Automation of Slope Stability Calculations A comparison between Conventional Slope/w Analysis and Plaxis Analysis Controlled by Python code
Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
This project aims to develop and evaluate an automated method for undrained
slope stability investigations, offering a modern approach to examining slope
stability more efficiently over a larger area in less time. A comparison is made between the
traditional limit equilibrium analysis using Slope/w and the finite element method
based slope stability analysis using Plaxis. The objective is to create comparable
geotechnical models in both programs and develop a Python code to automate the
modelling in Plaxis to see the variance in safety factors in already investigated
areas. The research combines quantitative methods by collecting previously conducted
slope stability investigations in the Göta River investigation and qualitative
methods through interpretations and assumptions.
The conclusions highlight the comparison between manual slope stability analysis
using Slope/w and Plaxis with the automated Plaxis analysis. While the project
does not aim to replicate reality, it successfully develops and tests a Python code
for automating slope stability analysis in Plaxis. The differences between Slope/w
and Plaxis lie in their determination of the critical slip surface and calculation of the
safety factor, with Plaxis offering more comprehensive capabilities. Safety factors
obtained from the analyses serve as a reference point for comparison and indicate that
Slope/w tends to calculate higher safety factors compared to Plaxis. The automation
of Plaxis analysis fulfills the objective of enabling efficient analysis of multiple
sections and investigating future scenarios. The developed code is specific to the
selected main sections and requires adjustments for other slope sections. Further
development can focus on enhancing code flexibility and making it less sensitive to
file formatting. The project concludes that Plaxis can be controlled through Python
code, presenting limitless possibilities for future applications.
In summary, this project provides a valuable contribution to slope stability analysis
methods, demonstrating the potential of automation while acknowledging the
limitations and customization required. Plaxis offers advantages in handling
complex cases and soil response, while Slope/w remains practical for combined analyses
and intuitive material modelling. The project opens avenues for further research
and improvement, highlighting the endless possibilities offered by controlling Plaxis
through Python code.
Beskrivning
Ämne/nyckelord
Automated slope stability analysis, limit equilibrium method, finite ele ment method, Slope/w, Plaxis, Python code, Python-controlled Plaxis analysis.