Three sentences summarizing the key points:
The document discusses additional design considerations for driven piles, including time effects on pile capacity such as soil setup and relaxation. It also covers topics like scour, densification, plugging of open pile sections, drivability, and the effects of predrilling and jetting on pile capacity. Recommendations are provided for accounting for these factors in pile foundation design.
Shaft Grouting - Improving the capacity of bored piles by shaft grouting Nam N.N Tran M.Eng, PMP
Shaft grouting, a relatively new technique, is carried out by injecting grout at discrete points around a pile shaft, assuming that the grout spreads along it
Design and construction of auger cast piles by Dr. Malek Smadi of GEOTILLDr. Malek Smadi
GEOTILL Engineering (www.geotill.com) is Industry leading provider of Specialty Deep Foundations (drilled shafts, augercast piles, driven piling), Ground Improvement (soil-cement columns, vibro stone columns, compaction grouting, etc.), and Earth Retention Systems (cantilever soldier pile retaining walls, secant pile shoring, slurry walls, tie backs, etc.) throughout the United States on Commercial, Industrial, Electrical Transmission, Heavy Highway, and Heavy Civil type construction projects. Value Engineering and Design-Build Turnkey Solutions for any type of soil, loading, or limited access condition. Geotill has six locations Indiana, Illinois, Michigan, Ohio, Kentucky and Missouri.
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.
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
Shaft Grouting - Improving the capacity of bored piles by shaft grouting Nam N.N Tran M.Eng, PMP
Shaft grouting, a relatively new technique, is carried out by injecting grout at discrete points around a pile shaft, assuming that the grout spreads along it
Design and construction of auger cast piles by Dr. Malek Smadi of GEOTILLDr. Malek Smadi
GEOTILL Engineering (www.geotill.com) is Industry leading provider of Specialty Deep Foundations (drilled shafts, augercast piles, driven piling), Ground Improvement (soil-cement columns, vibro stone columns, compaction grouting, etc.), and Earth Retention Systems (cantilever soldier pile retaining walls, secant pile shoring, slurry walls, tie backs, etc.) throughout the United States on Commercial, Industrial, Electrical Transmission, Heavy Highway, and Heavy Civil type construction projects. Value Engineering and Design-Build Turnkey Solutions for any type of soil, loading, or limited access condition. Geotill has six locations Indiana, Illinois, Michigan, Ohio, Kentucky and Missouri.
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.
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
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Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
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About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
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Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
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.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
7. Soil setup is a time dependent increase in the
static pile capacity.
In clay soils, setup is attributed to increases in
effective stress as large excess positive pore
pressures generated during driving dissipate as
well as due to thixotropic effects.
Soil Setup
In sands, setup is attributed primarily to aging
effects and / or release of arching effects with time.
8. Soil setup frequently occurs for piles driven in
saturated clays as well as loose to medium
dense silts and fine sands as the excess pore
pressures dissipate.
The magnitude of soil setup depends on soil
characteristics as well as the pile material and type.
