200 200

400 400

600 600

800 800

1000 1000

2000 2000

4000 4000

6000 6000

8000 8000

10000 10000

20000 20000

40000 40000

50000 50000

80000 80000

Page 44: Determination of SWCC Variables.xls

100000 100000

500000 500000

1000000 1000000

Page 45: Determination of SWCC Variables.xls