The document discusses managing geotechnical risk on major infrastructure projects. It emphasizes that geotechnical engineering involves uncertainty due to variable ground conditions and limitations of site investigations. It advocates using the observational method, which involves ongoing monitoring during construction and allowing design modifications based on field observations. The greater the involvement of the geotechnical engineer in all project phases, through tools like instrumentation and full-time site presence, the less conservative the initial design needs to be and the better geotechnical risks can be managed to avoid failures. The Heathrow tunnel collapse case study highlights issues that can arise without adequate geotechnical input and oversight during construction.
Sr.mechanical engineer have more than 17 years experience in MEP field starting from design up to handing over to client and follow up the maintenance, Able to manage and coordinate all construction activities successful career by working for a ambitious & exciting company.
Drilling-Survey-Management-Strategies-for-Precision-Wellbore-Survey-and-Place...Helmerich and Payne
Drilling surveys are a critical component in the exploration and production of oil and gas
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ensuring that the drilling process adheres to the planned path, which maximizes hydrocarbon
recovery and minimizes risks associated with drilling.
Wellbore placement is a strategic operation that involves positioning the wellbore within a
specific segment of the reservoir to optimize production. This requires a thorough
understanding of the subsurface environment, which is informed by geological and
geophysical data. The data collected during wellbore surveying are vital for making real-time
decisions about drilling direction and for subsequent well planning and development.
In the oil and gas industry, precision in drilling and well placement directly correlates with
economic efficiency and safety. Advancements in survey technology and methodology
continue to enhance the accuracy of wellbore positioning. The integration of real-time data
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Long-term geotechnical impacts of climate change on projectChris Bridges
Presentation given at ANZ GEO2023 at Cairns, QLD.
Presentation considers:
What are the main impacts of climate change?
What does climate change mean for geotechnical engineers?
What can we do in our works?
What are the challenges?
Sr.mechanical engineer have more than 17 years experience in MEP field starting from design up to handing over to client and follow up the maintenance, Able to manage and coordinate all construction activities successful career by working for a ambitious & exciting company.
Drilling-Survey-Management-Strategies-for-Precision-Wellbore-Survey-and-Place...Helmerich and Payne
Drilling surveys are a critical component in the exploration and production of oil and gas
resources. It encompasses the techniques and processes used to measure the trajectory of a
wellbore, the narrow shaft drilled into the earth. Accurate wellbore surveys are necessary for
ensuring that the drilling process adheres to the planned path, which maximizes hydrocarbon
recovery and minimizes risks associated with drilling.
Wellbore placement is a strategic operation that involves positioning the wellbore within a
specific segment of the reservoir to optimize production. This requires a thorough
understanding of the subsurface environment, which is informed by geological and
geophysical data. The data collected during wellbore surveying are vital for making real-time
decisions about drilling direction and for subsequent well planning and development.
In the oil and gas industry, precision in drilling and well placement directly correlates with
economic efficiency and safety. Advancements in survey technology and methodology
continue to enhance the accuracy of wellbore positioning. The integration of real-time data
with sophisticated software allows for precise control over the well trajectory, reducing
uncertainties and the potential for non-productive time (NPT).
Long-term geotechnical impacts of climate change on projectChris Bridges
Presentation given at ANZ GEO2023 at Cairns, QLD.
Presentation considers:
What are the main impacts of climate change?
What does climate change mean for geotechnical engineers?
What can we do in our works?
What are the challenges?
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
The management of geotechnical risk on major infrastructure projects
1. The management of geotechnical
risk on major infrastructure projects
Chris Bridges
23 October 2014
AGS Queensland Symposium 2014
2. Geotechnical Risk
Key messages:
• Geotechnical engineering = uncertainty
• Geotechnical uncertainty can be managed through
ongoing input through construction
• The greater the involvement of the geotechnical
engineer the less conservative the design needs to
be
23 October 2014
4. Geotechnical Risks
• Geological – e.g. cavities, soft soils, groundwater
• Manmade – e.g. fills, mine workings
• Engineered - e.g. walls, slopes, foundations, tunnels
• Inherent – e.g. people and processes
23 October 2014
5. The challenge of Geotechnical Engineering
Non-geotechnical engineers believe that you can:
• drill a hole into the ground;
• send the soil samples obtained from the hole
through a laboratory with standard apparatus;
• collect the figures;
• introduce them into equations; and
• compute the result.