Soil Setup
9. • Multiple Static Load Tests (time, $$)
How to Quantify Time Effects
• Dynamic Restrike tests
- inexpensive, cost-effective
- check for setup or relaxation
- short-term restrikes establish setup trend
- long-term restrikes provide confidence in
capacity estimates
• Non-instrumented Restrike Tests
- uncertain if blow count change due to change
in hammer performance or soil strength
11. Efforts to Predict Setup
Khan (2011) – Prediction of Pile Set-up for Ohio Soils
Bullock et al (2005) – Side Shear Setup: Results from Florida Test Piles
Skov and Denver (1988) – Time-Dependence of Bearing Capacity of Piles
1
log
1
log
0
0
0
0
0
t
t
Q
m
t
t
A
f
f
Q
Q
S
S
S
S
S
S
Q = Qo (1 + A log [ t / to ])
Q = 0.9957 Qo t 0.087
12. where: A = Dimensionless setup factor
QS = Side shear capacity at time t
QS0 = Side shear capacity at reference time t0
fS = Unit side shear capacity at time t
fS0 = Unit side shear capacity at reference time t0
t = Time elapsed since EOD, days
t0 = Reference time, recommended to use 1 day
mS = Semilog-linear slope of QS vs. log t
1
log
1
log
0
0
0
0
0
t
t
Q
m
t
t
A
f
f
Q
Q
S
S
S
S
S
S
Efforts to Predict Setup
Bullock et al (2005) – Side Shear Setup: Results from Florida Test Piles
13. 0.001 0.01 0.1 1 10 100 1000
0
500
1000
1500
2000
2500
Aucilla, Static Test
Aucilla, Dynamic Test
1 min
15 min
60 min
QS0 =1021 kN (at t0 = 1day )
mS = 293.4 kN
Elapsed Time, t (days)
Pile
Side
Shear
Q
S
(kN) 18” PSC with O-Cell at bottom
Bullock et al (2005) – Side Shear Setup: Results from Florida Test Piles
14. For Closed-end Pipe Piles in Ohio Soils
Q = 0.9957 Qot0.087
Q = pile capacity (kips) at time t (hours) since EOID
Qo = pile capacity (kips) at EOID
Khan (2011) – Prediction of Pile Set-up for Ohio Soils
( Q includes shaft + toe)
15. 5 80
-4000
0
4000
8000
ms
kN
9 L/c
Force Msd
Velocity Msd
5 80
-4000
0
4000
8000
ms
kN
9 L/c
Force Msd
Velocity Msd
5 80
-4000
0
4000
8000
ms
kN
9 L/c
Force Msd
Velocity Msd
5 102
-4000
0
4000
8000
ms
kN
9 L/c
Force Msd
Velocity Msd
5 102
-4000
0
4000
8000
ms
kN
9 L/c
Force Msd
Velocity Msd
EOID, t = 0.0007 Days
Rs = 453, Rt = 1846, Ru = 2299 kN
BOR #2, t = 0.69 Days
Rs = 1046, Rt = 2077, Ru = 3123 kN
BOR #3, t = 14.65 Days
Rs = 1530, Rt = 2113, Ru = 3643 kN
BOR #4 t = 48.81 Days
Rs = 2121, Rt = 2092, Ru = 4213 kN
BOR #1, t = 0.006 Days
Rs = 818, Rt = 2047, Ru = 2865 kN
17. Soil Setup Factor
The soil setup factor is defined as failure load
determined from a static load test divided by the
ultimate capacity at the end of driving.
18. TABLE 9-20 SOIL SETUP FACTORS
(after Rausche et al., 1996)
Predominant Soil
Type Along Pile
Shaft
Range in
Soil Set-up
Factor
Recommended
Soil Set-up
Factors*
Number of Sites
and (Percentage
of Data Base)
Clay 1.2 - 5.5 2.0 7 (15%)
Silt - Clay 1.0 - 2.0 1.0 10 (22%)
Silt 1.5 - 5.0 1.5 2 (4%)
Sand - Clay 1.0 - 6.0 1.5 13 (28%)
Sand - Silt 1.2 - 2.0 1.2 8 (18%)
Fine Sand 1.2 - 2.0 1.2 2 (4%)
Sand 0.8 - 2.0 1.0 3 (7%)
Sand - Gravel 1.2 - 2.0 1.0 1 (2%)
* - Confirmation with Local Experience Recommended
19. Relaxation is a time dependent decrease in the
static pile capacity.
During pile driving, dense soils may dilate thereby
generating negative pore pressures and
temporarily higher soil resistance.
Relaxation has been observed for piles driven in
dense, saturated non-cohesive silts, fine sands,
and some shales.
Relaxation
20. The relaxation factor is defined as failure load
determined from a static load test divided by the
ultimate capacity at the end of driving.
Relaxation factors of 0.5 to 0.9 have been reported
in case histories of piles in shales.
