Table 15 Fusion results of comprehensive risk assessment for foundation excavation.

From: Fusing multiple source data for foundation excavation risk assessment based on cloud model and Dempster Shafer evidence theory

Construction stage

Methods

m(I)

m(II)

m(III)

m(IV)

\(m(\Theta )\)

Fusion result

Excavate the first soil layer

This method

0.000

0.000

0.139

0.682

0.179

IV

Weighted evidence

0.000

0.000

0.000

0.583

0.417

IV

Erect the first support

This method

0.000

0.000

0.142

0.709

0.149

IV

Weighted evidence

0.000

0.000

0.124

0.653

0.223

IV

Excavate the second soil layer

This method

0.000

0.000

0.147

0.694

0.159

IV

Weighted evidence

0.000

0.000

0.128

0.566

0.306

IV

Erect the second support

This method

0.000

0.107

0.000

0.737

0.156

IV

Weighted evidence

0.000

0.097

0.000

0.665

0.238

IV

Excavate the third soil layer

This method

0.000

0.122

0.000

0.794

0.084

IV

Weighted evidence

0.000

0.118

0.000

0.661

0.221

IV

Erect the third support

This method

0.000

0.126

0.000

0.863

0.011

IV

 

Weighted evidence

0.000

0.119

0.000

0.795

0.086

IV

Excavate the fourth soil layer

This method

0.000

0.154

0.000

0.694

0.152

IV

Weighted evidence

0.000

0.132

0.000

0.518

0.350

IV

Erect the fourth support

This method

0.000

0.165

0.304

0.424

0.107

IV

Weighted evidence

0.000

0.147

0.254

0.389

0.210

IV

Excavate the fifth soil layer

This method

0.176

0.000

0.234

0.428

0.162

IV

Weighted evidence

0.063

0.000

0.147

0.488

0.302

IV

Whole foundation

This method

0.016

0.103

0.167

0.644

0.020

IV

Weighted evidence

0.063

0.000

0.147

0.488

0.302

IV