Terzaghi, 1936
23 October 2014
6. The challenge of Geotechnical Engineering
But:
• Ground conditions are highly variable.
• Its impossible to obtain a complete picture of the ground
conditions.
• Predictions of ground behaviour made during design are
approximations at best.
• It is easy for inexperienced designers using routine
design procedures to miss critical failure mechanisms.
• We need to explain this uncertainty to our Clients!
23 October 2014
14. 23 October 2014
Example – slope stability FOS
Φ (°) FOS
18 1.2
30 1.75
38 1.9
Vary from Φ = 18° to 38°
Parameter Selection
15. Design Method
23 October 2014
0 2 4 6 8 10 12
Bad (<50)
Poor (50-75)
Fair (75-85)
Good (85-95)
Excellent (95-105)
Good (105-115)
Fair (115-125)
Poor (125-150)
Bad (>150)
Number of Predictions
AccuracyofPrediction(%)
Driven Steel Pile
Total Capacity (kN)
Base Capacity (kN)
Shaft Capacity (kN)
Under estimate
Over estimate
Shaft - 88% Poor / Bad
Base - 63% Poor / Bad
Total - 88% Poor / Bad
16. Design Method
23 October 2014
0 2 4 6 8 10
Bad (<50)
Poor (50-75)
Fair (75-85)
Good (85-95)
Excellent (95-105)
Good (105-115)
Fair (115-125)
Poor (125-150)
Bad (>150)
Number of Predictions
AccuracyofPrediction(%)
Jet Grouted Pile
Total Pile Capacity (kN)
Base Capacity (kN)
Shaft Capacity (kN)
Over estimate
Shaft - 69% Poor / Bad
Base - 81% Poor / Bad
Total - 81% Poor / Bad
Under estimate
17. Design Method
23 October 2014
0 2 4 6 8 10 12 14
Bad (<50)
Poor (50-75)
Fair (75-85)
Good (85-95)
Excellent (95-105)
Good (105-115)
Fair (115-125)
Poor (125-150)
Bad (>150)
Number of Predictions
AccuracyofPrediction(%)
Spread Footing on Sand
Bearing Capacity
Settlement
Under estimate
Bearing - 66% Poor / Bad
Settlement - 90% Poor / Bad
Over estimate
18. Design Method
23 October 2014
0 2 4 6 8 10 12 14 16
Bad (<50)
Poor (50-75)
Fair (75-85)
Good (85-95)
Excellent (95-105)
Good (105-115)
Fair (115-125)
Poor (125-150)
Bad (>150)
Number of Predictions
AccuracyofPrediction(%)
Embankment Collapse Height
Muar Embankment
Prediction Competition
MIT Embankment
Prediction Competition
Non-conservative
Conservative
60% Poor / Bad –
majority on the
conservative side of
prediction
19. Design Method
• Sieffert & Bay-Gress (2000) Comparison of European bearing capacity calculation methods for
shallow foundations Proc. Instn Civ. Engrs Geotech. Engng, 143, 65-74
23 October 2014
734kN
1297kN
21. Morgenstern (2000)
• It is rare for the geotechnical engineer to rely on
quantitative prediction to meet his objectives.
• Risk must be managed to overcome the limitations
of site characterization, knowledge of material
properties, other unknowns and the vagaries of
construction practice.
• It is essential that the geotechnical engineer
maintain an ongoing awareness of factors that
contribute to unsuccessful performance and
introduce this awareness into comprehensive risk
management tools.
23 October 2014
23. Managing Construction Risks
The design must consider:
• the contractors capability
• the designers site presence
23 October 2014
24. The Observational Method
The Observational Method in geotechnical engineering is a
process which enables the designer to:
• continuously re-evaluate design assumptions and
predictions; and
• modify “the design” during construction based on
observations and/or take remedial actions where
required.
