March/April 2024 - 101

models requires specialized expertise,
and there is an ongoing need for quality
data to train these models. Ensuring the
accuracy and reliability of AI predictions
remains a priority, as the consequences
of errors can be significant in
construction.
IoT Revolutionizing Data
Collection and Monitoring
IoT has revolutionized data collection
and monitoring in construction and
engineering, bringing a new level of
connectivity and intelligence to foundation
engineering projects. IoT refers
to the network of physical devices,
sensors and other technologies embedded
in construction elements, all
connected via the internet, enabling
them to collect and exchange data.
In the context of foundation engineering,
IoT devices, including
sensors and EDCs, have significantly
enhanced data collection practices.
These devices can be embedded in
foundation structures to monitor
various parameters such as stress,
strain, vibration and temperature in
real time. This continuous stream of
data provides a comprehensive picture
of the foundation's performance
throughout the construction process
and even during the structure's operational
life.
The advantages of real-time monitoring
in foundation engineering are
manifold. It enables immediate
responses to potential issues, significantly
enhancing the safety and
integrity of construction projects. For
instance, if an EDC detects unusual
movements or stresses within a pile,
engineers can quickly investigate and
address the issue before it escalates.
This proactive approach to monitoring
and maintenance can prevent costly
repairs and downtime.
Furthermore, IoT technology facilitates
remote monitoring, allowing
engineers to track the performance of
foundations from anywhere in the
world. This capability is particularly
DEEP FOUNDATIONS * MAR/APR 2024 * 101
beneficial for projects in remote or
challenging locations, where on-site
monitoring may be difficult.
EDCs in Foundation
Engineering
EDCs have become an integral component
of modern foundation engineering,
offering a level of insight into
foundation performance that was
previously unattainable. EDCs are
devices embedded within foundation
elements like piles, which collect data
on various parameters during the
construction process.
EDCs play a crucial role in providing
real-time, actionable data. This information
includes measurements of
By utilizing machine learning algorithms, engineers can
now predict soil behavior more accurately, leading to
safer and more efficient foundation designs.
Driving piles

March/April 2024

Table of Contents for the Digital Edition of March/April 2024

TOC
March/April 2024 - Intro
March/April 2024 - 1
March/April 2024 - 2
March/April 2024 - TOC
March/April 2024 - 4
March/April 2024 - 5
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