Relaxation factors of 0.5 and 0.8 have been
observed in dense sands and extremely dense
silts, respectively.
Relaxation Factor
21. Time Effects on Pile
Drivability and Pile Capacity
Time dependent soil strength changes should
be considered during the design stage.
• SPT – torque and vane shear tests
• CPTu with dissipation tests
• Model piles
• Soil setup / relaxation factors
Tools that have been used include:
22. Piles Subject to Scour
Aggradation / Degradation Scour
Types of Scour
Local Scour
Contraction and General Scour
- Long-term stream bed elevation changes
- Removal of material from immediate vicinity of foundation
- Erosion across all or most of channel width
24. Pile Design Recommendations in
Soils Subject to Scour
1. Reevaluate foundation design relative to
pile length, number, size and type
2. Design piles for additional lateral restraint
and column action due to increase in
unsupported length
3. Local scour holes may overlap, in which
case scour depth is indeterminate and
may be deeper.
25. Pile Design Recommendations
in Soils Subject to Scour
4. Perform design assuming all material above
scour line has been removed.
5. Place top of footing or cap below long-term
scour depth to minimize flood flow
obstruction.
6. Piles supporting stub abutments in
embankments should be driven below the
thalweg elevation.
27. Densification Effects on
Pile Capacity
Densification can result in the pile capacity as
well as the pile penetration resistance to
driving being significantly greater than that
calculated for a single pile.
Added confinement from cofferdams or the
sequence of pile installation can further
aggravate a densification problem.
28. Densification Effects
on Pile Capacity
Potential densification effects should be
considered in the design stage. Studies
indicate an increase in soil friction angle of up
to 4˚ would not be uncommon for piles in loose
to medium dense sands.
A lesser increase in friction angle would be
expected in dense sands or cohesionless soils
with a significant fine content.
30. Plugging of Open Pile Sections
Open end sections include open end pipe
piles and H-piles.
It is generally desired that the open sections
remain unplugged during driving and behave
plugged under static loading conditions.
Why ?
31. Plugging of Open Pile Sections
Factors influencing plug development include
hammer size and penetration to pile
diameter ratio (D/b)
32. Plugging of Open Pile Sections
During driving:
Large hammer plug slippage
Small hammer plug formation
Therefore size pile for larger hammer.
See Reference Manual Page 9-185
33. Plugging of Open Pile Sections
Under static conditions:
Dense sand & clay D/b ≥ 20 = plug
Medium dense sand D/b ≥ 20-30 = plug
H-piles are usually assumed to be plugged
under static loading conditions due to the
smaller section size.
35. PILE DRIVABILITY
Pile drivability refers to the ability of a pile to be
driven to the desired depth and / or capacity at
a reasonable driving resistance without
exceeding the material driving stress limits.
37. PILE DRIVABILITY
Pile drivability should be checked during the
design stage for all driven piles.
Pile drivability is particularly critical for closed end
pipe piles.
38. PILE DRIVABILITY EVALUATION
DURING DESIGN STAGE
1. Wave Equation Analysis
Computer analysis that does not require a pile to be driven.
2. Dynamic Testing and Analysis
Requires a pile to be driven and dynamically tested.
3. Static Load Tests
Requires a pile to be driven and statically load tested.
40. Effects of Predrilling and
Jetting on Pile Capacity
Predrilling in cohesive soils and jetting in
cohesionless soils are sometimes used to
achieve minimum penetration requirements.
Both predrilling and jetting will effect the axial,
lateral, and uplift capacity that can be
developed.
41. Effects of Predrilling and
Jetting on Pile Capacity
Depending upon the predrilled hole diameter,
the shaft resistance in the predrilled zone
may be reduced to between 50 and 85% of
the shaft resistance without predrilling.
In jetted zones, shaft resistance reductions of
up to 50% have been reported.
42. Effects of Predrilling and
Jetting on Pile Capacity
It is important that the effect of predrilling or
jetting be evaluated by design personnel
whenever it is proposed.