23 October 2014
26. Ground Model – Regional Geology
23 October 2014
Investigate the existing ground conditions through on site
ground investigation, laboratory testing, site reconnaissance
and desk study
28. Design
Design - best approximation using available data
• predict movements / forces / porewater pressure
• establish “trigger levels”
e.g. Trigger level – 70% of design
Design level – 100% of design
Allowable level – permitted maximum movement
(limit to 120% of design)
23 October 2014
29. Construction Control
Set up instrumentation/monitoring plan (plus install
and monitor instrumentation):
• design and install instrumentation to capture
movements at critical locations;
• establish frequency of monitoring; and
• have a plan should the monitoring indicate you
have greater movement than predicted.
Clear lines of responsibility & decision making
23 October 2014
32. Review
• Observe ground condition encountered and ground
reaction (full time site presence)
• Obtain and back-analyse monitoring data in order to refine
the geotechnical design parameters by “matching” the
theoretical behaviour with the measured performance –
predict future performance
• Continuously review monitoring results to assess
predictions and modify construction if required and take
remedial action if necessary
23 October 2014
33. Geotechnical Risk Management
Inner Northern Busway
• Alliance
• Permanent & temporary works design
• Embedded in the Design and Construction Teams
• Determined required resources
• Geotechnical Designer had an equal seat at the table
• Full-time presence on site including senior professionals
available locally
• Geotechnical Team controlled instrumentation, monitoring &
specified software
23 October 2014
39. Heathrow Tunnel Collapse
The role of geotechnical sub-consultant (temporary tunnel
support):
• Geotechnical sub-consultant put forward 3 staff – only 1
accepted (24/7 Operation)
• Provided with 3 juniors by the contractor who were not
NATM experienced
• Did not certify construction of the works they designed
• Inadequate computer software system for processing
the monitoring data
23 October 2014
40. Heathrow Tunnel Collapse
23 October 2014
Concourse tunnel to be
constructed followed by
up-line platform and
then down-line platform
41. Heathrow Tunnel Collapse
23 October 2014
Settlement at Camborne
House exceeded predicted
settlement (9mm) after only
concourse tunnel completed
by about 20mm.
45. Heathrow Tunnel Collapse - conclusions
• lack of on-site NATM authority at Heathrow
• lack of experience among the field engineers, the tunnelling
foremen and the crews – design did not take this into
account – poor workmanship an issue
• poor quality of the monitoring instrumentation data
• lack of full time geologists within an NATM supervision team
• Contractors geotechnical sub-contractor not kept in the loop
• limited instrumentation data available
• serious omissions in the installed instrumentation regime
and,
• "inadequate" computer software system for processing the
instrumentation data but,
• there was still enough data available to see what was
happening in the two weeks leading to the collapse.
23 October 2014
46. Heathrow Tunnel Collapse
• Contractor fined £1.2M + £100k costs (contract value £60M)
• Geotechnical consultant fined £500k + £100k costs (contract
value £1M) – did not pay!
• Recovery took nearly two years and cost around £150M -
nearly three times the cost of the original contract
23 October 2014
47. Geotechnical Risk Management
Inner Northern Busway
• Alliance
• Permanent & temporary
works design
• Involved in tender
• Embedded in the Design and
Construction Teams
• Determined required
resources
• Geotechnical Designer had
an equal seat at the table
Heathrow Tunnel
• D & C
• Temporary works design
• Early involvement with
Contractor
• Embedded in Construction
Team
• Geotechnical Designers
resources rejected
23 October 2014
48. Geotechnical Risk Managment
Inner Northern Busway
• Full-time presence on site
including senior professionals
available locally
• Geotechnical Team controlled
instrumentation, monitoring &
specified software
Heathrow Tunnel
• Part-time presence on site –
junior non-specialist support
• Contractor controlled
monitoring
• Software not up to task
• Contractor inexperienced
23 October 2014
49. Conclusions
Geotechnical prediction can be difficult due to uncertainties
in the ground model, parameter selection and design
methods adopted.
Therefore, for larger infrastructure projects
• Geotechnical risk has to be managed during construction
through the use of the Observational Method, and
• The Geotechnical designer must have an independent
(and supported) voice in the construction team
23 October 2014